diff --git a/validation/results/g4_tables/density_effect_278.csv b/validation/results/g4_tables/density_effect_278.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3771d31434986be21ca13de24ee85a52f5c9fb4f
--- /dev/null
+++ b/validation/results/g4_tables/density_effect_278.csv
@@ -0,0 +1,279 @@
+index,name,I_eV,C,X0,X1,a,k,delta0,density_gcm3,state,Zeff,nElements
+0,G4_H,19.2000,9.58350000e+00,1.86390000e+00,3.27180000e+00,1.40945548e-01,5.7273,0.00000000e+00,8.37480000e-05,gas,1.00,1
+1,G4_He,41.8000,1.11393000e+01,2.20170000e+00,3.61220000e+00,1.34429588e-01,5.8347,0.00000000e+00,1.66322000e-04,gas,2.00,1
+2,G4_Li,40.0000,3.12210000e+00,1.30400000e-01,1.63970000e+00,9.51360000e-01,2.4993,1.40000000e-01,5.34000000e-01,solid,3.00,1
+3,G4_Be,63.7000,2.78470000e+00,3.92000000e-02,1.69220000e+00,8.03920000e-01,2.4339,1.40000000e-01,1.84800000e+00,solid,4.00,1
+4,G4_B,76.0000,2.84770000e+00,3.05000000e-02,1.96880000e+00,5.62240000e-01,2.4512,1.40000000e-01,2.37000000e+00,solid,5.00,1
+5,G4_C,81.0000,3.06798066e+00,-1.87095838e-02,2.50239042e+00,2.02400000e-01,3.0036,1.00000000e-01,2.00000000e+00,solid,6.00,1
+6,G4_N,82.0000,1.05400000e+01,1.73780000e+00,4.13230000e+00,1.53502673e-01,3.2125,0.00000000e+00,1.16520000e-03,gas,7.00,1
+7,G4_O,95.0000,1.07004000e+01,1.75410000e+00,4.32130000e+00,1.17775774e-01,3.2913,0.00000000e+00,1.33151000e-03,gas,8.00,1
+8,G4_F,115.0000,1.09653000e+01,1.84330000e+00,4.40960000e+00,1.10839600e-01,3.2962,0.00000000e+00,1.58029000e-03,gas,9.00,1
+9,G4_Ne,137.0000,1.19041000e+01,2.07350000e+00,4.64210000e+00,8.06338139e-02,3.5771,0.00000000e+00,8.38505000e-04,gas,10.00,1
+10,G4_Na,149.0000,5.05260000e+00,2.88000000e-01,3.19620000e+00,7.77200000e-02,3.6452,8.00000000e-02,9.71000000e-01,solid,11.00,1
+11,G4_Mg,156.0000,4.52970000e+00,1.49900000e-01,3.06680000e+00,8.16300000e-02,3.6166,8.00000000e-02,1.74000000e+00,solid,12.00,1
+12,G4_Al,166.0000,4.23950000e+00,1.70800000e-01,3.01270000e+00,8.02400000e-02,3.6345,1.20000000e-01,2.69900000e+00,solid,13.00,1
+13,G4_Si,173.0000,4.43510000e+00,2.01400000e-01,2.87150000e+00,1.49210000e-01,3.2546,1.40000000e-01,2.33000000e+00,solid,14.00,1
+14,G4_P,173.0000,4.52140000e+00,1.69600000e-01,2.78150000e+00,2.36100000e-01,2.9158,1.40000000e-01,2.20000000e+00,solid,15.00,1
+15,G4_S,180.0000,4.66590000e+00,1.58000000e-01,2.71590000e+00,3.39920000e-01,2.6456,1.40000000e-01,2.00000000e+00,solid,16.00,1
+16,G4_Cl,174.0000,1.11421000e+01,1.55550000e+00,4.29940000e+00,1.98475103e-01,2.9702,0.00000000e+00,2.99473000e-03,gas,17.00,1
+17,G4_Ar,188.0000,1.19480000e+01,1.76350000e+00,4.48550000e+00,1.97143349e-01,2.9618,0.00000000e+00,1.66201000e-03,gas,18.00,1
+18,G4_K,190.0000,5.64230000e+00,3.85100000e-01,3.17240000e+00,1.98270000e-01,2.9233,1.00000000e-01,8.62000000e-01,solid,19.00,1
+19,G4_Ca,191.0000,5.03960000e+00,3.22800000e-01,3.11910000e+00,1.56430000e-01,3.0745,1.40000000e-01,1.55000000e+00,solid,20.00,1
+20,G4_Sc,216.0000,4.69490000e+00,1.64000000e-01,3.05930000e+00,1.57540000e-01,3.0517,1.00000000e-01,2.98900000e+00,solid,21.00,1
+21,G4_Ti,233.0000,4.44500000e+00,9.57000000e-02,3.03860000e+00,1.56620000e-01,3.0302,1.20000000e-01,4.54000000e+00,solid,22.00,1
+22,G4_V,245.0000,4.26590000e+00,6.91000000e-02,3.03220000e+00,1.54360000e-01,3.0163,1.40000000e-01,6.11000000e+00,solid,23.00,1
+23,G4_Cr,257.0000,4.17810000e+00,3.40000000e-02,3.04510000e+00,1.54190000e-01,2.9896,1.40000000e-01,7.18000000e+00,solid,24.00,1
+24,G4_Mn,272.0000,4.27020000e+00,4.47000000e-02,3.10740000e+00,1.49730000e-01,2.9796,1.40000000e-01,7.44000000e+00,solid,25.00,1
+25,G4_Fe,286.0000,4.29110000e+00,-1.20000000e-03,3.15310000e+00,1.46800000e-01,2.9632,1.20000000e-01,7.87400000e+00,solid,26.00,1
+26,G4_Co,297.0000,4.26010000e+00,-1.87000000e-02,3.17900000e+00,1.44740000e-01,2.9502,1.20000000e-01,8.90000000e+00,solid,27.00,1
+27,G4_Ni,311.0000,4.31150000e+00,-5.66000000e-02,3.18510000e+00,1.64960000e-01,2.8430,1.00000000e-01,8.90200000e+00,solid,28.00,1
+28,G4_Cu,322.0000,4.41900000e+00,-2.54000000e-02,3.27920000e+00,1.43390000e-01,2.9044,8.00000000e-02,8.96000000e+00,solid,29.00,1
+29,G4_Zn,330.0000,4.69060000e+00,4.90000000e-03,3.36680000e+00,1.47140000e-01,2.8652,8.00000000e-02,7.13300000e+00,solid,30.00,1
+30,G4_Ga,334.0000,4.93530000e+00,2.26700000e-01,3.54340000e+00,9.44000000e-02,3.1314,1.40000000e-01,5.90400000e+00,solid,31.00,1
+31,G4_Ge,350.0000,5.14110000e+00,3.37600000e-01,3.60960000e+00,7.18800000e-02,3.3306,1.40000000e-01,5.32300000e+00,solid,32.00,1
+32,G4_As,347.0000,5.05100000e+00,1.76700000e-01,3.57020000e+00,6.50944059e-02,3.4176,0.00000000e+00,5.73000000e+00,solid,33.00,1
+33,G4_Se,348.0000,5.32100000e+00,2.25800000e-01,3.62640000e+00,6.56800000e-02,3.4317,1.00000000e-01,4.50000000e+00,solid,34.00,1
+34,G4_Br,343.0000,1.17307000e+01,1.52620000e+00,4.98990000e+00,6.33465878e-02,3.4670,0.00000000e+00,7.07210000e-03,gas,35.00,1
+35,G4_Kr,352.0000,1.25115000e+01,1.71580000e+00,5.07480000e+00,7.44557832e-02,3.4051,0.00000000e+00,3.47832000e-03,gas,36.00,1
+36,G4_Rb,363.0000,6.47760000e+00,5.73700000e-01,3.79950000e+00,7.26100000e-02,3.4177,1.40000000e-01,1.53200000e+00,solid,37.00,1
+37,G4_Sr,366.0000,5.98670000e+00,4.58500000e-01,3.67780000e+00,7.16500000e-02,3.4435,1.40000000e-01,2.54000000e+00,solid,38.00,1
+38,G4_Y,379.0000,5.48010000e+00,3.60800000e-01,3.55420000e+00,7.13800000e-02,3.4585,1.40000000e-01,4.46900000e+00,solid,39.00,1
+39,G4_Zr,393.0000,5.17740000e+00,2.95700000e-01,3.48900000e+00,7.17700000e-02,3.4533,1.40000000e-01,6.50600000e+00,solid,40.00,1
+40,G4_Nb,417.0000,5.01410000e+00,1.78500000e-01,3.22010000e+00,1.38830000e-01,3.0930,1.40000000e-01,8.57000000e+00,solid,41.00,1
+41,G4_Mo,424.0000,4.87930000e+00,2.26700000e-01,3.27840000e+00,1.05250000e-01,3.2549,1.40000000e-01,1.02200000e+01,solid,42.00,1
+42,G4_Tc,428.0000,4.77690000e+00,9.49000000e-02,3.12530000e+00,1.65720000e-01,2.9738,1.40000000e-01,1.15000000e+01,solid,43.00,1
+43,G4_Ru,441.0000,4.76940000e+00,5.99000000e-02,3.08340000e+00,1.93420000e-01,2.8707,1.40000000e-01,1.24100000e+01,solid,44.00,1
+44,G4_Rh,449.0000,4.80080000e+00,5.76000000e-02,3.10690000e+00,1.92050000e-01,2.8633,1.40000000e-01,1.24100000e+01,solid,45.00,1
+45,G4_Pd,470.0000,4.93580000e+00,5.63000000e-02,3.05550000e+00,2.41780000e-01,2.7239,1.40000000e-01,1.20200000e+01,solid,46.00,1
+46,G4_Ag,470.0000,5.06300000e+00,6.57000000e-02,3.10740000e+00,2.45850000e-01,2.6899,1.40000000e-01,1.05000000e+01,solid,47.00,1
+47,G4_Cd,469.0000,5.27270000e+00,1.28100000e-01,3.16670000e+00,2.46090000e-01,2.6772,1.40000000e-01,8.65000000e+00,solid,48.00,1
+48,G4_In,488.0000,5.52110000e+00,2.40600000e-01,3.20320000e+00,2.38790000e-01,2.7144,1.40000000e-01,7.31000000e+00,solid,49.00,1
+49,G4_Sn,488.0000,5.53400000e+00,2.87900000e-01,3.29590000e+00,1.86890000e-01,2.8576,1.40000000e-01,7.31000000e+00,solid,50.00,1
+50,G4_Sb,487.0000,5.62410000e+00,3.18900000e-01,3.34890000e+00,1.66520000e-01,2.9319,1.40000000e-01,6.69100000e+00,solid,51.00,1
+51,G4_Te,485.0000,5.71310000e+00,3.29600000e-01,3.44180000e+00,1.38150000e-01,3.0354,1.40000000e-01,6.24000000e+00,solid,52.00,1
+52,G4_I,491.0000,5.94880000e+00,5.49000000e-02,3.25960000e+00,2.37674454e-01,2.7276,0.00000000e+00,4.93000000e+00,solid,53.00,1
+53,G4_Xe,482.0000,1.27281000e+01,1.56300000e+00,4.73710000e+00,2.33130773e-01,2.7414,0.00000000e+00,5.48536000e-03,gas,54.00,1
+54,G4_Cs,488.0000,6.91350000e+00,5.47300000e-01,3.59140000e+00,1.82330000e-01,2.8866,1.40000000e-01,1.87300000e+00,solid,55.00,1
+55,G4_Ba,491.0000,6.31530000e+00,4.19000000e-01,3.45470000e+00,1.82680000e-01,2.8906,1.40000000e-01,3.50000000e+00,solid,56.00,1
+56,G4_La,501.0000,5.78500000e+00,3.16100000e-01,3.32930000e+00,1.85910000e-01,2.8828,1.40000000e-01,6.15400000e+00,solid,57.00,1
+57,G4_Ce,523.0000,5.78370000e+00,2.71300000e-01,3.34320000e+00,1.88850000e-01,2.8592,1.40000000e-01,6.65700000e+00,solid,58.00,1
+58,G4_Pr,535.0000,5.80960000e+00,2.33300000e-01,3.27730000e+00,2.32650000e-01,2.7331,1.40000000e-01,6.71000000e+00,solid,59.00,1
+59,G4_Nd,546.0000,5.82900000e+00,1.98400000e-01,3.30630000e+00,2.35300000e-01,2.7050,1.40000000e-01,6.90000000e+00,solid,60.00,1
+60,G4_Pm,560.0000,5.82240000e+00,1.62700000e-01,3.31990000e+00,2.42800000e-01,2.6674,1.40000000e-01,7.22000000e+00,solid,61.00,1
+61,G4_Sm,574.0000,5.85970000e+00,1.52000000e-01,3.34600000e+00,2.46980000e-01,2.6403,1.40000000e-01,7.46000000e+00,solid,62.00,1
+62,G4_Eu,580.0000,6.22780000e+00,1.88800000e-01,3.46330000e+00,2.44480000e-01,2.6245,1.40000000e-01,5.24300000e+00,solid,63.00,1
+63,G4_Gd,591.0000,5.87380000e+00,1.05800000e-01,3.39320000e+00,2.51090000e-01,2.5977,1.40000000e-01,7.90040000e+00,solid,64.00,1
+64,G4_Tb,614.0000,5.90450000e+00,9.47000000e-02,3.42240000e+00,2.44530000e-01,2.6056,1.40000000e-01,8.22900000e+00,solid,65.00,1
+65,G4_Dy,628.0000,5.91830000e+00,8.22000000e-02,3.44740000e+00,2.46650000e-01,2.5849,1.40000000e-01,8.55000000e+00,solid,66.00,1
+66,G4_Ho,650.0000,5.95870000e+00,7.61000000e-02,3.47820000e+00,2.46380000e-01,2.5726,1.40000000e-01,8.79500000e+00,solid,67.00,1
+67,G4_Er,658.0000,5.95210000e+00,6.48000000e-02,3.49220000e+00,2.48230000e-01,2.5573,1.40000000e-01,9.06600000e+00,solid,68.00,1
+68,G4_Tm,674.0000,5.96770000e+00,8.12000000e-02,3.50850000e+00,2.48890000e-01,2.5469,1.40000000e-01,9.32100000e+00,solid,69.00,1
+69,G4_Yb,684.0000,6.33250000e+00,1.19900000e-01,3.62460000e+00,2.52950000e-01,2.5141,1.40000000e-01,6.73000000e+00,solid,70.00,1
+70,G4_Lu,694.0000,5.97850000e+00,1.56000000e-01,3.52180000e+00,2.40330000e-01,2.5643,1.40000000e-01,9.84000000e+00,solid,71.00,1
+71,G4_Hf,705.0000,5.71390000e+00,1.96500000e-01,3.43370000e+00,2.29180000e-01,2.6155,1.40000000e-01,1.33100000e+01,solid,72.00,1
+72,G4_Ta,718.0000,5.52620000e+00,2.11700000e-01,3.48050000e+00,1.77980000e-01,2.7623,1.40000000e-01,1.66540000e+01,solid,73.00,1
+73,G4_W,727.0000,5.40590000e+00,2.16700000e-01,3.49600000e+00,1.55090000e-01,2.8447,1.40000000e-01,1.93000000e+01,solid,74.00,1
+74,G4_Re,736.0000,5.34450000e+00,5.59000000e-02,3.48450000e+00,1.51840000e-01,2.8627,8.00000000e-02,2.10200000e+01,solid,75.00,1
+75,G4_Os,746.0000,5.30830000e+00,8.91000000e-02,3.54140000e+00,1.27510000e-01,2.9608,1.00000000e-01,2.25700000e+01,solid,76.00,1
+76,G4_Ir,757.0000,5.34180000e+00,8.19000000e-02,3.54800000e+00,1.26900000e-01,2.9658,1.00000000e-01,2.24200000e+01,solid,77.00,1
+77,G4_Pt,790.0000,5.47320000e+00,1.48400000e-01,3.62120000e+00,1.11280000e-01,3.0417,1.20000000e-01,2.14500000e+01,solid,78.00,1
+78,G4_Au,790.0000,5.57470000e+00,2.02100000e-01,3.69790000e+00,9.75600000e-02,3.1101,1.40000000e-01,1.93200000e+01,solid,79.00,1
+79,G4_Hg,800.0000,5.96050000e+00,2.75600000e-01,3.72750000e+00,1.10140000e-01,3.0519,1.40000000e-01,1.35460000e+01,solid,80.00,1
+80,G4_Tl,810.0000,6.13650000e+00,3.49100000e-01,3.80440000e+00,9.45500000e-02,3.1450,1.40000000e-01,1.17200000e+01,solid,81.00,1
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+95,G4_ADENINE,71.4000,3.17240000e+00,1.29500000e-01,2.42190000e+00,2.09081653e-01,3.0271,0.00000000e+00,1.35000000e+00,solid,6.33,3
+96,G4_ADIPOSE_TISSUE_ICRP,63.2000,3.23670000e+00,1.82700000e-01,2.65300000e+00,1.02784993e-01,3.4817,0.00000000e+00,9.50000000e-01,solid,6.02,7
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+98,G4_ALANINE,71.9000,3.09650000e+00,1.35400000e-01,2.63360000e+00,1.14850296e-01,3.3526,0.00000000e+00,1.42000000e+00,solid,6.48,4
+99,G4_ALUMINUM_OXIDE,145.2000,3.56816987e+00,2.58203080e-01,3.05820308e+00,1.08377403e-01,3.0000,0.00000000e+00,3.97000000e+00,solid,10.65,2
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diff --git a/validation/results/g4_tables/doppler/doppler_Z1.csv b/validation/results/g4_tables/doppler/doppler_Z1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d9a3b1a901ad1e885e089abd33315e4453f8293
--- /dev/null
+++ b/validation/results/g4_tables/doppler/doppler_Z1.csv
@@ -0,0 +1,7 @@
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diff --git a/validation/results/g4_tables/doppler/doppler_Z10.csv b/validation/results/g4_tables/doppler/doppler_Z10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0ce1056603c05ede859a089a34cf2fa05df37c2d
--- /dev/null
+++ b/validation/results/g4_tables/doppler/doppler_Z10.csv
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diff --git a/validation/results/g4_tables/doppler/doppler_Z100.csv b/validation/results/g4_tables/doppler/doppler_Z100.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7ea93195f50437d69321061afba1a9eae5f32b7
--- /dev/null
+++ b/validation/results/g4_tables/doppler/doppler_Z100.csv
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..8404809f089ffea59c6baaa0cb89ea7d659776d4
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..bd7b685fc62e1735f1b4c120656160b45526f317
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new file mode 100644
index 0000000000000000000000000000000000000000..c337f346d5c36203bf03661badc82c0d05242da7
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new file mode 100644
index 0000000000000000000000000000000000000000..c261286124f8876ecba10d803af5f1646f60e906
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new file mode 100644
index 0000000000000000000000000000000000000000..a904e0721409252e81a404edfee83f63558d2d6c
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..a4b3168decde52321bcd0d23962158cd70ee878c
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new file mode 100644
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new file mode 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..ad4cd262ad11311f43515806567e7f4c7fc37cdf
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new file mode 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..6fc293e501f45cf501221e5ae35be1cc082ac11a
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new file mode 100644
index 0000000000000000000000000000000000000000..e0b799a9a0149a189954e51e3e0008fd4f3c54d6
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new file mode 100644
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new file mode 100644
index 0000000000000000000000000000000000000000..1457e586989e2e6cce0c0cf9796843523aab03e3
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..70f280c8b2efca5513d751021f33192e3ddbd0c5
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new file mode 100644
index 0000000000000000000000000000000000000000..185da773d2c82e44c17f53c90de29522f7c41d4f
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new file mode 100644
index 0000000000000000000000000000000000000000..3c29d81c6b2fb1d9efe04feefd8ff89b06c08f0d
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diff --git a/validation/results/g4_tables/doppler/doppler_Z92.csv b/validation/results/g4_tables/doppler/doppler_Z92.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f8f810d6a465f01b46c5c0d8149f361224ab794
--- /dev/null
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diff --git a/validation/results/g4_tables/doppler/doppler_Z93.csv b/validation/results/g4_tables/doppler/doppler_Z93.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4157507b88e1d450f8b63221952d8ec5d70f4fc
--- /dev/null
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diff --git a/validation/results/g4_tables/doppler/doppler_Z94.csv b/validation/results/g4_tables/doppler/doppler_Z94.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24fa90795b435ae145557a2b56a40c458c93903f
--- /dev/null
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diff --git a/validation/results/g4_tables/doppler/doppler_Z95.csv b/validation/results/g4_tables/doppler/doppler_Z95.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c502780e1c2fe17deac4277a0ccc8cee532c8222
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..950559c1a3fdbf093952f10113b1bcdc11e8e8ef
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new file mode 100644
index 0000000000000000000000000000000000000000..1393f9da09a22abf9a9b778f5e1ece83024ac9be
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new file mode 100644
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diff --git a/validation/results/g4_tables/doppler/doppler_Z99.csv b/validation/results/g4_tables/doppler/doppler_Z99.csv
new file mode 100644
index 0000000000000000000000000000000000000000..736e284506c80d62eb807884d8c4867c94045886
--- /dev/null
+++ b/validation/results/g4_tables/doppler/doppler_Z99.csv
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diff --git a/validation/results/g4_tables/element_radlen.csv b/validation/results/g4_tables/element_radlen.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bd95b5d970545a40590866e24c8c313bcf62605
--- /dev/null
+++ b/validation/results/g4_tables/element_radlen.csv
@@ -0,0 +1,93 @@
+z,symbol,A_gmol,density_gcm3,radlen_mm,nucl_int_len_mm
+1,H,1.00794075e+00,8.37480000e-05,7.52776294e+06,4.17920461e+06
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+26,Fe,5.58451108e+01,7.87400000e+00,1.75749347e+01,1.69903003e+02
+27,Co,5.89332000e+01,8.90000000e+00,1.53005170e+01,1.53037577e+02
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+31,Ga,6.97230810e+01,5.90400000e+00,2.11279759e+01,2.43994809e+02
+32,Ge,7.26127869e+01,5.32300000e+00,2.30129988e+01,2.74314848e+02
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+36,Kr,8.37993175e+01,3.47832000e-03,3.26943927e+04,4.40330437e+05
+37,Rb,8.54676764e+01,1.53200000e+00,7.19774075e+01,1.00633663e+03
+38,Sr,8.76166395e+01,2.54000000e+00,4.23699897e+01,6.12016635e+02
+39,Y,8.89058000e+01,4.46900000e+00,2.32942636e+01,3.49543386e+02
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+41,Nb,9.29064000e+01,8.57000000e+00,1.15783152e+01,1.84970499e+02
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+43,Tc,9.79072000e+01,1.15000000e+01,8.33148645e+00,1.40273333e+02
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+45,Rh,1.02906000e+02,1.24100000e+01,7.46619240e+00,1.32162992e+02
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+50,Sn,1.18710122e+02,7.31000000e+00,1.20637131e+01,2.35313378e+02
+51,Sb,1.21759800e+02,6.69100000e+00,1.30401276e+01,2.59265676e+02
+52,Te,1.27602820e+02,6.24000000e+00,1.41457368e+01,2.82381938e+02
+53,I,1.26904000e+02,4.93000000e+00,1.72016407e+01,3.56762827e+02
+54,Xe,1.31292449e+02,5.48536000e-03,1.54620478e+04,3.24296947e+05
+55,Cs,1.32905000e+02,1.87300000e+00,4.43420203e+01,9.53624518e+02
+56,Ba,1.37326799e+02,3.50000000e+00,2.37332483e+01,5.15923291e+02
+57,La,1.38905101e+02,6.15400000e+00,1.32238363e+01,2.94543868e+02
+58,Ce,1.40115311e+02,6.65700000e+00,1.19506170e+01,2.73076747e+02
+59,Pr,1.40908000e+02,6.71000000e+00,1.15620266e+01,2.71429747e+02
+60,Nd,1.44236236e+02,6.90000000e+00,1.11667404e+01,2.66017648e+02
+61,Pm,1.44913000e+02,7.22000000e+00,1.04084599e+01,2.54624388e+02
+62,Sm,1.50366362e+02,7.46000000e+00,1.01524482e+01,2.49485982e+02
+63,Eu,1.51964322e+02,5.24300000e+00,1.41867710e+01,3.56234054e+02
+64,Gd,1.57252125e+02,7.90040000e+00,9.47208383e+00,2.39121067e+02
+65,Tb,1.58925000e+02,8.22900000e+00,8.93977324e+00,2.30383704e+02
+66,Dy,1.62497110e+02,8.55000000e+00,8.56140125e+00,2.23383202e+02
+67,Ho,1.64930000e+02,8.79500000e+00,8.22446959e+00,2.18238879e+02
+68,Er,1.67256023e+02,9.06600000e+00,7.88093931e+00,2.12705941e+02
+69,Tm,1.68934000e+02,9.32100000e+00,7.54428305e+00,2.07576376e+02
+70,Yb,1.73037638e+02,6.73000000e+00,1.04332312e+01,2.89800996e+02
+71,Lu,1.74966952e+02,9.84000000e+00,7.03651401e+00,1.98941317e+02
+72,Hf,1.78485175e+02,1.33100000e+01,5.17717252e+00,1.48055339e+02
+73,Ta,1.80947880e+02,1.66540000e+01,4.09392037e+00,1.18868656e+02
+74,W,1.83841610e+02,1.93000000e+01,3.50418018e+00,1.03115838e+02
+75,Re,1.86206878e+02,2.10200000e+01,3.18283192e+00,9.50825033e+01
+76,Os,1.90224555e+02,2.25700000e+01,2.95860987e+00,8.91850470e+01
+77,Ir,1.92216254e+02,2.24200000e+01,2.94141595e+00,9.00939941e+01
+78,Pt,1.95078004e+02,2.14500000e+01,3.05053271e+00,9.46332053e+01
+79,Au,1.96967000e+02,1.93200000e+01,3.34436442e+00,1.05404410e+02
+80,Hg,2.00599100e+02,1.35460000e+01,4.75241143e+00,1.51251608e+02
+81,Tl,2.04382930e+02,1.17200000e+01,5.47664921e+00,1.75909249e+02
+82,Pb,2.07217000e+02,1.13500000e+01,5.61253263e+00,1.82479470e+02
+83,Bi,2.08980000e+02,9.74700000e+00,6.45388244e+00,2.13091121e+02
+84,Po,2.08982000e+02,9.32000000e+00,6.61091600e+00,2.22854698e+02
+85,At,2.09987000e+02,9.32000000e+00,6.50799258e+00,2.23211365e+02
+86,Rn,2.22018000e+02,9.00662000e-03,6.97776667e+03,2.35307427e+05
+87,Fr,2.23020000e+02,1.00000000e+00,6.18825738e+01,2.12250807e+03
+88,Ra,2.26025000e+02,5.00000000e+00,1.22986587e+01,4.26399710e+02
+89,Ac,2.27028000e+02,1.00700000e+01,6.01558191e+00,2.12030539e+02
+90,Th,2.32038000e+02,1.17200000e+01,5.18230317e+00,1.83510185e+02
+91,Pa,2.31036000e+02,1.53700000e+01,3.86069534e+00,1.39729283e+02
+92,U,2.38029129e+02,1.89500000e+01,3.16629619e+00,1.14463995e+02
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z1.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb53e7ea38f0b0c49c7553d832506475a5e20844
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z1.csv
@@ -0,0 +1,45 @@
+# Z=1 nShells_data=1 nShells_G4=1
+# Binding energies (eV): 1.36000000e+01
+shell,energy_keV,xs_barn
+0,1.36100000e-08,0.00000000e+00
+0,1.41700000e-08,4.05430000e+30
+0,1.50090000e-08,9.58510000e+30
+0,1.58490000e-08,1.45460000e+31
+0,1.79010000e-08,2.47010000e+31
+0,1.99530000e-08,3.26160000e+31
+0,2.25360000e-08,4.01620000e+31
+0,2.51190000e-08,4.56930000e+31
+0,3.16230000e-08,5.38890000e+31
+0,3.98110000e-08,5.78370000e+31
+0,6.30960000e-08,5.63150000e+31
+0,1.99530000e-07,3.26100000e+31
+0,3.16230000e-07,2.37990000e+31
+0,5.01190000e-07,1.68500000e+31
+0,6.30960000e-07,1.40640000e+31
+0,8.15480000e-07,1.14430000e+31
+0,1.00000000e-06,9.68220000e+30
+0,1.58490000e-06,6.58840000e+30
+0,2.51190000e-06,4.44840000e+30
+0,3.98110000e-06,2.98890000e+30
+0,6.30960000e-06,2.00340000e+30
+0,8.15480000e-06,1.60290000e+30
+0,1.00000000e-05,1.34270000e+30
+0,1.58490000e-05,9.02280000e+29
+0,2.51190000e-05,6.09890000e+29
+0,3.98110000e-05,4.16490000e+29
+0,6.30960000e-05,2.89030000e+29
+0,8.15480000e-05,2.38110000e+29
+0,1.25890000e-04,1.75220000e+29
+0,1.99530000e-04,1.31440000e+29
+0,3.16230000e-04,1.03530000e+29
+0,3.16230000e-04,1.03530000e+29
+0,5.01190000e-04,8.62080000e+28
+0,5.01190000e-04,8.62080000e+28
+0,6.30960000e-04,8.03530000e+28
+0,7.94330000e-04,7.58550000e+28
+0,1.25890000e-03,6.99400000e+28
+0,1.99530000e-03,6.70120000e+28
+0,3.16230000e-03,6.61630000e+28
+0,5.01190000e-03,6.67570000e+28
+0,6.30960000e-03,6.74270000e+28
+0,1.00000000e+02,8.28920000e+28
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z10.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855f92b027a07eb98d45024e25ee61c0fa25dfed
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z10.csv
@@ -0,0 +1,153 @@
+# Z=10 nShells_data=4 nShells_G4=4
+# Binding energies (eV): 8.70100000e+02 4.84700000e+01 2.16600000e+01 2.15600000e+01
+shell,energy_keV,xs_barn
+0,8.58180000e-07,0.00000000e+00
+0,8.93640000e-07,3.23630000e+27
+0,9.46820000e-07,7.77730000e+27
+0,1.00000000e-06,1.18610000e+28
+0,1.12950000e-06,1.99950000e+28
+0,1.42190000e-06,3.17380000e+28
+0,1.58490000e-06,3.56960000e+28
+0,1.99530000e-06,4.12120000e+28
+0,2.51190000e-06,4.35320000e+28
+0,3.98110000e-06,4.15850000e+28
+0,6.30960000e-06,3.53160000e+28
+0,1.00000000e-05,2.80360000e+28
+0,1.58490000e-05,2.13480000e+28
+0,2.51190000e-05,1.58740000e+28
+0,3.98110000e-05,1.17020000e+28
+0,6.30960000e-05,8.67010000e+27
+0,8.15480000e-05,7.39110000e+27
+0,1.25890000e-04,5.75880000e+27
+0,1.99530000e-04,4.59940000e+27
+0,2.51190000e-04,4.19030000e+27
+0,3.16230000e-04,3.87110000e+27
+0,5.01190000e-04,3.45630000e+27
+0,6.30960000e-04,3.34580000e+27
+0,7.94330000e-04,3.27430000e+27
+0,1.25890000e-03,3.25900000e+27
+0,1.25890000e-03,3.25900000e+27
+0,1.99530000e-03,3.35100000e+27
+0,3.16230000e-03,3.52310000e+27
+0,5.01190000e-03,3.74210000e+27
+0,6.30960000e-03,3.85700000e+27
+0,7.94330000e-03,3.98800000e+27
+0,1.25890000e-02,4.24450000e+27
+0,1.58490000e-02,4.35890000e+27
+0,3.98110000e-02,4.77750000e+27
+0,1.00000000e+02,5.02660000e+27
+1,4.32300000e-08,0.00000000e+00
+1,4.49520000e-08,2.61270000e+29
+1,4.75350000e-08,6.21850000e+29
+1,5.01190000e-08,9.52500000e+29
+1,5.66070000e-08,1.68630000e+30
+1,6.30960000e-08,2.31870000e+30
+1,7.23220000e-08,3.08460000e+30
+1,8.61610000e-08,4.00440000e+30
+1,1.00000000e-07,4.70510000e+30
+1,1.58490000e-07,6.17500000e+30
+1,1.99530000e-07,6.45150000e+30
+1,3.16230000e-07,6.18320000e+30
+1,1.00000000e-06,3.51780000e+30
+1,1.58490000e-06,2.53690000e+30
+1,2.51190000e-06,1.77440000e+30
+1,3.98110000e-06,1.21690000e+30
+1,6.30960000e-06,8.24850000e+29
+1,8.15480000e-06,6.62360000e+29
+1,1.00000000e-05,5.55990000e+29
+1,1.58490000e-05,3.74620000e+29
+1,2.51190000e-05,2.53660000e+29
+1,3.98110000e-05,1.73680000e+29
+1,6.30960000e-05,1.21180000e+29
+1,8.15480000e-05,1.00340000e+29
+1,1.25890000e-04,7.48110000e+28
+1,1.99530000e-04,5.73200000e+28
+1,3.16230000e-04,4.64750000e+28
+1,3.16230000e-04,4.64750000e+28
+1,5.01190000e-04,4.00860000e+28
+1,5.01190000e-04,4.00860000e+28
+1,6.30960000e-04,3.80820000e+28
+1,7.94330000e-04,3.66620000e+28
+1,1.25890000e-03,3.51820000e+28
+1,1.25890000e-03,3.51820000e+28
+1,1.00000000e+02,3.61500000e+28
+2,2.00800000e-08,0.00000000e+00
+2,2.13400000e-08,2.25410000e+30
+2,2.32290000e-08,5.34640000e+30
+2,2.51190000e-08,8.14270000e+30
+2,2.83710000e-08,1.24020000e+31
+2,3.16230000e-08,1.60960000e+31
+2,5.01190000e-08,2.99920000e+31
+2,8.15480000e-08,3.79360000e+31
+2,1.25890000e-07,3.84680000e+31
+2,3.16230000e-07,2.80900000e+31
+2,5.01190000e-07,2.16010000e+31
+2,6.30960000e-07,1.86250000e+31
+2,8.15480000e-07,1.56200000e+31
+2,1.00000000e-06,1.34900000e+31
+2,1.58490000e-06,9.52340000e+30
+2,2.51190000e-06,6.61220000e+30
+2,3.98110000e-06,4.53580000e+30
+2,6.30960000e-06,3.09040000e+30
+2,8.15480000e-06,2.49190000e+30
+2,1.00000000e-05,2.09940000e+30
+2,1.58490000e-05,1.42740000e+30
+2,2.51190000e-05,9.75670000e+29
+2,3.98110000e-05,6.74170000e+29
+2,6.30960000e-05,4.74480000e+29
+2,8.15480000e-05,3.94660000e+29
+2,1.25890000e-04,2.96350000e+29
+2,1.99530000e-04,2.28630000e+29
+2,3.16230000e-04,1.86450000e+29
+2,3.16230000e-04,1.86450000e+29
+2,5.01190000e-04,1.61420000e+29
+2,5.01190000e-04,1.61420000e+29
+2,6.30960000e-04,1.53440000e+29
+2,7.94330000e-04,1.47640000e+29
+2,1.25890000e-03,1.40890000e+29
+2,1.99530000e-03,1.38520000e+29
+2,3.16230000e-03,1.38580000e+29
+2,5.01190000e-03,1.39310000e+29
+2,7.94330000e-03,1.38970000e+29
+2,1.00000000e-02,1.37860000e+29
+2,1.00000000e+02,1.38040000e+29
+3,1.99600000e-08,0.00000000e+00
+3,2.12500000e-08,4.70500000e+30
+3,2.31840000e-08,1.11600000e+31
+3,2.51190000e-08,1.69770000e+31
+3,2.83710000e-08,2.56080000e+31
+3,3.16230000e-08,3.30820000e+31
+3,5.01190000e-08,6.10480000e+31
+3,8.15480000e-08,7.68770000e+31
+3,1.25890000e-07,7.77840000e+31
+3,3.16230000e-07,5.66640000e+31
+3,5.01190000e-07,4.35440000e+31
+3,6.30960000e-07,3.75350000e+31
+3,8.15480000e-07,3.14710000e+31
+3,1.00000000e-06,2.71740000e+31
+3,1.58490000e-06,1.91780000e+31
+3,2.51190000e-06,1.33120000e+31
+3,3.98110000e-06,9.13050000e+30
+3,6.30960000e-06,6.22000000e+30
+3,8.15480000e-06,5.01510000e+30
+3,1.00000000e-05,4.22510000e+30
+3,1.58490000e-05,2.87250000e+30
+3,2.51190000e-05,1.96320000e+30
+3,3.98110000e-05,1.35640000e+30
+3,6.30960000e-05,9.54600000e+29
+3,8.15480000e-05,7.93980000e+29
+3,1.25890000e-04,5.96160000e+29
+3,1.99530000e-04,4.59890000e+29
+3,3.16230000e-04,3.75010000e+29
+3,3.16230000e-04,3.75010000e+29
+3,5.01190000e-04,3.24630000e+29
+3,5.01190000e-04,3.24630000e+29
+3,6.30960000e-04,3.08570000e+29
+3,7.94330000e-04,2.96890000e+29
+3,1.25890000e-03,2.83270000e+29
+3,1.99530000e-03,2.78480000e+29
+3,3.16230000e-03,2.78560000e+29
+3,5.01190000e-03,2.80000000e+29
+3,7.94330000e-03,2.79310000e+29
+3,1.00000000e-02,2.77070000e+29
+3,1.00000000e+02,2.77430000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z11.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z11.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfbeb984209b5457d8d5109147e65959d630f839
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z11.csv
@@ -0,0 +1,177 @@
+# Z=11 nShells_data=5 nShells_G4=5
+# Binding energies (eV): 1.07500000e+03 6.60000000e+01 3.40000000e+01 3.40000000e+01 5.14000000e+00
+shell,energy_keV,xs_barn
+0,1.06400000e-06,0.00000000e+00
+0,1.11270000e-06,2.18740000e+27
+0,1.18580000e-06,5.14090000e+27
+0,1.25890000e-06,7.73720000e+27
+0,1.42190000e-06,1.24930000e+28
+0,1.79010000e-06,1.95400000e+28
+0,1.99530000e-06,2.20000000e+28
+0,2.51190000e-06,2.54520000e+28
+0,3.16230000e-06,2.68970000e+28
+0,5.01190000e-06,2.57290000e+28
+0,1.00000000e-05,1.96460000e+28
+0,1.58490000e-05,1.52700000e+28
+0,2.51190000e-05,1.15120000e+28
+0,3.98110000e-05,8.56510000e+27
+0,6.30960000e-05,6.38620000e+27
+0,8.15480000e-05,5.45820000e+27
+0,1.25890000e-04,4.26700000e+27
+0,1.99530000e-04,3.41650000e+27
+0,2.51190000e-04,3.11570000e+27
+0,3.16230000e-04,2.88080000e+27
+0,5.01190000e-04,2.57550000e+27
+0,6.30960000e-04,2.49460000e+27
+0,7.94330000e-04,2.44310000e+27
+0,1.25890000e-03,2.43630000e+27
+0,1.25890000e-03,2.43630000e+27
+0,1.99530000e-03,2.50870000e+27
+0,3.16230000e-03,2.64000000e+27
+0,5.01190000e-03,2.80460000e+27
+0,6.30960000e-03,2.88980000e+27
+0,7.94330000e-03,2.98950000e+27
+0,1.25890000e-02,3.18670000e+27
+0,1.58490000e-02,3.27630000e+27
+0,3.98110000e-02,3.63780000e+27
+0,1.00000000e+02,3.92840000e+27
+1,6.44800000e-08,0.00000000e+00
+1,6.67000000e-08,1.16600000e+29
+1,7.08620000e-08,3.19620000e+29
+1,7.81470000e-08,6.38070000e+29
+1,8.90730000e-08,1.05220000e+30
+1,1.00000000e-07,1.40760000e+30
+1,1.58490000e-07,2.59980000e+30
+1,2.51190000e-07,3.20440000e+30
+1,3.16230000e-07,3.26860000e+30
+1,1.00000000e-06,2.20850000e+30
+1,1.58490000e-06,1.65250000e+30
+1,2.51190000e-06,1.18770000e+30
+1,3.98110000e-06,8.31610000e+29
+1,6.30960000e-06,5.72910000e+29
+1,8.15480000e-06,4.63580000e+29
+1,1.00000000e-05,3.91280000e+29
+1,1.58490000e-05,2.66560000e+29
+1,2.51190000e-05,1.82210000e+29
+1,3.98110000e-05,1.25820000e+29
+1,6.30960000e-05,8.84700000e+28
+1,8.15480000e-05,7.35520000e+28
+1,1.25890000e-04,5.51990000e+28
+1,1.99530000e-04,4.25780000e+28
+1,3.16230000e-04,3.47500000e+28
+1,3.16230000e-04,3.47500000e+28
+1,5.01190000e-04,3.01740000e+28
+1,5.01190000e-04,3.01740000e+28
+1,6.30960000e-04,2.87660000e+28
+1,7.94330000e-04,2.77990000e+28
+1,1.25890000e-03,2.69060000e+28
+1,1.25890000e-03,2.69060000e+28
+1,1.00000000e+02,2.91180000e+28
+2,3.64200000e-08,0.00000000e+00
+2,3.98110000e-08,9.67660000e+29
+2,4.49650000e-08,2.35030000e+30
+2,5.01190000e-08,3.63280000e+30
+2,6.30960000e-08,6.52370000e+30
+2,8.15480000e-08,9.70600000e+30
+2,1.25890000e-07,1.33720000e+31
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+2,2.51190000e-05,5.64580000e+29
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+2,5.01190000e-04,9.84750000e+28
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+2,7.94330000e-04,9.11870000e+28
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+2,1.00000000e+02,9.14330000e+28
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+3,1.58490000e-07,2.85140000e+31
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+3,8.15480000e-07,1.59460000e+31
+3,1.00000000e-06,1.40020000e+31
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+3,3.98110000e-06,5.05380000e+30
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+3,1.25890000e-03,1.78070000e+29
+3,1.00000000e+02,1.84010000e+29
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+4,5.29500000e-09,8.61280000e+30
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+4,5.92910000e-09,4.10980000e+31
+4,6.30960000e-09,5.75920000e+31
+4,7.23220000e-09,9.14020000e+31
+4,8.61610000e-09,1.29930000e+32
+4,1.00000000e-08,1.58490000e+32
+4,1.58490000e-08,2.15930000e+32
+4,1.99530000e-08,2.25400000e+32
+4,3.16230000e-08,2.13530000e+32
+4,6.30960000e-08,1.56050000e+32
+4,8.15480000e-08,1.32480000e+32
+4,1.00000000e-07,1.14850000e+32
+4,1.58490000e-07,8.05020000e+31
+4,2.51190000e-07,5.45850000e+31
+4,3.98110000e-07,3.61900000e+31
+4,6.30960000e-07,2.36360000e+31
+4,8.15480000e-07,1.85600000e+31
+4,1.00000000e-06,1.52870000e+31
+4,1.58490000e-06,9.82630000e+30
+4,2.51190000e-06,6.29390000e+30
+4,3.98110000e-06,4.02560000e+30
+4,6.30960000e-06,2.57590000e+30
+4,8.15480000e-06,2.01060000e+30
+4,1.00000000e-05,1.65250000e+30
+4,1.58490000e-05,1.06550000e+30
+4,2.51190000e-05,6.93000000e+29
+4,3.98110000e-05,4.56930000e+29
+4,6.30960000e-05,3.07560000e+29
+4,8.15480000e-05,2.49730000e+29
+4,1.25890000e-04,1.80220000e+29
+4,1.99530000e-04,1.33410000e+29
+4,3.16230000e-04,1.04460000e+29
+4,3.16230000e-04,1.04460000e+29
+4,3.98110000e-04,9.45760000e+28
+4,5.01190000e-04,8.68990000e+28
+4,7.94330000e-04,7.65840000e+28
+4,1.00000000e-03,7.34040000e+28
+4,1.25890000e-03,7.09440000e+28
+4,1.99530000e-03,6.79840000e+28
+4,1.00000000e+02,6.52990000e+28
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z12.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z12.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f755fc87ca62f15e4cb2b03075c6ed6f08be43af
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z12.csv
@@ -0,0 +1,170 @@
+# Z=12 nShells_data=5 nShells_G4=5
+# Binding energies (eV): 1.30800000e+03 9.20000000e+01 5.40000000e+01 5.40000000e+01 7.65000000e+00
+shell,energy_keV,xs_barn
+0,1.29450000e-06,0.00000000e+00
+0,1.33080000e-06,9.67010000e+26
+0,1.39430000e-06,2.54480000e+27
+0,1.48960000e-06,4.64860000e+27
+0,1.58490000e-06,6.48310000e+27
+0,1.79010000e-06,9.68600000e+27
+0,2.25360000e-06,1.42460000e+28
+0,2.51190000e-06,1.57630000e+28
+0,3.16230000e-06,1.78520000e+28
+0,3.98110000e-06,1.85870000e+28
+0,6.30960000e-06,1.75310000e+28
+0,1.25890000e-05,1.33000000e+28
+0,1.99530000e-05,1.03430000e+28
+0,3.16230000e-05,7.83220000e+27
+0,5.01190000e-05,5.87610000e+27
+0,6.30960000e-05,5.09880000e+27
+0,8.15480000e-05,4.37320000e+27
+0,1.25890000e-04,3.43530000e+27
+0,1.99530000e-04,2.76180000e+27
+0,2.51190000e-04,2.52290000e+27
+0,3.16230000e-04,2.33640000e+27
+0,5.01190000e-04,2.09460000e+27
+0,6.30960000e-04,2.03130000e+27
+0,7.94330000e-04,1.99170000e+27
+0,1.25890000e-03,1.99040000e+27
+0,1.25890000e-03,1.99040000e+27
+0,1.99530000e-03,2.05340000e+27
+0,3.16230000e-03,2.16450000e+27
+0,5.01190000e-03,2.30290000e+27
+0,6.30960000e-03,2.37460000e+27
+0,7.94330000e-03,2.45790000e+27
+0,1.25890000e-02,2.62240000e+27
+0,1.58490000e-02,2.69710000e+27
+0,3.98110000e-02,2.98740000e+27
+0,1.00000000e+02,3.19720000e+27
+1,8.94600000e-08,0.00000000e+00
+1,9.20950000e-08,5.88150000e+28
+1,1.00000000e-07,2.20860000e+29
+1,1.12950000e-07,4.51300000e+29
+1,1.25890000e-07,6.49000000e+29
+1,1.42190000e-07,8.59440000e+29
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+3,1.00000000e+02,1.26670000e+29
+4,6.89000000e-09,0.00000000e+00
+4,7.08440000e-09,7.78900000e+30
+4,7.44880000e-09,2.12240000e+31
+4,8.08660000e-09,4.18780000e+31
+4,9.04330000e-09,6.80000000e+31
+4,1.00000000e-08,8.98230000e+31
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+4,2.51190000e-08,2.17370000e+32
+4,3.16230000e-08,2.24720000e+32
+4,6.30960000e-08,1.93320000e+32
+4,1.00000000e-07,1.52610000e+32
+4,1.58490000e-07,1.12010000e+32
+4,2.51190000e-07,7.83470000e+31
+4,3.98110000e-07,5.30380000e+31
+4,6.30960000e-07,3.51250000e+31
+4,8.15480000e-07,2.77360000e+31
+4,1.00000000e-06,2.29300000e+31
+4,1.58490000e-06,1.48310000e+31
+4,2.51190000e-06,9.53980000e+30
+4,3.98110000e-06,6.11970000e+30
+4,6.30960000e-06,3.92440000e+30
+4,8.15480000e-06,3.06620000e+30
+4,1.00000000e-05,2.52180000e+30
+4,1.58490000e-05,1.62830000e+30
+4,2.51190000e-05,1.06040000e+30
+4,3.98110000e-05,6.99950000e+29
+4,6.30960000e-05,4.71660000e+29
+4,8.15480000e-05,3.83220000e+29
+4,1.25890000e-04,2.76820000e+29
+4,1.99530000e-04,2.05150000e+29
+4,3.16230000e-04,1.60820000e+29
+4,3.16230000e-04,1.60820000e+29
+4,3.98110000e-04,1.45680000e+29
+4,5.01190000e-04,1.33930000e+29
+4,7.94330000e-04,1.18150000e+29
+4,1.00000000e-03,1.13310000e+29
+4,1.25890000e-03,1.09560000e+29
+4,1.99530000e-03,1.05060000e+29
+4,1.00000000e+02,1.01040000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z13.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z13.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8db7461f0c13991ca58d33a075d291616fb0fa9
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z13.csv
@@ -0,0 +1,252 @@
+# Z=13 nShells_data=7 nShells_G4=6
+# Binding energies (eV): 1.56400000e+03 1.21000000e+02 7.70000000e+01 7.70000000e+01 1.06200000e+01 5.99000000e+00
+shell,energy_keV,xs_barn
+0,1.54990000e-06,0.00000000e+00
+0,1.58490000e-06,5.24420000e+26
+0,1.68750000e-06,1.94240000e+27
+0,1.84140000e-06,3.76030000e+27
+0,1.99530000e-06,5.27520000e+27
+0,2.25360000e-06,7.28440000e+27
+0,2.83710000e-06,1.01400000e+28
+0,3.16230000e-06,1.10720000e+28
+0,3.98110000e-06,1.22990000e+28
+0,5.01190000e-06,1.26690000e+28
+0,1.58490000e-05,8.90670000e+27
+0,2.51190000e-05,6.93020000e+27
+0,3.98110000e-05,5.27080000e+27
+0,6.30960000e-05,3.99170000e+27
+0,8.15480000e-05,3.43460000e+27
+0,1.25890000e-04,2.70930000e+27
+0,1.99530000e-04,2.18520000e+27
+0,3.16230000e-04,1.85120000e+27
+0,5.01190000e-04,1.66680000e+27
+0,5.01190000e-04,1.66680000e+27
+0,7.94330000e-04,1.58300000e+27
+0,1.00000000e-03,1.57680000e+27
+0,1.25890000e-03,1.58110000e+27
+0,1.99530000e-03,1.62800000e+27
+0,3.16230000e-03,1.71560000e+27
+0,5.01190000e-03,1.83110000e+27
+0,6.30960000e-03,1.89470000e+27
+0,7.94330000e-03,1.96250000e+27
+0,1.25890000e-02,2.09510000e+27
+0,1.58490000e-02,2.15400000e+27
+0,3.98110000e-02,2.38540000e+27
+0,1.00000000e+02,2.54920000e+27
+1,1.19050000e-07,0.00000000e+00
+1,1.22470000e-07,3.39140000e+28
+1,1.25890000e-07,6.64500000e+28
+1,1.42190000e-07,2.06490000e+29
+1,1.58490000e-07,3.27550000e+29
+1,1.79010000e-07,4.57500000e+29
+1,1.99530000e-07,5.66810000e+29
+1,3.16230000e-07,9.25390000e+29
+1,5.01190000e-07,1.06610000e+30
+1,6.30960000e-07,1.05960000e+30
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+1,2.51190000e-06,5.83920000e+29
+1,3.98110000e-06,4.25730000e+29
+1,6.30960000e-06,3.02160000e+29
+1,8.15480000e-06,2.47770000e+29
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+1,3.98110000e-05,7.09310000e+28
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+1,8.15480000e-05,4.21220000e+28
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+1,1.99530000e-04,2.47880000e+28
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+1,5.01190000e-04,1.78350000e+28
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+1,7.94330000e-04,1.65500000e+28
+1,1.25890000e-03,1.61280000e+28
+1,1.25890000e-03,1.61280000e+28
+1,1.99530000e-03,1.62410000e+28
+1,3.16230000e-03,1.66550000e+28
+1,5.01190000e-03,1.71340000e+28
+1,7.94330000e-03,1.74200000e+28
+1,1.00000000e-02,1.74050000e+28
+1,1.00000000e+02,1.77550000e+28
+2,8.12000000e-08,0.00000000e+00
+2,8.35500000e-08,7.94510000e+28
+2,9.17750000e-08,3.77860000e+29
+2,1.12950000e-07,1.19140000e+30
+2,1.25890000e-07,1.62240000e+30
+2,1.42190000e-07,2.07560000e+30
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+2,2.51190000e-07,3.42280000e+30
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+2,5.01190000e-07,3.39060000e+30
+2,1.58490000e-06,2.01730000e+30
+2,2.51190000e-06,1.49900000e+30
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+2,8.15480000e-06,6.31020000e+29
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z14.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z14.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96369ae1e295cab4c147341cba00f8d1070a17b0
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z14.csv
@@ -0,0 +1,249 @@
+# Z=14 nShells_data=7 nShells_G4=6
+# Binding energies (eV): 1.84400000e+03 1.54000000e+02 1.04000000e+02 1.04000000e+02 1.34600000e+01 8.15000000e+00
+shell,energy_keV,xs_barn
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+5,5.01190000e-04,1.16170000e+29
+5,7.94330000e-04,1.03360000e+29
+5,1.00000000e-03,9.94070000e+28
+5,1.25890000e-03,9.63550000e+28
+5,1.99530000e-03,9.26720000e+28
+5,1.00000000e+02,8.93290000e+28
+6,6.52000000e-09,0.00000000e+00
+6,6.95500000e-09,1.32130000e+31
+6,7.71620000e-09,3.47730000e+31
+6,8.85810000e-09,6.37730000e+31
+6,1.00000000e-08,8.90730000e+31
+6,1.58490000e-08,1.72270000e+32
+6,2.51190000e-08,2.08680000e+32
+6,3.98110000e-08,2.10450000e+32
+6,1.00000000e-07,1.53600000e+32
+6,1.58490000e-07,1.17460000e+32
+6,2.51190000e-07,8.57400000e+31
+6,3.98110000e-07,6.06060000e+31
+6,6.30960000e-07,4.19050000e+31
+6,8.15480000e-07,3.38840000e+31
+6,1.00000000e-06,2.85390000e+31
+6,1.58490000e-06,1.92320000e+31
+6,2.51190000e-06,1.28640000e+31
+6,3.98110000e-06,8.55850000e+30
+6,6.30960000e-06,5.67380000e+30
+6,8.15480000e-06,4.50870000e+30
+6,1.00000000e-05,3.75510000e+30
+6,1.58490000e-05,2.48730000e+30
+6,2.51190000e-05,1.65520000e+30
+6,3.98110000e-05,1.11300000e+30
+6,6.30960000e-05,7.62180000e+29
+6,8.15480000e-05,6.24490000e+29
+6,1.25890000e-04,4.57350000e+29
+6,1.99530000e-04,3.43740000e+29
+6,3.16230000e-04,2.73010000e+29
+6,3.16230000e-04,2.73010000e+29
+6,3.98110000e-04,2.48770000e+29
+6,5.01190000e-04,2.29920000e+29
+6,7.94330000e-04,2.04560000e+29
+6,1.00000000e-03,1.96740000e+29
+6,1.25890000e-03,1.90700000e+29
+6,1.99530000e-03,1.83410000e+29
+6,1.00000000e+02,1.76790000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z15.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z15.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9720fd3f88571e8b7bd81678ce64bcfda8481bc
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z15.csv
@@ -0,0 +1,254 @@
+# Z=15 nShells_data=7 nShells_G4=6
+# Binding energies (eV): 2.14800000e+03 1.91000000e+02 1.35000000e+02 1.34000000e+02 1.61500000e+01 1.04900000e+01
+shell,energy_keV,xs_barn
+0,2.13040000e-06,0.00000000e+00
+0,2.22580000e-06,5.25520000e+26
+0,2.36880000e-06,1.23320000e+27
+0,2.51190000e-06,1.85630000e+27
+0,2.83710000e-06,3.01630000e+27
+0,3.57170000e-06,4.72370000e+27
+0,3.98110000e-06,5.32050000e+27
+0,5.01190000e-06,6.15510000e+27
+0,6.30960000e-06,6.51970000e+27
+0,1.00000000e-05,6.28760000e+27
+0,3.16230000e-05,3.85900000e+27
+0,5.01190000e-05,2.98070000e+27
+0,6.30960000e-05,2.61540000e+27
+0,8.15480000e-05,2.26640000e+27
+0,1.25890000e-04,1.80460000e+27
+0,1.99530000e-04,1.46600000e+27
+0,3.16230000e-04,1.24890000e+27
+0,5.01190000e-04,1.13030000e+27
+0,5.01190000e-04,1.13030000e+27
+0,7.94330000e-04,1.07720000e+27
+0,1.00000000e-03,1.07440000e+27
+0,1.25890000e-03,1.07850000e+27
+0,1.99530000e-03,1.11260000e+27
+0,3.16230000e-03,1.17460000e+27
+0,5.01190000e-03,1.25610000e+27
+0,6.30960000e-03,1.30120000e+27
+0,7.94330000e-03,1.34910000e+27
+0,1.25890000e-02,1.44310000e+27
+0,1.58490000e-02,1.48530000e+27
+0,3.98110000e-02,1.66780000e+27
+0,1.00000000e-01,1.79190000e+27
+0,1.00000000e+02,1.85020000e+27
+1,1.87150000e-07,0.00000000e+00
+1,1.93340000e-07,1.60910000e+28
+1,1.99530000e-07,3.15050000e+28
+1,2.25360000e-07,9.03580000e+28
+1,2.51190000e-07,1.41250000e+29
+1,2.83710000e-07,1.95850000e+29
+1,3.16230000e-07,2.41680000e+29
+1,5.01190000e-07,3.91070000e+29
+1,8.15480000e-07,4.46850000e+29
+1,1.58490000e-06,3.92820000e+29
+1,2.51190000e-06,3.17700000e+29
+1,3.98110000e-06,2.41520000e+29
+1,6.30960000e-06,1.76530000e+29
+1,8.15480000e-06,1.46580000e+29
+1,1.00000000e-05,1.25930000e+29
+1,1.58490000e-05,8.86740000e+28
+1,2.51190000e-05,6.22070000e+28
+1,3.98110000e-05,4.38700000e+28
+1,6.30960000e-05,3.14020000e+28
+1,8.15480000e-05,2.63410000e+28
+1,1.25890000e-04,2.00450000e+28
+1,1.99530000e-04,1.56720000e+28
+1,3.16230000e-04,1.29530000e+28
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+1,5.01190000e-04,1.13850000e+28
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+1,6.30960000e-04,1.09190000e+28
+1,7.94330000e-04,1.06160000e+28
+1,1.25890000e-03,1.04040000e+28
+1,1.25890000e-03,1.04040000e+28
+1,1.99530000e-03,1.05480000e+28
+1,3.16230000e-03,1.09070000e+28
+1,5.01190000e-03,1.13350000e+28
+1,6.30960000e-03,1.15240000e+28
+1,1.00000000e+02,1.23590000e+28
+2,1.39140000e-07,0.00000000e+00
+2,1.40350000e-07,1.07240000e+28
+2,1.42620000e-07,3.22200000e+28
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+2,2.51190000e-07,9.25650000e+29
+2,3.16230000e-07,1.16280000e+30
+2,3.98110000e-07,1.30070000e+30
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+2,6.30960000e-07,1.35070000e+30
+2,1.58490000e-06,1.00450000e+30
+2,2.51190000e-06,7.81680000e+29
+2,3.98110000e-06,5.84020000e+29
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+2,1.00000000e-05,3.03460000e+29
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+2,2.51190000e-05,1.52000000e+29
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+2,6.30960000e-05,7.81190000e+28
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+3,1.25890000e-04,1.01980000e+29
+3,1.99530000e-04,8.04030000e+28
+3,2.51190000e-04,7.28470000e+28
+3,3.16230000e-04,6.69600000e+28
+3,5.01190000e-04,5.92490000e+28
+3,6.30960000e-04,5.71180000e+28
+3,7.94330000e-04,5.56720000e+28
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+3,3.16230000e-03,5.76710000e+28
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+3,1.00000000e+02,6.29780000e+28
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+4,1.75530000e-08,7.42000000e+29
+4,1.81530000e-08,1.96850000e+30
+4,1.99530000e-08,5.21390000e+30
+4,2.25360000e-08,9.06230000e+30
+4,2.51190000e-08,1.22700000e+31
+4,3.98110000e-08,2.40200000e+31
+4,6.30960000e-08,3.15300000e+31
+4,8.15480000e-08,3.31850000e+31
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+4,8.15480000e-07,1.05760000e+31
+4,1.00000000e-06,8.92720000e+30
+4,1.58490000e-06,5.99640000e+30
+4,2.51190000e-06,3.96840000e+30
+4,3.98110000e-06,2.60310000e+30
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+4,8.15480000e-06,1.34020000e+30
+4,1.00000000e-05,1.10960000e+30
+4,1.58490000e-05,7.26520000e+29
+4,2.51190000e-05,4.79190000e+29
+4,3.98110000e-05,3.20130000e+29
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+4,8.15480000e-05,1.78410000e+29
+4,1.25890000e-04,1.30240000e+29
+4,1.99530000e-04,9.75920000e+28
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+4,1.00000000e-03,5.59490000e+28
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+4,1.99530000e-03,5.24800000e+28
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+5,1.12950000e-08,4.90480000e+31
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+5,1.58490000e-08,9.75710000e+31
+5,1.99530000e-08,1.17030000e+32
+5,3.98110000e-08,1.32490000e+32
+5,1.25890000e-07,9.30730000e+31
+5,1.99530000e-07,7.16270000e+31
+5,3.16230000e-07,5.28020000e+31
+5,5.01190000e-07,3.77470000e+31
+5,6.30960000e-07,3.16470000e+31
+5,8.15480000e-07,2.58690000e+31
+5,1.00000000e-06,2.19660000e+31
+5,1.58490000e-06,1.50530000e+31
+5,2.51190000e-06,1.02210000e+31
+5,3.98110000e-06,6.89470000e+30
+5,6.30960000e-06,4.62800000e+30
+5,8.15480000e-06,3.70230000e+30
+5,1.00000000e-05,3.09930000e+30
+5,1.58490000e-05,2.07540000e+30
+5,2.51190000e-05,1.39480000e+30
+5,3.98110000e-05,9.46050000e+29
+5,6.30960000e-05,6.52820000e+29
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+5,1.25890000e-04,3.95470000e+29
+5,1.99530000e-04,2.98810000e+29
+5,3.16230000e-04,2.38410000e+29
+5,3.16230000e-04,2.38410000e+29
+5,3.98110000e-04,2.17670000e+29
+5,5.01190000e-04,2.01520000e+29
+5,7.94330000e-04,1.79780000e+29
+5,1.00000000e-03,1.73080000e+29
+5,1.25890000e-03,1.67910000e+29
+5,1.99530000e-03,1.61690000e+29
+5,1.00000000e+02,1.56180000e+29
+6,8.33000000e-09,0.00000000e+00
+6,1.00000000e-08,5.80670000e+31
+6,1.12950000e-08,9.98720000e+31
+6,1.25890000e-08,1.36260000e+32
+6,1.42190000e-08,1.71160000e+32
+6,1.58490000e-08,1.96690000e+32
+6,1.99530000e-08,2.35380000e+32
+6,3.98110000e-08,2.66000000e+32
+6,1.25890000e-07,1.86520000e+32
+6,1.99530000e-07,1.43430000e+32
+6,3.16230000e-07,1.05670000e+32
+6,5.01190000e-07,7.54970000e+31
+6,6.30960000e-07,6.32820000e+31
+6,8.15480000e-07,5.17150000e+31
+6,1.00000000e-06,4.39030000e+31
+6,1.58490000e-06,3.00750000e+31
+6,2.51190000e-06,2.04150000e+31
+6,3.98110000e-06,1.37670000e+31
+6,6.30960000e-06,9.23820000e+30
+6,8.15480000e-06,7.38920000e+30
+6,1.00000000e-05,6.18500000e+30
+6,1.58490000e-05,4.14060000e+30
+6,2.51190000e-05,2.78210000e+30
+6,3.98110000e-05,1.88670000e+30
+6,6.30960000e-05,1.30170000e+30
+6,8.15480000e-05,1.07050000e+30
+6,1.25890000e-04,7.88360000e+29
+6,1.99530000e-04,5.95600000e+29
+6,3.16230000e-04,4.75160000e+29
+6,3.16230000e-04,4.75160000e+29
+6,3.98110000e-04,4.33800000e+29
+6,5.01190000e-04,4.01600000e+29
+6,7.94330000e-04,3.58270000e+29
+6,1.00000000e-03,3.44900000e+29
+6,1.25890000e-03,3.34650000e+29
+6,1.99530000e-03,3.22480000e+29
+6,1.00000000e+02,3.11200000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z16.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z16.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dc9bb8ad50284fe5cb84a81e331ed71cefd0601
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z16.csv
@@ -0,0 +1,259 @@
+# Z=16 nShells_data=7 nShells_G4=6
+# Binding energies (eV): 2.47600000e+03 2.32000000e+02 1.70000000e+02 1.68000000e+02 2.02000000e+01 1.03600000e+01
+shell,energy_keV,xs_barn
+0,2.45590000e-06,0.00000000e+00
+0,2.51190000e-06,2.03870000e+26
+0,2.67450000e-06,7.49200000e+26
+0,2.91840000e-06,1.45100000e+27
+0,3.16230000e-06,2.03770000e+27
+0,3.57170000e-06,2.81940000e+27
+0,4.49650000e-06,3.93290000e+27
+0,5.01190000e-06,4.29450000e+27
+0,6.30960000e-06,4.77680000e+27
+0,8.15480000e-06,4.94240000e+27
+0,2.51190000e-05,3.54800000e+27
+0,3.98110000e-05,2.80120000e+27
+0,6.30960000e-05,2.17730000e+27
+0,8.15480000e-05,1.89410000e+27
+0,1.25890000e-04,1.51590000e+27
+0,1.99530000e-04,1.23650000e+27
+0,3.16230000e-04,1.05620000e+27
+0,5.01190000e-04,9.57250000e+26
+0,5.01190000e-04,9.57250000e+26
+0,7.94330000e-04,9.13760000e+26
+0,1.00000000e-03,9.12260000e+26
+0,1.25890000e-03,9.16470000e+26
+0,1.99530000e-03,9.46830000e+26
+0,3.16230000e-03,1.00070000e+27
+0,5.01190000e-03,1.07110000e+27
+0,6.30960000e-03,1.10990000e+27
+0,7.94330000e-03,1.15120000e+27
+0,1.25890000e-02,1.23240000e+27
+0,1.58490000e-02,1.26900000e+27
+0,3.98110000e-02,1.43020000e+27
+0,1.00000000e-01,1.54970000e+27
+0,1.00000000e+02,1.61250000e+27
+1,2.25970000e-07,0.00000000e+00
+1,2.38580000e-07,1.84780000e+28
+1,2.51190000e-07,3.57970000e+28
+1,2.83710000e-07,7.61180000e+28
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+1,1.25890000e-06,3.05300000e+29
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z17.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z17.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac7c70dc5885848380e3d78fa227c3e04acdd9b2
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z17.csv
@@ -0,0 +1,252 @@
+# Z=17 nShells_data=7 nShells_G4=6
+# Binding energies (eV): 2.82900000e+03 2.77000000e+02 2.08000000e+02 2.06000000e+02 2.45400000e+01 1.29700000e+01
+shell,energy_keV,xs_barn
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+6,3.98110000e-05,2.55830000e+30
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+6,8.15480000e-05,1.47960000e+30
+6,1.25890000e-04,1.10120000e+30
+6,1.99530000e-04,8.40280000e+29
+6,3.16230000e-04,6.76130000e+29
+6,3.16230000e-04,6.76130000e+29
+6,5.01190000e-04,5.75920000e+29
+6,5.01190000e-04,5.75920000e+29
+6,6.30960000e-04,5.42450000e+29
+6,7.94330000e-04,5.17110000e+29
+6,1.00000000e-03,4.98340000e+29
+6,1.25890000e-03,4.84520000e+29
+6,1.99530000e-03,4.67630000e+29
+6,1.00000000e+02,4.53210000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z18.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z18.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6b06b44ae20293aa8ab69a313b4dbf8607887d2
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z18.csv
@@ -0,0 +1,249 @@
+# Z=18 nShells_data=7 nShells_G4=7
+# Binding energies (eV): 3.20630000e+03 3.26500000e+02 2.50600000e+02 2.48500000e+02 2.92400000e+01 1.59400000e+01 1.57600000e+01
+shell,energy_keV,xs_barn
+0,3.17760000e-06,0.00000000e+00
+0,3.27800000e-06,1.65530000e+26
+0,3.45380000e-06,4.32270000e+26
+0,3.71740000e-06,7.83910000e+26
+0,3.98110000e-06,1.08610000e+27
+0,4.49650000e-06,1.56280000e+27
+0,5.66070000e-06,2.25150000e+27
+0,6.30960000e-06,2.48220000e+27
+0,8.15480000e-06,2.82250000e+27
+0,1.00000000e-05,2.92190000e+27
+0,1.58490000e-05,2.78080000e+27
+0,3.16230000e-05,2.16170000e+27
+0,5.01190000e-05,1.72790000e+27
+0,6.30960000e-05,1.53580000e+27
+0,8.15480000e-05,1.34700000e+27
+0,1.25890000e-04,1.08950000e+27
+0,1.58490000e-04,9.83140000e+26
+0,3.16230000e-04,7.70020000e+26
+0,3.98110000e-04,7.29770000e+26
+0,5.01190000e-04,6.98260000e+26
+0,7.94330000e-04,6.64990000e+26
+0,1.25890000e-03,6.69470000e+26
+0,1.58490000e-03,6.86610000e+26
+0,1.99530000e-03,7.00500000e+26
+0,3.16230000e-03,7.40520000e+26
+0,5.01190000e-03,7.93020000e+26
+0,6.30960000e-03,8.22250000e+26
+0,7.94330000e-03,8.53050000e+26
+0,1.25890000e-02,9.14330000e+26
+0,1.58490000e-02,9.42550000e+26
+0,3.98110000e-02,1.06820000e+27
+0,1.00000000e-01,1.18190000e+27
+0,1.00000000e+02,1.27220000e+27
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+1,3.36700000e-07,1.27420000e+28
+1,3.67400000e-07,2.81400000e+28
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+1,4.49650000e-07,6.27240000e+28
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+5,1.25890000e-03,2.47730000e+29
+5,1.00000000e+02,2.33070000e+29
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+6,1.99530000e-08,8.85190000e+31
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+6,1.99530000e-07,1.49020000e+32
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+6,8.15480000e-07,6.10550000e+31
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+6,1.58490000e-06,3.66590000e+31
+6,2.51190000e-06,2.53130000e+31
+6,3.98110000e-06,1.73320000e+31
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+6,1.58490000e-05,5.44560000e+30
+6,2.51190000e-05,3.71750000e+30
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+6,6.30960000e-05,1.80030000e+30
+6,8.15480000e-05,1.49390000e+30
+6,1.25890000e-04,1.11640000e+30
+6,1.99530000e-04,8.55720000e+29
+6,3.16230000e-04,6.91830000e+29
+6,3.16230000e-04,6.91820000e+29
+6,5.01190000e-04,5.91920000e+29
+6,5.01190000e-04,5.91920000e+29
+6,6.30960000e-04,5.58650000e+29
+6,7.94330000e-04,5.33500000e+29
+6,1.25890000e-03,5.01480000e+29
+6,1.25890000e-03,5.01480000e+29
+6,1.00000000e+02,4.71660000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z19.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z19.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46d37adb671e0d8db9454f9c0ce3f6cf06b98ac1
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z19.csv
@@ -0,0 +1,309 @@
+# Z=19 nShells_data=8 nShells_G4=8
+# Binding energies (eV): 3.61000000e+03 3.81000000e+02 2.99000000e+02 2.96000000e+02 3.70000000e+01 1.90000000e+01 1.87000000e+01 4.34000000e+00
+shell,energy_keV,xs_barn
+0,3.58330000e-06,0.00000000e+00
+0,3.68270000e-06,1.16980000e+26
+0,3.83190000e-06,2.80960000e+26
+0,3.98110000e-06,4.32180000e+26
+0,4.23880000e-06,6.66770000e+26
+0,4.62530000e-06,9.64670000e+26
+0,5.01190000e-06,1.20920000e+27
+0,5.66070000e-06,1.52740000e+27
+0,6.30960000e-06,1.75820000e+27
+0,8.61610000e-06,2.17990000e+27
+0,1.58490000e-05,2.25610000e+27
+0,5.01190000e-05,1.46580000e+27
+0,6.30960000e-05,1.30900000e+27
+0,8.15480000e-05,1.15310000e+27
+0,1.25890000e-04,9.38110000e+26
+0,1.58490000e-04,8.48620000e+26
+0,3.16230000e-04,6.68240000e+26
+0,3.98110000e-04,6.34170000e+26
+0,5.01190000e-04,6.09140000e+26
+0,6.30960000e-04,5.93970000e+26
+0,7.94330000e-04,5.85480000e+26
+0,1.25890000e-03,5.88650000e+26
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+0,1.99530000e-03,6.13730000e+26
+0,3.16230000e-03,6.51390000e+26
+0,5.01190000e-03,6.97050000e+26
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+7,1.00000000e-03,8.81410000e+28
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z2.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z2.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f9ffd9bebc5cfb41a8a22922971f5fc9b6d5105
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z2.csv
@@ -0,0 +1,41 @@
+# Z=2 nShells_data=1 nShells_G4=1
+# Binding energies (eV): 2.45900000e+01
+shell,energy_keV,xs_barn
+0,2.34200000e-08,0.00000000e+00
+0,2.42690000e-08,3.07360000e+30
+0,2.51190000e-08,5.93890000e+30
+0,2.67450000e-08,1.09100000e+31
+0,2.91840000e-08,1.72930000e+31
+0,3.16230000e-08,2.26120000e+31
+0,3.57170000e-08,2.96740000e+31
+0,3.98110000e-08,3.49430000e+31
+0,5.01190000e-08,4.31550000e+31
+0,6.30960000e-08,4.76810000e+31
+0,8.15480000e-08,4.90810000e+31
+0,2.51190000e-07,3.36060000e+31
+0,3.98110000e-07,2.54100000e+31
+0,6.30960000e-07,1.84960000e+31
+0,8.15480000e-07,1.53130000e+31
+0,1.00000000e-06,1.31160000e+31
+0,1.58490000e-06,9.13390000e+30
+0,2.51190000e-06,6.28320000e+30
+0,3.98110000e-06,4.28740000e+30
+0,6.30960000e-06,2.91190000e+30
+0,8.15480000e-06,2.34530000e+30
+0,1.00000000e-05,1.97460000e+30
+0,1.58490000e-05,1.34140000e+30
+0,2.51190000e-05,9.16730000e+29
+0,3.98110000e-05,6.33730000e+29
+0,6.30960000e-05,4.46470000e+29
+0,8.15480000e-05,3.71660000e+29
+0,1.25890000e-04,2.79550000e+29
+0,1.99530000e-04,2.16180000e+29
+0,3.16230000e-04,1.76880000e+29
+0,3.16230000e-04,1.76880000e+29
+0,5.01190000e-04,1.53980000e+29
+0,5.01190000e-04,1.53980000e+29
+0,6.30960000e-04,1.46970000e+29
+0,7.94330000e-04,1.42170000e+29
+0,1.25890000e-03,1.37770000e+29
+0,1.25890000e-03,1.37770000e+29
+0,1.00000000e+02,1.44690000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z20.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z20.csv
new file mode 100644
index 0000000000000000000000000000000000000000..510930c3366f7d2a52f0f3dfdaa0a6a7687978b5
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z20.csv
@@ -0,0 +1,272 @@
+# Z=20 nShells_data=8 nShells_G4=8
+# Binding energies (eV): 4.04100000e+03 4.41000000e+02 3.53000000e+02 3.49000000e+02 4.60000000e+01 2.80000000e+01 2.80000000e+01 6.11000000e+00
+shell,energy_keV,xs_barn
+0,4.01500000e-06,0.00000000e+00
+0,4.13960000e-06,1.01620000e+26
+0,4.35770000e-06,2.65370000e+26
+0,4.68480000e-06,4.81380000e+26
+0,5.01190000e-06,6.67160000e+26
+0,5.66070000e-06,9.64320000e+26
+0,6.30960000e-06,1.18800000e+27
+0,7.23220000e-06,1.41520000e+27
+0,8.61610000e-06,1.62490000e+27
+0,1.25890000e-05,1.82130000e+27
+0,1.99530000e-05,1.74390000e+27
+0,3.98110000e-05,1.37200000e+27
+0,6.30960000e-05,1.11080000e+27
+0,1.00000000e-04,8.93000000e+26
+0,1.25890000e-04,8.04410000e+26
+0,3.16230000e-04,5.77970000e+26
+0,3.16230000e-04,5.77970000e+26
+0,5.01190000e-04,5.24770000e+26
+0,7.94330000e-04,5.05030000e+26
+0,1.00000000e-03,5.07860000e+26
+0,1.25890000e-03,5.09840000e+26
+0,1.99530000e-03,5.25950000e+26
+0,3.16230000e-03,5.56680000e+26
+0,5.01190000e-03,6.00630000e+26
+0,6.30960000e-03,6.27130000e+26
+0,7.94330000e-03,6.51350000e+26
+0,1.25890000e-02,6.98990000e+26
+0,1.58490000e-02,7.20520000e+26
+0,3.98110000e-02,8.18280000e+26
+0,1.00000000e-01,9.09560000e+26
+0,1.00000000e+02,9.90150000e+26
+1,4.34110000e-07,0.00000000e+00
+1,4.67650000e-07,7.03150000e+27
+1,5.01190000e-07,1.35560000e+28
+1,5.66070000e-07,2.48750000e+28
+1,6.30960000e-07,3.47130000e+28
+1,7.23220000e-07,4.63130000e+28
+1,8.61610000e-07,5.95880000e+28
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z21.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z21.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36c76caa103e5b5dfc6fb79e2afaee0ed9154c86
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z21.csv
@@ -0,0 +1,348 @@
+# Z=21 nShells_data=10 nShells_G4=9
+# Binding energies (eV): 4.49400000e+03 5.03000000e+02 4.08000000e+02 4.03000000e+02 5.50000000e+01 3.30000000e+01 3.30000000e+01 8.00000000e+00 6.54000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z22.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z22.csv
new file mode 100644
index 0000000000000000000000000000000000000000..936d4a54debcc1b7641e03249e2467df29acc154
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z22.csv
@@ -0,0 +1,345 @@
+# Z=22 nShells_data=10 nShells_G4=9
+# Binding energies (eV): 4.96600000e+03 5.67000000e+02 4.65000000e+02 4.59000000e+02 6.40000000e+01 3.90000000e+01 3.80000000e+01 8.00000000e+00 6.82000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z23.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z23.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a10384ec813ce177360cf09489cdb7d24dbb633
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z23.csv
@@ -0,0 +1,342 @@
+# Z=23 nShells_data=10 nShells_G4=9
+# Binding energies (eV): 5.46500000e+03 6.33000000e+02 5.25000000e+02 5.18000000e+02 7.20000000e+01 4.40000000e+01 4.30000000e+01 8.00000000e+00 6.74000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z24.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z24.csv
new file mode 100644
index 0000000000000000000000000000000000000000..983a5797d02db0e54f8c718848ee4f4f4e515a12
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z24.csv
@@ -0,0 +1,349 @@
+# Z=24 nShells_data=10 nShells_G4=9
+# Binding energies (eV): 5.98900000e+03 7.02000000e+02 5.89000000e+02 5.80000000e+02 8.00000000e+01 4.90000000e+01 4.80000000e+01 8.25000000e+00 6.77000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z25.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z25.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a72ffdd281069f910e7a7513ce829693987436d
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z25.csv
@@ -0,0 +1,328 @@
+# Z=25 nShells_data=10 nShells_G4=9
+# Binding energies (eV): 6.53900000e+03 7.55000000e+02 6.56000000e+02 6.45000000e+02 8.90000000e+01 5.50000000e+01 5.30000000e+01 9.00000000e+00 7.43000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z26.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z26.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65f2dde02535a7c98a9fbc83d5e5fd2cdc25bd4d
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z26.csv
@@ -0,0 +1,331 @@
+# Z=26 nShells_data=10 nShells_G4=9
+# Binding energies (eV): 7.11200000e+03 8.51000000e+02 7.26000000e+02 7.13000000e+02 9.80000000e+01 6.10000000e+01 5.90000000e+01 9.00000000e+00 7.87000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z27.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z27.csv
new file mode 100644
index 0000000000000000000000000000000000000000..103192412bcd79eebc6b579b23a9cad178d3442c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z27.csv
@@ -0,0 +1,330 @@
+# Z=27 nShells_data=10 nShells_G4=9
+# Binding energies (eV): 7.70900000e+03 9.31000000e+02 8.00000000e+02 7.85000000e+02 1.07000000e+02 6.80000000e+01 6.60000000e+01 9.00000000e+00 7.86000000e+00
+shell,energy_keV,xs_barn
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+9,7.94330000e-04,1.03670000e+29
+9,1.00000000e-03,9.93480000e+28
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+9,1.99530000e-03,9.19580000e+28
+9,1.00000000e+02,8.82660000e+28
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z28.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z28.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cf5ecff77c614bd46e6c909d6fbe516c5f4a076
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z28.csv
@@ -0,0 +1,331 @@
+# Z=28 nShells_data=10 nShells_G4=10
+# Binding energies (eV): 8.33300000e+03 1.01500000e+03 8.77000000e+02 8.60000000e+02 1.17000000e+02 7.50000000e+01 7.30000000e+01 1.00000000e+01 1.00000000e+01 7.64000000e+00
+shell,energy_keV,xs_barn
+0,8.30280000e-06,0.00000000e+00
+0,8.51500000e-06,1.90690000e+25
+0,8.88620000e-06,5.02790000e+25
+0,9.44310000e-06,9.24600000e+25
+0,1.00000000e-05,1.29800000e+26
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+0,2.51190000e-05,4.25870000e+26
+0,3.98110000e-05,4.22350000e+26
+0,1.00000000e-04,3.27020000e+26
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+0,3.16230000e-04,2.32060000e+26
+0,5.01190000e-04,2.15740000e+26
+0,6.30960000e-04,2.13270000e+26
+0,7.94330000e-04,2.11010000e+26
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+0,3.98110000e-02,3.57150000e+26
+0,1.00000000e-01,3.97210000e+26
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z29.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z29.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a830cf59a38f255d5dba826f93f294649a350d2
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z29.csv
@@ -0,0 +1,332 @@
+# Z=29 nShells_data=10 nShells_G4=10
+# Binding energies (eV): 8.97900000e+03 1.10300000e+03 9.58000000e+02 9.38000000e+02 1.27000000e+02 8.20000000e+01 8.00000000e+01 1.10000000e+01 1.04000000e+01 7.73000000e+00
+shell,energy_keV,xs_barn
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+0,6.30960000e-04,1.94610000e+26
+0,7.94330000e-04,1.91970000e+26
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+0,3.16230000e-03,2.04870000e+26
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+0,1.00000000e+02,3.98360000e+26
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z3.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z3.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef8bc709b0df646f557440b7accbe36f2ddec13c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z3.csv
@@ -0,0 +1,82 @@
+# Z=3 nShells_data=2 nShells_G4=2
+# Binding energies (eV): 5.80000000e+01 5.39000000e+00
+shell,energy_keV,xs_barn
+0,5.98500000e-08,0.00000000e+00
+0,6.30960000e-08,7.59470000e+29
+0,6.77090000e-08,1.74280000e+30
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+0,8.78910000e-08,4.98610000e+30
+0,1.12950000e-07,7.24160000e+30
+0,1.25890000e-07,7.91040000e+30
+0,1.58490000e-07,8.76700000e+30
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+0,8.15480000e-07,5.22180000e+30
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+0,1.58490000e-06,3.35390000e+30
+0,2.51190000e-06,2.38980000e+30
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+0,6.30960000e-06,1.16110000e+30
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+0,1.00000000e-05,8.00420000e+29
+0,1.58490000e-05,5.51150000e+29
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+0,8.15480000e-05,1.58080000e+29
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+0,3.16230000e-04,7.68350000e+28
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z30.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z30.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56ca95f9bac9e4f0671c42af85b7252032f3d430
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z30.csv
@@ -0,0 +1,335 @@
+# Z=30 nShells_data=10 nShells_G4=10
+# Binding energies (eV): 9.65900000e+03 1.19800000e+03 1.04700000e+03 1.02400000e+03 1.41000000e+02 9.40000000e+01 9.10000000e+01 1.20000000e+01 1.12000000e+01 9.39000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z31.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z31.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd089fa55f2c10cd1c061eba1b1329d4b58e2b44
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z31.csv
@@ -0,0 +1,417 @@
+# Z=31 nShells_data=12 nShells_G4=11
+# Binding energies (eV): 1.03670000e+04 1.30200000e+03 1.14600000e+03 1.11900000e+03 1.62000000e+02 1.11000000e+02 1.07000000e+02 2.10000000e+01 2.00000000e+01 1.10000000e+01 6.00000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z32.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z32.csv
new file mode 100644
index 0000000000000000000000000000000000000000..536d437fd6970b27b0975492d066158160d3d7b7
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z32.csv
@@ -0,0 +1,394 @@
+# Z=32 nShells_data=12 nShells_G4=11
+# Binding energies (eV): 1.11030000e+04 1.41300000e+03 1.25100000e+03 1.22000000e+03 1.84000000e+02 1.30000000e+02 1.25000000e+02 3.30000000e+01 3.20000000e+01 1.43000000e+01 7.90000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z33.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z33.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b75b1bededbdd38db5327236e0b8e3df3aa6cc24
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z33.csv
@@ -0,0 +1,404 @@
+# Z=33 nShells_data=12 nShells_G4=11
+# Binding energies (eV): 1.18670000e+04 1.53100000e+03 1.36200000e+03 1.32700000e+03 2.08000000e+02 1.51000000e+02 1.45000000e+02 4.60000000e+01 4.50000000e+01 1.70000000e+01 9.81000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z34.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z34.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9cae1b632da9bd028b6f0e1a4516f5afa6290ab
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z34.csv
@@ -0,0 +1,393 @@
+# Z=34 nShells_data=12 nShells_G4=11
+# Binding energies (eV): 1.26580000e+04 1.65600000e+03 1.47900000e+03 1.43900000e+03 2.34000000e+02 1.73000000e+02 1.66000000e+02 6.10000000e+01 6.00000000e+01 2.01500000e+01 9.75000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z35.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z35.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa47e26eaadb9c0098c1831ef01c8ac42c667656
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z35.csv
@@ -0,0 +1,409 @@
+# Z=35 nShells_data=12 nShells_G4=11
+# Binding energies (eV): 1.34740000e+04 1.78700000e+03 1.60200000e+03 1.55600000e+03 2.62000000e+02 1.97000000e+02 1.89000000e+02 7.70000000e+01 7.60000000e+01 2.38000000e+01 1.18500000e+01
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z36.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z36.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9eba70b2c4d2c6f80458215ec6a401f5de76a016
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z36.csv
@@ -0,0 +1,417 @@
+# Z=36 nShells_data=12 nShells_G4=12
+# Binding energies (eV): 1.43260000e+04 1.92460000e+03 1.73090000e+03 1.67840000e+03 2.92800000e+02 2.22200000e+02 2.14400000e+02 9.50000000e+01 9.38000000e+01 2.75100000e+01 1.46500000e+01 1.40000000e+01
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z37.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z37.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e578290783916126ba2eab5a7d87629b05ecb4c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z37.csv
@@ -0,0 +1,456 @@
+# Z=37 nShells_data=13 nShells_G4=13
+# Binding energies (eV): 1.52000000e+04 2.06800000e+03 1.86700000e+03 1.80700000e+03 3.25000000e+02 2.51000000e+02 2.42000000e+02 1.16000000e+02 1.14000000e+02 3.20000000e+01 1.60000000e+01 1.53000000e+01 4.18000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z38.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z38.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5874a2838e3b74c26b261a7da54cef4798db52d9
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z38.csv
@@ -0,0 +1,443 @@
+# Z=38 nShells_data=13 nShells_G4=13
+# Binding energies (eV): 1.61050000e+04 2.21900000e+03 2.01000000e+03 1.94300000e+03 3.61000000e+02 2.83000000e+02 2.73000000e+02 1.39000000e+02 1.37000000e+02 4.00000000e+01 2.30000000e+01 2.20000000e+01 5.69000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z39.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z39.csv
new file mode 100644
index 0000000000000000000000000000000000000000..888dbf0e5a07e2b0f04fe942f5a1b1dcdffe2a36
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z39.csv
@@ -0,0 +1,519 @@
+# Z=39 nShells_data=15 nShells_G4=14
+# Binding energies (eV): 1.70380000e+04 2.37500000e+03 2.15800000e+03 2.08300000e+03 3.97000000e+02 3.15000000e+02 3.04000000e+02 1.63000000e+02 1.61000000e+02 4.80000000e+01 3.00000000e+01 2.90000000e+01 6.48000000e+00 6.38000000e+00
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+12,8.15480000e-05,3.55030000e+29
+12,1.25890000e-04,2.61080000e+29
+12,1.99530000e-04,1.97070000e+29
+12,3.16230000e-04,1.57140000e+29
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+12,3.98110000e-04,1.43440000e+29
+12,5.01190000e-04,1.32770000e+29
+12,7.94330000e-04,1.18400000e+29
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+12,1.25890000e-03,1.10510000e+29
+12,1.99530000e-03,1.06340000e+29
+12,1.00000000e+02,1.02540000e+29
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+13,5.42490000e-09,7.90920000e+30
+13,5.86720000e-09,1.90420000e+31
+13,6.30960000e-09,2.93180000e+31
+13,7.23220000e-09,4.81660000e+31
+13,8.61610000e-09,7.08910000e+31
+13,1.00000000e-08,8.83560000e+31
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+13,1.00000000e-06,2.27740000e+31
+13,1.58490000e-06,1.56220000e+31
+13,2.51190000e-06,1.06000000e+31
+13,3.98110000e-06,7.13310000e+30
+13,6.30960000e-06,4.77160000e+30
+13,8.15480000e-06,3.80740000e+30
+13,1.00000000e-05,3.18030000e+30
+13,1.58490000e-05,2.11850000e+30
+13,2.51190000e-05,1.41650000e+30
+13,3.98110000e-05,9.56530000e+29
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+13,8.15480000e-05,5.40130000e+29
+13,1.25890000e-04,3.97100000e+29
+13,1.99530000e-04,2.99660000e+29
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+13,3.98110000e-04,2.18050000e+29
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+13,7.94330000e-04,1.79950000e+29
+13,1.00000000e-03,1.73180000e+29
+13,1.25890000e-03,1.67960000e+29
+13,1.99530000e-03,1.61620000e+29
+13,1.00000000e+02,1.55820000e+29
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+14,5.83740000e-09,7.95900000e+30
+14,6.07350000e-09,1.90930000e+31
+14,6.30960000e-09,2.94050000e+31
+14,6.77090000e-09,4.76270000e+31
+14,7.57820000e-09,7.49610000e+31
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+14,1.00000000e-08,1.35260000e+32
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+14,1.00000000e-06,2.78340000e+31
+14,1.58490000e-06,1.79750000e+31
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+14,6.30960000e-05,5.59600000e+29
+14,8.15480000e-05,4.53950000e+29
+14,1.25890000e-04,3.27040000e+29
+14,1.99530000e-04,2.41660000e+29
+14,3.16230000e-04,1.88900000e+29
+14,3.16230000e-04,1.88900000e+29
+14,3.98110000e-04,1.70880000e+29
+14,5.01190000e-04,1.56880000e+29
+14,7.94330000e-04,1.38060000e+29
+14,1.00000000e-03,1.32250000e+29
+14,1.25890000e-03,1.27750000e+29
+14,1.99530000e-03,1.22320000e+29
+14,1.00000000e+02,1.17340000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z4.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z4.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b662ecb082f4e842ada2c6450e14ec61a9920a7
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z4.csv
@@ -0,0 +1,81 @@
+# Z=4 nShells_data=2 nShells_G4=2
+# Binding energies (eV): 1.15000000e+02 9.32000000e+00
+shell,energy_keV,xs_barn
+0,1.18360000e-07,0.00000000e+00
+0,1.22130000e-07,1.43690000e+29
+0,1.25890000e-07,2.78120000e+29
+0,1.34040000e-07,5.40660000e+29
+0,1.46270000e-07,8.75070000e+29
+0,1.58490000e-07,1.15060000e+30
+0,1.79010000e-07,1.50820000e+30
+0,1.99530000e-07,1.76800000e+30
+0,2.51190000e-07,2.15070000e+30
+0,3.16230000e-07,2.33920000e+30
+0,3.98110000e-07,2.37400000e+30
+0,1.25890000e-06,1.57770000e+30
+0,1.99530000e-06,1.19340000e+30
+0,3.16230000e-06,8.72200000e+29
+0,5.01190000e-06,6.22790000e+29
+0,6.30960000e-06,5.23170000e+29
+0,8.15480000e-06,4.29440000e+29
+0,1.00000000e-05,3.66410000e+29
+0,1.58490000e-05,2.55370000e+29
+0,2.51190000e-05,1.78210000e+29
+0,3.98110000e-05,1.25390000e+29
+0,6.30960000e-05,8.96950000e+28
+0,8.15480000e-05,7.52440000e+28
+0,1.25890000e-04,5.72880000e+28
+0,1.99530000e-04,4.48290000e+28
+0,3.16230000e-04,3.70920000e+28
+0,3.16230000e-04,3.70920000e+28
+0,5.01190000e-04,3.26380000e+28
+0,5.01190000e-04,3.26380000e+28
+0,6.30960000e-04,3.13180000e+28
+0,7.94330000e-04,3.04600000e+28
+0,1.25890000e-03,2.98560000e+28
+0,1.25890000e-03,2.98560000e+28
+0,1.99530000e-03,3.01990000e+28
+0,3.16230000e-03,3.10360000e+28
+0,5.01190000e-03,3.18940000e+28
+0,6.30960000e-03,3.21690000e+28
+0,1.00000000e+02,3.31930000e+28
+1,8.18000000e-09,0.00000000e+00
+1,8.40750000e-09,6.80170000e+30
+1,8.80560000e-09,1.78540000e+31
+1,9.40280000e-09,3.28100000e+31
+1,1.00000000e-08,4.62440000e+31
+1,1.12950000e-08,7.13260000e+31
+1,1.25890000e-08,9.21580000e+31
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+1,2.51190000e-08,1.82270000e+32
+1,3.16230000e-08,1.91650000e+32
+1,5.01190000e-08,1.84080000e+32
+1,1.00000000e-07,1.37120000e+32
+1,1.58490000e-07,1.02380000e+32
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+1,3.98110000e-07,5.04110000e+31
+1,6.30960000e-07,3.41110000e+31
+1,8.15480000e-07,2.72700000e+31
+1,1.00000000e-06,2.27690000e+31
+1,1.58490000e-06,1.50650000e+31
+1,2.51190000e-06,9.92720000e+30
+1,3.98110000e-06,6.51300000e+30
+1,6.30960000e-06,4.26900000e+30
+1,8.15480000e-06,3.37510000e+30
+1,1.00000000e-05,2.80140000e+30
+1,1.58490000e-05,1.84520000e+30
+1,2.51190000e-05,1.22410000e+30
+1,3.98110000e-05,8.22110000e+29
+1,6.30960000e-05,5.62930000e+29
+1,8.15480000e-05,4.61280000e+29
+1,1.25890000e-04,3.37860000e+29
+1,1.99530000e-04,2.53920000e+29
+1,3.16230000e-04,2.01680000e+29
+1,3.16230000e-04,2.01680000e+29
+1,3.98110000e-04,1.83790000e+29
+1,5.01190000e-04,1.69900000e+29
+1,7.94330000e-04,1.51280000e+29
+1,1.00000000e-03,1.45580000e+29
+1,1.25890000e-03,1.41190000e+29
+1,1.99530000e-03,1.35930000e+29
+1,1.00000000e+02,1.31240000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z40.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z40.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63c71be3ceee2819e89b219a38db24753d3fd7e0
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z40.csv
@@ -0,0 +1,510 @@
+# Z=40 nShells_data=15 nShells_G4=14
+# Binding energies (eV): 1.79980000e+04 2.53600000e+03 2.31100000e+03 2.22700000e+03 4.34000000e+02 3.48000000e+02 3.35000000e+02 1.87000000e+02 1.85000000e+02 5.60000000e+01 3.50000000e+01 3.30000000e+01 8.61000000e+00 6.84000000e+00
+shell,energy_keV,xs_barn
+0,1.79620000e-05,0.00000000e+00
+0,1.84600000e-05,4.34750000e+24
+0,1.92060000e-05,1.04590000e+25
+0,1.99530000e-05,1.61210000e+25
+0,2.12440000e-05,2.49950000e+25
+0,2.31820000e-05,3.64200000e+25
+0,2.51190000e-05,4.59650000e+25
+0,2.83710000e-05,5.87010000e+25
+0,3.16230000e-05,6.83280000e+25
+0,3.98110000e-05,8.38800000e+25
+0,6.30960000e-05,9.78560000e+25
+0,1.25890000e-04,9.56560000e+25
+0,3.16230000e-04,8.43180000e+25
+0,3.16230000e-04,8.43180000e+25
+0,5.01190000e-04,8.12670000e+25
+0,6.30960000e-04,8.13660000e+25
+0,7.94330000e-04,8.14420000e+25
+0,1.25890000e-03,8.33230000e+25
+0,1.99530000e-03,8.78380000e+25
+0,3.16230000e-03,9.56360000e+25
+0,3.98110000e-03,1.01080000e+26
+0,5.01190000e-03,1.05320000e+26
+0,7.94330000e-03,1.14170000e+26
+0,1.00000000e-02,1.18550000e+26
+0,1.25890000e-02,1.23300000e+26
+0,1.99530000e-02,1.32810000e+26
+0,2.51190000e-02,1.37380000e+26
+0,6.30960000e-02,1.56660000e+26
+0,1.58490000e-01,1.75530000e+26
+0,3.98110000e-01,1.90030000e+26
+0,1.00000000e+02,1.98150000e+26
+1,2.51460000e-06,0.00000000e+00
+1,2.67650000e-06,1.73040000e+26
+1,2.91940000e-06,4.15540000e+26
+1,3.16230000e-06,6.39280000e+26
+1,3.57170000e-06,9.76610000e+26
+1,4.49650000e-06,1.57550000e+27
+1,5.01190000e-06,1.82060000e+27
+1,8.15480000e-06,2.54640000e+27
+1,1.00000000e-05,2.66000000e+27
+1,1.58490000e-05,2.58670000e+27
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+1,6.30960000e-05,1.45840000e+27
+1,8.15480000e-05,1.27870000e+27
+1,1.25890000e-04,1.03300000e+27
+1,1.58490000e-04,9.31530000e+26
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+1,5.01190000e-04,6.59570000e+26
+1,7.94330000e-04,6.27710000e+26
+1,1.25890000e-03,6.31790000e+26
+1,1.58490000e-03,6.48000000e+26
+1,1.99530000e-03,6.61110000e+26
+1,3.16230000e-03,6.98930000e+26
+1,5.01190000e-03,7.48610000e+26
+1,6.30960000e-03,7.76290000e+26
+1,7.94330000e-03,8.05330000e+26
+1,1.25890000e-02,8.62860000e+26
+1,1.58490000e-02,8.89180000e+26
+1,3.98110000e-02,9.95010000e+26
+1,1.00000000e+02,1.08730000e+27
+2,2.31220000e-06,0.00000000e+00
+2,2.41200000e-06,2.39500000e+26
+2,2.51190000e-06,4.69280000e+26
+2,2.83710000e-06,1.14660000e+27
+2,3.16230000e-06,1.71820000e+27
+2,3.57170000e-06,2.30500000e+27
+2,3.98110000e-06,2.76960000e+27
+2,6.30960000e-06,4.04870000e+27
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+2,5.01190000e-05,2.45180000e+27
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+2,8.15480000e-05,1.90870000e+27
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+2,1.58490000e-04,1.39510000e+27
+2,3.16230000e-04,1.09730000e+27
+2,3.98110000e-04,1.04170000e+27
+2,5.01190000e-04,1.00140000e+27
+2,6.30960000e-04,9.77410000e+26
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z41.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z41.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e6da11e5112a6cb11aea32c115defff58e92e42
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z41.csv
@@ -0,0 +1,502 @@
+# Z=41 nShells_data=15 nShells_G4=14
+# Binding energies (eV): 1.89860000e+04 2.70200000e+03 2.46900000e+03 2.37500000e+03 4.72000000e+02 3.82000000e+02 3.67000000e+02 2.12000000e+02 2.09000000e+02 6.20000000e+01 4.00000000e+01 3.80000000e+01 7.17000000e+00 6.88000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z42.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z42.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ab2a283c875d657fd471406374909ff4350375c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z42.csv
@@ -0,0 +1,498 @@
+# Z=42 nShells_data=15 nShells_G4=14
+# Binding energies (eV): 2.00000000e+04 2.87200000e+03 2.63200000e+03 2.52700000e+03 5.11000000e+02 4.16000000e+02 3.99000000e+02 2.37000000e+02 2.34000000e+02 6.80000000e+01 4.50000000e+01 4.20000000e+01 8.56000000e+00 7.10000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z43.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z43.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e70ad9189148a89058e4ff0ea140ca04482883e
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z43.csv
@@ -0,0 +1,491 @@
+# Z=43 nShells_data=15 nShells_G4=14
+# Binding energies (eV): 2.10440000e+04 3.04800000e+03 2.80000000e+03 2.68300000e+03 5.51000000e+02 4.51000000e+02 4.32000000e+02 2.63000000e+02 2.59000000e+02 7.40000000e+01 4.90000000e+01 4.50000000e+01 8.60000000e+00 7.28000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z44.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z44.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4edf0551ed770e65d63c440b566da874a934bf0a
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z44.csv
@@ -0,0 +1,496 @@
+# Z=44 nShells_data=15 nShells_G4=14
+# Binding energies (eV): 2.21170000e+04 3.23000000e+03 2.97300000e+03 2.84400000e+03 5.92000000e+02 4.88000000e+02 4.66000000e+02 2.90000000e+02 2.86000000e+02 8.10000000e+01 5.30000000e+01 4.90000000e+01 8.50000000e+00 7.37000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z45.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z45.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5196c9e70439504c9f252a093c19bcad2b04bfe2
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z45.csv
@@ -0,0 +1,499 @@
+# Z=45 nShells_data=15 nShells_G4=14
+# Binding energies (eV): 2.32200000e+04 3.41800000e+03 3.15200000e+03 3.01000000e+03 6.34000000e+02 5.26000000e+02 5.01000000e+02 3.18000000e+02 3.13000000e+02 8.70000000e+01 5.80000000e+01 5.30000000e+01 9.56000000e+00 7.46000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z46.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z46.csv
new file mode 100644
index 0000000000000000000000000000000000000000..324945fb14b38cef804f1613601facbcf97a3aa3
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z46.csv
@@ -0,0 +1,458 @@
+# Z=46 nShells_data=14 nShells_G4=15
+# Binding energies (eV): 2.43500000e+04 3.61100000e+03 3.33700000e+03 3.18000000e+03 6.77000000e+02 5.65000000e+02 5.37000000e+02 3.47000000e+02 3.42000000e+02 9.30000000e+01 6.30000000e+01 5.70000000e+01 8.78000000e+00 8.34000000e+00 7.52000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z47.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z47.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c8268a0efcf8d9a8b5f42996b1b60542374f0db
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z47.csv
@@ -0,0 +1,489 @@
+# Z=47 nShells_data=15 nShells_G4=15
+# Binding energies (eV): 2.55140000e+04 3.81200000e+03 3.53000000e+03 3.35700000e+03 7.24000000e+02 6.08000000e+02 5.77000000e+02 3.79000000e+02 3.73000000e+02 1.01000000e+02 6.90000000e+01 6.30000000e+01 1.10000000e+01 1.00000000e+01 7.58000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z48.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z48.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6bf68aed737016ab14fb525fbe9d7b72c47514b
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z48.csv
@@ -0,0 +1,481 @@
+# Z=48 nShells_data=15 nShells_G4=15
+# Binding energies (eV): 2.67110000e+04 4.02200000e+03 3.73200000e+03 3.54200000e+03 7.75000000e+02 6.55000000e+02 6.21000000e+02 4.15000000e+02 4.08000000e+02 1.12000000e+02 7.80000000e+01 7.10000000e+01 1.40000000e+01 1.30000000e+01 8.99000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z49.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z49.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4252863577cced6289cc779f14e10c5e6e4a7acd
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z49.csv
@@ -0,0 +1,554 @@
+# Z=49 nShells_data=17 nShells_G4=16
+# Binding energies (eV): 2.79400000e+04 4.24200000e+03 3.94300000e+03 3.73500000e+03 8.30000000e+02 7.07000000e+02 6.69000000e+02 4.55000000e+02 4.47000000e+02 1.26000000e+02 9.00000000e+01 8.20000000e+01 2.10000000e+01 2.00000000e+01 1.00000000e+01 5.79000000e+00
+shell,energy_keV,xs_barn
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+14,2.51190000e-05,7.03860000e+29
+14,3.98110000e-05,4.64960000e+29
+14,6.30960000e-05,3.13390000e+29
+14,8.15480000e-05,2.54630000e+29
+14,1.25890000e-04,1.83920000e+29
+14,1.99530000e-04,1.36270000e+29
+14,3.16230000e-04,1.06790000e+29
+14,3.16230000e-04,1.06790000e+29
+14,3.98110000e-04,9.67200000e+28
+14,5.01190000e-04,8.88990000e+28
+14,7.94330000e-04,7.83910000e+28
+14,1.00000000e-03,7.51530000e+28
+14,1.25890000e-03,7.26470000e+28
+14,1.99530000e-03,6.96350000e+28
+14,1.00000000e+02,6.69120000e+28
+15,4.91000000e-09,0.00000000e+00
+15,5.01190000e-09,1.06340000e+30
+15,5.33630000e-09,4.30300000e+30
+15,5.82290000e-09,8.80850000e+30
+15,6.30960000e-09,1.29570000e+31
+15,7.23220000e-09,2.00090000e+31
+15,8.61610000e-09,2.88670000e+31
+15,1.00000000e-08,3.60910000e+31
+15,1.58490000e-08,5.44790000e+31
+15,1.99530000e-08,6.01390000e+31
+15,3.16230000e-08,6.39200000e+31
+15,1.00000000e-07,4.50570000e+31
+15,1.58490000e-07,3.42160000e+31
+15,2.51190000e-07,2.47900000e+31
+15,3.98110000e-07,1.73800000e+31
+15,6.30960000e-07,1.19100000e+31
+15,8.15480000e-07,9.57850000e+30
+15,1.00000000e-06,8.03170000e+30
+15,1.58490000e-06,5.35480000e+30
+15,2.51190000e-06,3.54000000e+30
+15,3.98110000e-06,2.32580000e+30
+15,6.30960000e-06,1.52180000e+30
+15,8.15480000e-06,1.20040000e+30
+15,1.00000000e-05,9.93960000e+29
+15,1.58490000e-05,6.50150000e+29
+15,2.51190000e-05,4.27780000e+29
+15,3.98110000e-05,2.84860000e+29
+15,6.30960000e-05,1.93520000e+29
+15,8.15480000e-05,1.57960000e+29
+15,1.25890000e-04,1.15060000e+29
+15,1.99530000e-04,8.60750000e+28
+15,3.16230000e-04,6.81050000e+28
+15,3.16230000e-04,6.81050000e+28
+15,3.98110000e-04,6.19560000e+28
+15,5.01190000e-04,5.71770000e+28
+15,7.94330000e-04,5.07440000e+28
+15,1.00000000e-03,4.87530000e+28
+15,1.25890000e-03,4.72140000e+28
+15,1.99530000e-03,4.53480000e+28
+15,1.00000000e+02,4.36300000e+28
+16,4.58000000e-09,0.00000000e+00
+16,4.79590000e-09,5.69690000e+30
+16,5.01190000e-09,1.10550000e+31
+16,5.66070000e-09,2.55620000e+31
+16,6.30960000e-09,3.82330000e+31
+16,7.23220000e-09,5.38260000e+31
+16,8.61610000e-09,7.30400000e+31
+16,1.00000000e-08,8.83720000e+31
+16,1.58490000e-08,1.26040000e+32
+16,3.16230000e-08,1.42080000e+32
+16,1.00000000e-07,9.49820000e+31
+16,1.58490000e-07,7.09010000e+31
+16,2.51190000e-07,5.06260000e+31
+16,3.98110000e-07,3.50540000e+31
+16,6.30960000e-07,2.37820000e+31
+16,8.15480000e-07,1.90260000e+31
+16,1.00000000e-06,1.58910000e+31
+16,1.58490000e-06,1.05090000e+31
+16,2.51190000e-06,6.89850000e+30
+16,3.98110000e-06,4.50480000e+30
+16,6.30960000e-06,2.93230000e+30
+16,8.15480000e-06,2.30720000e+30
+16,1.00000000e-05,1.90700000e+30
+16,1.58490000e-05,1.24300000e+30
+16,2.51190000e-05,8.15470000e+29
+16,3.98110000e-05,5.41660000e+29
+16,6.30960000e-05,3.67160000e+29
+16,8.15480000e-05,2.99330000e+29
+16,1.25890000e-04,2.17580000e+29
+16,1.99530000e-04,1.62410000e+29
+16,3.16230000e-04,1.28230000e+29
+16,3.16230000e-04,1.28230000e+29
+16,3.98110000e-04,1.16540000e+29
+16,5.01190000e-04,1.07460000e+29
+16,7.94330000e-04,9.52320000e+28
+16,1.00000000e-03,9.14480000e+28
+16,1.25890000e-03,8.85230000e+28
+16,1.99530000e-03,8.49780000e+28
+16,1.00000000e+02,8.17150000e+28
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z5.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc70912a963ecdef5e2c0136e1fa06451d144426
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z5.csv
@@ -0,0 +1,157 @@
+# Z=5 nShells_data=4 nShells_G4=3
+# Binding energies (eV): 1.92000000e+02 1.29300000e+01 8.30000000e+00
+shell,energy_keV,xs_barn
+0,1.95610000e-07,0.00000000e+00
+0,1.99530000e-07,3.30300000e+28
+0,2.05980000e-07,8.36540000e+28
+0,2.17290000e-07,1.63960000e+29
+0,2.34240000e-07,2.69610000e+29
+0,2.51190000e-07,3.59000000e+29
+0,2.83710000e-07,4.94610000e+29
+0,3.57170000e-07,6.84640000e+29
+0,3.98110000e-07,7.47250000e+29
+0,5.01190000e-07,8.25540000e+29
+0,6.30960000e-07,8.47580000e+29
+0,1.99530000e-06,5.77710000e+29
+0,3.16230000e-06,4.39260000e+29
+0,5.01190000e-06,3.22380000e+29
+0,6.30960000e-06,2.73690000e+29
+0,8.15480000e-06,2.26880000e+29
+0,1.00000000e-05,1.94880000e+29
+0,1.58490000e-05,1.37450000e+29
+0,2.51190000e-05,9.67800000e+28
+0,3.98110000e-05,6.85610000e+28
+0,6.30960000e-05,4.93130000e+28
+0,8.15480000e-05,4.14770000e+28
+0,1.25890000e-04,3.17030000e+28
+0,1.99530000e-04,2.49000000e+28
+0,2.51190000e-04,2.25190000e+28
+0,3.16230000e-04,2.06620000e+28
+0,5.01190000e-04,1.82190000e+28
+0,6.30960000e-04,1.75340000e+28
+0,7.94330000e-04,1.70650000e+28
+0,1.25890000e-03,1.68040000e+28
+0,1.25890000e-03,1.68040000e+28
+0,1.99530000e-03,1.70920000e+28
+0,3.16230000e-03,1.77620000e+28
+0,5.01190000e-03,1.86210000e+28
+0,7.94330000e-03,1.94450000e+28
+0,1.25890000e-02,1.99720000e+28
+0,1.99530000e-02,1.99200000e+28
+0,2.51190000e-02,1.95990000e+28
+0,1.00000000e+02,1.97300000e+28
+1,1.25800000e-08,0.00000000e+00
+1,1.25890000e-08,7.06020000e+28
+1,1.29970000e-08,3.07660000e+30
+1,1.37100000e-08,7.92680000e+30
+1,1.47790000e-08,1.44440000e+31
+1,1.58490000e-08,2.02480000e+31
+1,1.79010000e-08,2.99060000e+31
+1,1.99530000e-08,3.80350000e+31
+1,3.16230000e-08,6.59480000e+31
+1,5.01190000e-08,7.92140000e+31
+1,6.30960000e-08,7.97610000e+31
+1,1.58490000e-07,5.85020000e+31
+1,2.51190000e-07,4.40970000e+31
+1,3.98110000e-07,3.16850000e+31
+1,6.30960000e-07,2.20470000e+31
+1,8.15480000e-07,1.78400000e+31
+1,1.00000000e-06,1.50200000e+31
+1,1.58490000e-06,1.00920000e+31
+1,2.51190000e-06,6.72970000e+30
+1,3.98110000e-06,4.45910000e+30
+1,6.30960000e-06,2.94780000e+30
+1,8.15480000e-06,2.34070000e+30
+1,1.00000000e-05,1.94920000e+30
+1,1.58490000e-05,1.29300000e+30
+1,2.51190000e-05,8.63690000e+29
+1,3.98110000e-05,5.83880000e+29
+1,6.30960000e-05,4.02370000e+29
+1,8.15480000e-05,3.30860000e+29
+1,1.25890000e-04,2.43730000e+29
+1,1.99530000e-04,1.84280000e+29
+1,3.16230000e-04,1.47220000e+29
+1,3.16230000e-04,1.47220000e+29
+1,3.98110000e-04,1.34540000e+29
+1,5.01190000e-04,1.24720000e+29
+1,7.94330000e-04,1.11620000e+29
+1,1.00000000e-03,1.07660000e+29
+1,1.25890000e-03,1.04620000e+29
+1,1.99530000e-03,1.01030000e+29
+1,1.00000000e+02,9.79980000e+28
+2,6.67000000e-09,0.00000000e+00
+2,7.08630000e-09,4.43050000e+30
+2,7.81470000e-09,1.14760000e+31
+2,8.90730000e-09,2.06670000e+31
+2,1.00000000e-08,2.84840000e+31
+2,1.58490000e-08,5.42470000e+31
+2,1.99530000e-08,6.17440000e+31
+2,2.51190000e-08,6.54170000e+31
+2,3.98110000e-08,6.44550000e+31
+2,1.00000000e-07,4.49410000e+31
+2,1.58490000e-07,3.40280000e+31
+2,2.51190000e-07,2.47690000e+31
+2,3.98110000e-07,1.75480000e+31
+2,6.30960000e-07,1.22160000e+31
+2,8.15480000e-07,9.91680000e+30
+2,1.00000000e-06,8.38110000e+30
+2,1.58490000e-06,5.69520000e+30
+2,2.51190000e-06,3.84280000e+30
+2,3.98110000e-06,2.57940000e+30
+2,6.30960000e-06,1.72500000e+30
+2,8.15480000e-06,1.37740000e+30
+2,1.00000000e-05,1.15150000e+30
+2,1.58490000e-05,7.69120000e+29
+2,2.51190000e-05,5.15920000e+29
+2,3.98110000e-05,3.49490000e+29
+2,6.30960000e-05,2.40980000e+29
+2,8.15480000e-05,1.98130000e+29
+2,1.25890000e-04,1.45900000e+29
+2,1.99530000e-04,1.10220000e+29
+2,3.16230000e-04,8.79390000e+28
+2,3.16230000e-04,8.79380000e+28
+2,3.98110000e-04,8.02850000e+28
+2,5.01190000e-04,7.43280000e+28
+2,7.94330000e-04,6.63020000e+28
+2,1.00000000e-03,6.38230000e+28
+2,1.25890000e-03,6.19060000e+28
+2,1.99530000e-03,5.95810000e+28
+2,1.00000000e+02,5.74460000e+28
+3,6.66000000e-09,0.00000000e+00
+3,7.07750000e-09,9.00130000e+30
+3,7.80810000e-09,2.33010000e+31
+3,8.90410000e-09,4.19350000e+31
+3,1.00000000e-08,5.77660000e+31
+3,1.58490000e-08,1.09750000e+32
+3,1.99530000e-08,1.24880000e+32
+3,2.51190000e-08,1.32300000e+32
+3,3.98110000e-08,1.30340000e+32
+3,1.00000000e-07,9.08390000e+31
+3,1.58490000e-07,6.87560000e+31
+3,2.51190000e-07,5.00280000e+31
+3,3.98110000e-07,3.54280000e+31
+3,6.30960000e-07,2.46530000e+31
+3,8.15480000e-07,2.00090000e+31
+3,1.00000000e-06,1.69070000e+31
+3,1.58490000e-06,1.14850000e+31
+3,2.51190000e-06,7.74650000e+30
+3,3.98110000e-06,5.19790000e+30
+3,6.30960000e-06,3.47530000e+30
+3,8.15480000e-06,2.77450000e+30
+3,1.00000000e-05,2.31930000e+30
+3,1.58490000e-05,1.54880000e+30
+3,2.51190000e-05,1.03870000e+30
+3,3.98110000e-05,7.03500000e+29
+3,6.30960000e-05,4.84990000e+29
+3,8.15480000e-05,3.98740000e+29
+3,1.25890000e-04,2.93580000e+29
+3,1.99530000e-04,2.21770000e+29
+3,3.16230000e-04,1.76910000e+29
+3,3.16230000e-04,1.76910000e+29
+3,3.98110000e-04,1.61510000e+29
+3,5.01190000e-04,1.49520000e+29
+3,7.94330000e-04,1.33360000e+29
+3,1.00000000e-03,1.28370000e+29
+3,1.25890000e-03,1.24510000e+29
+3,1.99530000e-03,1.19840000e+29
+3,1.00000000e+02,1.15540000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z50.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z50.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2aa6b4882a3900cbecf43a1b7f6cf2628f6a3d14
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z50.csv
@@ -0,0 +1,541 @@
+# Z=50 nShells_data=17 nShells_G4=16
+# Binding energies (eV): 2.92000000e+04 4.46900000e+03 4.16000000e+03 3.93300000e+03 8.88000000e+02 7.61000000e+02 7.19000000e+02 4.97000000e+02 4.89000000e+02 1.41000000e+02 1.02000000e+02 9.30000000e+01 2.90000000e+01 2.80000000e+01 1.20000000e+01 7.34000000e+00
+shell,energy_keV,xs_barn
+0,2.91840000e-05,0.00000000e+00
+0,3.04030000e-05,2.48330000e+24
+0,3.16230000e-05,4.79690000e+24
+0,3.36700000e-05,8.32490000e+24
+0,3.67400000e-05,1.28990000e+25
+0,3.98110000e-05,1.67660000e+25
+0,4.49650000e-05,2.20180000e+25
+0,5.01190000e-05,2.61060000e+25
+0,8.15480000e-05,3.79150000e+25
+0,1.25890000e-04,4.19850000e+25
+0,3.16230000e-04,3.41250000e+25
+0,5.01190000e-04,2.87840000e+25
+0,7.94330000e-04,2.56940000e+25
+0,1.25890000e-03,2.61810000e+25
+0,1.99530000e-03,3.28500000e+25
+0,3.16230000e-03,5.47470000e+25
+0,3.16230000e-03,5.47470000e+25
+0,5.01190000e-03,5.90810000e+25
+0,6.30960000e-03,6.21980000e+25
+0,7.94330000e-03,6.48790000e+25
+0,1.25890000e-02,7.03500000e+25
+0,1.58490000e-02,7.30590000e+25
+0,3.98110000e-02,8.43340000e+25
+0,1.00000000e-01,9.57350000e+25
+0,2.51190000e-01,1.06840000e+26
+0,6.30960000e-01,1.15310000e+26
+0,1.00000000e+02,1.20010000e+26
+1,4.44030000e-06,0.00000000e+00
+1,4.72610000e-06,5.49280000e+25
+1,5.01190000e-06,1.07020000e+26
+1,5.66070000e-06,2.15720000e+26
+1,6.30960000e-06,3.12030000e+26
+1,7.23220000e-06,4.28100000e+26
+1,8.61610000e-06,5.63270000e+26
+1,1.00000000e-05,6.61260000e+26
+1,1.58490000e-05,8.44430000e+26
+1,1.99530000e-05,8.70460000e+26
+1,6.30960000e-05,6.58230000e+26
+1,1.00000000e-04,5.43990000e+26
+1,2.51190000e-04,3.87000000e+26
+1,3.16230000e-04,3.63090000e+26
+1,5.01190000e-04,3.33020000e+26
+1,6.30960000e-04,3.26980000e+26
+1,7.94330000e-04,3.22640000e+26
+1,1.25890000e-03,3.25740000e+26
+1,1.58490000e-03,3.33450000e+26
+1,1.99530000e-03,3.41600000e+26
+1,3.16230000e-03,3.63410000e+26
+1,5.01190000e-03,3.90150000e+26
+1,6.30960000e-03,4.04250000e+26
+1,7.94330000e-03,4.19930000e+26
+1,1.25890000e-02,4.51310000e+26
+1,1.58490000e-02,4.65970000e+26
+1,3.98110000e-02,5.28950000e+26
+1,1.00000000e-01,5.78690000e+26
+1,1.00000000e+02,6.10170000e+26
+2,4.16080000e-06,0.00000000e+00
+2,4.37360000e-06,7.89040000e+25
+2,4.69270000e-06,1.91180000e+26
+2,5.01190000e-06,2.95430000e+26
+2,5.66070000e-06,4.81500000e+26
+2,6.30960000e-06,6.35830000e+26
+2,7.23220000e-06,8.07990000e+26
+2,8.61610000e-06,9.89720000e+26
+2,1.00000000e-05,1.10860000e+27
+2,1.58490000e-05,1.28510000e+27
+2,2.51190000e-05,1.24670000e+27
+2,5.01190000e-05,1.00810000e+27
+2,6.30960000e-05,9.18520000e+26
+2,1.00000000e-04,7.55830000e+26
+2,2.51190000e-04,5.38400000e+26
+2,3.16230000e-04,5.05910000e+26
+2,5.01190000e-04,4.65570000e+26
+2,6.30960000e-04,4.57850000e+26
+2,7.94330000e-04,4.52640000e+26
+2,1.25890000e-03,4.58680000e+26
+2,1.58490000e-03,4.70330000e+26
+2,1.99530000e-03,4.82680000e+26
+2,3.16230000e-03,5.15190000e+26
+2,5.01190000e-03,5.54660000e+26
+2,6.30960000e-03,5.75400000e+26
+2,7.94330000e-03,5.98460000e+26
+2,1.25890000e-02,6.44570000e+26
+2,1.58490000e-02,6.66140000e+26
+2,3.98110000e-02,7.57390000e+26
+2,1.00000000e-01,8.23700000e+26
+2,1.00000000e+02,8.57000000e+26
+3,3.92680000e-06,0.00000000e+00
+3,4.23880000e-06,2.67350000e+26
+3,4.62530000e-06,5.73730000e+26
+3,5.01190000e-06,8.50100000e+26
+3,5.66070000e-06,1.24920000e+27
+3,6.30960000e-06,1.57530000e+27
+3,7.23220000e-06,1.93450000e+27
+3,8.61610000e-06,2.30640000e+27
+3,1.00000000e-05,2.54370000e+27
+3,1.58490000e-05,2.86160000e+27
+3,3.16230000e-05,2.56500000e+27
+3,5.01190000e-05,2.16920000e+27
+3,6.30960000e-05,1.96910000e+27
+3,1.58490000e-04,1.33340000e+27
+3,3.16230000e-04,1.06960000e+27
+3,3.98110000e-04,1.02190000e+27
+3,5.01190000e-04,9.85950000e+26
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z51.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z51.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6ae09700eeebfcd05ee5a6b655373ce0c20f80f
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z51.csv
@@ -0,0 +1,547 @@
+# Z=51 nShells_data=17 nShells_G4=16
+# Binding energies (eV): 3.04190000e+04 4.69800000e+03 4.38500000e+03 4.13700000e+03 9.49000000e+02 8.17000000e+02 7.71000000e+02 5.42000000e+02 5.33000000e+02 1.57000000e+02 1.14000000e+02 1.04000000e+02 3.80000000e+01 3.70000000e+01 1.50000000e+01 8.64000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z52.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z52.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b64d7c467261a60164abf750382a25a5dea51edb
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z52.csv
@@ -0,0 +1,555 @@
+# Z=52 nShells_data=17 nShells_G4=16
+# Binding energies (eV): 3.18140000e+04 4.93900000e+03 4.61200000e+03 4.34700000e+03 1.01200000e+03 8.76000000e+02 8.25000000e+02 5.89000000e+02 5.78000000e+02 1.74000000e+02 1.27000000e+02 1.17000000e+02 4.80000000e+01 4.60000000e+01 1.78400000e+01 9.01000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z53.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z53.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99a124d743658887a91da857d11ce9a79c1ea872
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z53.csv
@@ -0,0 +1,538 @@
+# Z=53 nShells_data=17 nShells_G4=16
+# Binding energies (eV): 3.31690000e+04 5.18800000e+03 4.85200000e+03 4.55700000e+03 1.07800000e+03 9.37000000e+02 8.81000000e+02 6.38000000e+02 6.26000000e+02 1.93000000e+02 1.41000000e+02 1.31000000e+02 5.80000000e+01 5.60000000e+01 2.06100000e+01 1.04500000e+01
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z54.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z54.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37d73b48cb3929a6fb57f71f7b048f18792a13ed
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z54.csv
@@ -0,0 +1,555 @@
+# Z=54 nShells_data=17 nShells_G4=17
+# Binding energies (eV): 3.45700000e+04 5.46000000e+03 5.11000000e+03 4.79000000e+03 1.14870000e+03 1.00210000e+03 9.40600000e+02 6.89000000e+02 6.76400000e+02 2.13200000e+02 1.57000000e+02 1.45500000e+02 6.95000000e+01 6.75000000e+01 2.33900000e+01 1.34300000e+01 1.21300000e+01
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z55.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z55.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14ebde8669226a2a3bf46c3191d04a2042e1d103
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z55.csv
@@ -0,0 +1,605 @@
+# Z=55 nShells_data=18 nShells_G4=18
+# Binding energies (eV): 3.59850000e+04 5.71400000e+03 5.35900000e+03 5.01200000e+03 1.22000000e+03 1.06800000e+03 1.00000000e+03 7.42000000e+02 7.28000000e+02 2.33000000e+02 1.74000000e+02 1.64000000e+02 8.10000000e+01 7.90000000e+01 2.50000000e+01 1.40000000e+01 1.23000000e+01 3.89000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z56.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z56.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0508fdc4da3f6ee8167b4bf4c56df2e6e477aed8
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z56.csv
@@ -0,0 +1,574 @@
+# Z=56 nShells_data=18 nShells_G4=18
+# Binding energies (eV): 3.74410000e+04 5.98900000e+03 5.62400000e+03 5.24700000e+03 1.29300000e+03 1.13800000e+03 1.06300000e+03 7.97000000e+02 7.82000000e+02 2.54000000e+02 1.93000000e+02 1.81000000e+02 9.40000000e+01 9.20000000e+01 3.10000000e+01 1.80000000e+01 1.60000000e+01 5.21000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z57.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z57.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1437ba0145719de921296aa6e5725aca771be7a1
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z57.csv
@@ -0,0 +1,642 @@
+# Z=57 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 3.89250000e+04 6.26600000e+03 5.89100000e+03 5.48300000e+03 1.36500000e+03 1.20700000e+03 1.12400000e+03 8.51000000e+02 8.34000000e+02 2.73000000e+02 2.10000000e+02 1.96000000e+02 1.05000000e+02 1.03000000e+02 3.60000000e+01 2.20000000e+01 1.90000000e+01 5.75000000e+00 5.58000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z58.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z58.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e16b4bbf9b5428146f06df30b1eb4fb06b29a26c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z58.csv
@@ -0,0 +1,641 @@
+# Z=58 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 4.04430000e+04 6.54800000e+03 6.16400000e+03 5.72300000e+03 1.43700000e+03 1.27500000e+03 1.18400000e+03 9.03000000e+02 8.85000000e+02 2.91000000e+02 2.25000000e+02 2.09000000e+02 1.14000000e+02 1.11000000e+02 3.90000000e+01 2.50000000e+01 2.20000000e+01 6.00000000e+00 5.65000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z59.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z59.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bfb5142de138e50fcb442d5d55bf747d3950d24
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z59.csv
@@ -0,0 +1,654 @@
+# Z=59 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 4.19910000e+04 6.83500000e+03 6.44000000e+03 5.96400000e+03 1.50900000e+03 1.34200000e+03 1.24400000e+03 9.54000000e+02 9.34000000e+02 3.07000000e+02 2.38000000e+02 2.20000000e+02 1.21000000e+02 1.17000000e+02 4.10000000e+01 2.70000000e+01 2.40000000e+01 6.00000000e+00 5.42000000e+00
+shell,energy_keV,xs_barn
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+14,3.98110000e-05,6.22060000e+29
+14,6.30960000e-05,4.31130000e+29
+14,8.15480000e-05,3.55540000e+29
+14,1.25890000e-04,2.63140000e+29
+14,1.99530000e-04,1.99910000e+29
+14,3.16230000e-04,1.60520000e+29
+14,3.16230000e-04,1.60520000e+29
+14,5.01190000e-04,1.36790000e+29
+14,5.01190000e-04,1.36790000e+29
+14,6.30960000e-04,1.29010000e+29
+14,7.94330000e-04,1.23170000e+29
+14,1.25890000e-03,1.15790000e+29
+14,1.99530000e-03,1.12270000e+29
+14,3.16230000e-03,1.10950000e+29
+14,3.98110000e-03,1.10670000e+29
+14,1.00000000e+02,1.10110000e+29
+15,7.24000000e-09,0.00000000e+00
+15,7.41250000e-09,6.32200000e+29
+15,7.73590000e-09,1.74660000e+30
+15,8.30190000e-09,3.50530000e+30
+15,9.15100000e-09,5.77840000e+30
+15,1.00000000e-08,7.71260000e+30
+15,1.12950000e-08,1.01860000e+31
+15,1.25890000e-08,1.22340000e+31
+15,1.58490000e-08,1.63870000e+31
+15,1.99530000e-08,2.04960000e+31
+15,3.16230000e-08,2.86860000e+31
+15,5.01190000e-08,3.60840000e+31
+15,6.30960000e-08,3.88320000e+31
+15,1.00000000e-07,4.14420000e+31
+15,1.99530000e-07,3.81900000e+31
+15,6.30960000e-07,2.36470000e+31
+15,8.15480000e-07,2.02950000e+31
+15,1.00000000e-06,1.77930000e+31
+15,1.58490000e-06,1.28580000e+31
+15,2.51190000e-06,9.01080000e+30
+15,3.98110000e-06,6.18060000e+30
+15,6.30960000e-06,4.18160000e+30
+15,8.15480000e-06,3.35180000e+30
+15,1.00000000e-05,2.80850000e+30
+15,1.58490000e-05,1.88310000e+30
+15,2.51190000e-05,1.26750000e+30
+15,3.98110000e-05,8.61880000e+29
+15,6.30960000e-05,5.96830000e+29
+15,8.15480000e-05,4.91960000e+29
+15,1.25890000e-04,3.63830000e+29
+15,1.99530000e-04,2.76200000e+29
+15,3.16230000e-04,2.21600000e+29
+15,3.16230000e-04,2.21600000e+29
+15,5.01190000e-04,1.88700000e+29
+15,5.01190000e-04,1.88700000e+29
+15,6.30960000e-04,1.77900000e+29
+15,7.94330000e-04,1.69790000e+29
+15,1.25890000e-03,1.59510000e+29
+15,1.99530000e-03,1.54590000e+29
+15,3.16230000e-03,1.52710000e+29
+15,3.98110000e-03,1.52290000e+29
+15,1.00000000e+02,1.51480000e+29
+16,4.33000000e-08,0.00000000e+00
+16,4.50050000e-08,1.71920000e+29
+16,4.75620000e-08,4.06420000e+29
+16,5.01190000e-08,6.18240000e+29
+16,5.66070000e-08,1.08030000e+30
+16,6.30960000e-08,1.46940000e+30
+16,8.15480000e-08,2.32880000e+30
+16,1.00000000e-07,2.94400000e+30
+16,1.58490000e-07,3.99900000e+30
+16,3.16230000e-07,4.35570000e+30
+16,1.00000000e-06,2.70390000e+30
+16,1.58490000e-06,1.96590000e+30
+16,2.51190000e-06,1.37090000e+30
+16,3.98110000e-06,9.30060000e+29
+16,6.30960000e-06,6.20300000e+29
+16,8.15480000e-06,4.92870000e+29
+16,1.00000000e-05,4.10020000e+29
+16,1.58490000e-05,2.70380000e+29
+16,2.51190000e-05,1.78980000e+29
+16,3.98110000e-05,1.19750000e+29
+16,6.30960000e-05,8.16330000e+28
+16,8.15480000e-05,6.67220000e+28
+16,1.25890000e-04,4.86610000e+28
+16,1.99530000e-04,3.64170000e+28
+16,3.16230000e-04,2.88260000e+28
+16,3.16230000e-04,2.88260000e+28
+16,3.98110000e-04,2.62400000e+28
+16,5.01190000e-04,2.42410000e+28
+16,7.94330000e-04,2.15920000e+28
+16,1.00000000e-03,2.08020000e+28
+16,1.25890000e-03,2.02000000e+28
+16,1.99530000e-03,1.95190000e+28
+16,1.00000000e+02,1.90720000e+28
+17,2.72600000e-08,0.00000000e+00
+17,2.78050000e-08,1.89090000e+29
+17,2.97140000e-08,7.95500000e+29
+17,3.98110000e-08,4.37590000e+30
+17,6.30960000e-08,9.62030000e+30
+17,8.15480000e-08,1.16990000e+31
+17,1.25890000e-07,1.37040000e+31
+17,1.99530000e-07,1.38890000e+31
+17,5.01190000e-07,1.02890000e+31
+17,8.15480000e-07,7.78350000e+30
+17,1.00000000e-06,6.80860000e+30
+17,1.58490000e-06,4.89830000e+30
+17,2.51190000e-06,3.42820000e+30
+17,3.98110000e-06,2.35620000e+30
+17,6.30960000e-06,1.60140000e+30
+17,8.15480000e-06,1.28780000e+30
+17,1.00000000e-05,1.08210000e+30
+17,1.58490000e-05,7.30390000e+29
+17,2.51190000e-05,4.94790000e+29
+17,3.98110000e-05,3.38410000e+29
+17,6.30960000e-05,2.35480000e+29
+17,8.15480000e-05,1.94540000e+29
+17,1.25890000e-04,1.44330000e+29
+17,1.99530000e-04,1.09810000e+29
+17,3.16230000e-04,8.81570000e+28
+17,3.16230000e-04,8.81570000e+28
+17,5.01190000e-04,7.49590000e+28
+17,5.01190000e-04,7.49590000e+28
+17,6.30960000e-04,7.05570000e+28
+17,7.94330000e-04,6.72260000e+28
+17,1.00000000e-03,6.47600000e+28
+17,1.25890000e-03,6.29450000e+28
+17,1.99530000e-03,6.07220000e+28
+17,1.00000000e+02,5.88350000e+28
+18,2.42600000e-08,0.00000000e+00
+18,2.51190000e-08,8.41350000e+29
+18,3.16230000e-08,7.46840000e+30
+18,3.57170000e-08,1.13430000e+31
+18,3.98110000e-08,1.46940000e+31
+18,6.30960000e-08,2.64600000e+31
+18,8.15480000e-08,3.08210000e+31
+18,1.58490000e-07,3.47190000e+31
+18,5.01190000e-07,2.39030000e+31
+18,6.30960000e-07,2.09320000e+31
+18,8.15480000e-07,1.77780000e+31
+18,1.00000000e-06,1.54630000e+31
+18,1.58490000e-06,1.10080000e+31
+18,2.51190000e-06,7.64320000e+30
+18,3.98110000e-06,5.22110000e+30
+18,6.30960000e-06,3.53120000e+30
+18,8.15480000e-06,2.83300000e+30
+18,1.00000000e-05,2.37630000e+30
+18,1.58490000e-05,1.59810000e+30
+18,2.51190000e-05,1.07900000e+30
+18,3.98110000e-05,7.35640000e+29
+18,6.30960000e-05,5.10340000e+29
+18,8.15480000e-05,4.20940000e+29
+18,1.25890000e-04,3.11460000e+29
+18,1.99530000e-04,2.36340000e+29
+18,3.16230000e-04,1.89270000e+29
+18,3.16230000e-04,1.89270000e+29
+18,3.98110000e-04,1.73100000e+29
+18,5.01190000e-04,1.60510000e+29
+18,7.94330000e-04,1.43610000e+29
+18,1.00000000e-03,1.38420000e+29
+18,1.25890000e-03,1.34430000e+29
+18,1.99530000e-03,1.29660000e+29
+18,1.00000000e+02,1.25580000e+29
+19,4.89000000e-09,0.00000000e+00
+19,5.01190000e-09,8.87310000e+30
+19,5.33630000e-09,3.04700000e+31
+19,5.82290000e-09,5.85820000e+31
+19,6.30960000e-09,8.28980000e+31
+19,7.23220000e-09,1.21840000e+32
+19,8.61610000e-09,1.67930000e+32
+19,1.00000000e-08,2.04240000e+32
+19,1.58490000e-08,2.93630000e+32
+19,2.51190000e-08,3.34680000e+32
+19,3.98110000e-08,3.26220000e+32
+19,1.00000000e-07,2.19670000e+32
+19,1.58490000e-07,1.60680000e+32
+19,2.51190000e-07,1.12060000e+32
+19,3.98110000e-07,7.56380000e+31
+19,6.30960000e-07,4.99370000e+31
+19,8.15480000e-07,3.93620000e+31
+19,1.00000000e-06,3.24930000e+31
+19,1.58490000e-06,2.09470000e+31
+19,2.51190000e-06,1.34280000e+31
+19,3.98110000e-06,8.58410000e+30
+19,6.30960000e-06,5.48560000e+30
+19,8.15480000e-06,4.27750000e+30
+19,1.00000000e-05,3.51250000e+30
+19,1.58490000e-05,2.26000000e+30
+19,2.51190000e-05,1.46650000e+30
+19,3.98110000e-05,9.64660000e+29
+19,6.30960000e-05,6.47780000e+29
+19,8.15480000e-05,5.25310000e+29
+19,1.25890000e-04,3.78250000e+29
+19,1.99530000e-04,2.79360000e+29
+19,3.16230000e-04,2.18250000e+29
+19,3.16230000e-04,2.18250000e+29
+19,3.98110000e-04,1.97370000e+29
+19,5.01190000e-04,1.81160000e+29
+19,7.94330000e-04,1.59350000e+29
+19,1.00000000e-03,1.52620000e+29
+19,1.25890000e-03,1.47390000e+29
+19,1.99530000e-03,1.41090000e+29
+19,1.00000000e+02,1.35280000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z6.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z6.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4546ad77841df29ca433933007aa24e6b4d065d9
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z6.csv
@@ -0,0 +1,154 @@
+# Z=6 nShells_data=4 nShells_G4=3
+# Binding energies (eV): 2.88000000e+02 1.65900000e+01 1.12600000e+01
+shell,energy_keV,xs_barn
+0,2.91010000e-07,0.00000000e+00
+0,2.97310000e-07,1.55430000e+28
+0,3.36700000e-07,9.81780000e+28
+0,3.67400000e-07,1.49380000e+29
+0,3.98110000e-07,1.91470000e+29
+0,4.49650000e-07,2.46350000e+29
+0,5.01190000e-07,2.86450000e+29
+0,8.15480000e-07,3.74580000e+29
+0,1.25890000e-06,3.65690000e+29
+0,3.98110000e-06,2.18400000e+29
+0,6.30960000e-06,1.62430000e+29
+0,8.15480000e-06,1.36130000e+29
+0,1.00000000e-05,1.17790000e+29
+0,1.58490000e-05,8.41750000e+28
+0,2.51190000e-05,5.98330000e+28
+0,3.98110000e-05,4.26900000e+28
+0,6.30960000e-05,3.08750000e+28
+0,8.15480000e-05,2.60360000e+28
+0,1.25890000e-04,1.99760000e+28
+0,1.99530000e-04,1.57440000e+28
+0,2.51190000e-04,1.42600000e+28
+0,3.16230000e-04,1.31030000e+28
+0,5.01190000e-04,1.15860000e+28
+0,6.30960000e-04,1.11650000e+28
+0,7.94330000e-04,1.08810000e+28
+0,1.25890000e-03,1.07430000e+28
+0,1.25890000e-03,1.07430000e+28
+0,1.99530000e-03,1.09600000e+28
+0,3.16230000e-03,1.14300000e+28
+0,5.01190000e-03,1.20350000e+28
+0,7.94330000e-03,1.26340000e+28
+0,1.25890000e-02,1.30610000e+28
+0,1.99530000e-02,1.31310000e+28
+0,1.00000000e+02,1.33800000e+28
+1,1.75600000e-08,0.00000000e+00
+1,1.81580000e-08,1.54280000e+30
+1,1.90550000e-08,3.68880000e+30
+1,1.99530000e-08,5.67120000e+30
+1,2.25360000e-08,1.06820000e+31
+1,2.51190000e-08,1.49140000e+31
+1,3.98110000e-08,3.02730000e+31
+1,6.30960000e-08,3.91760000e+31
+1,8.15480000e-08,4.06220000e+31
+1,1.58490000e-07,3.54710000e+31
+1,2.51190000e-07,2.83560000e+31
+1,3.98110000e-07,2.11900000e+31
+1,6.30960000e-07,1.51520000e+31
+1,8.15480000e-07,1.24020000e+31
+1,1.00000000e-06,1.05210000e+31
+1,1.58490000e-06,7.16550000e+30
+1,2.51190000e-06,4.81960000e+30
+1,3.98110000e-06,3.21750000e+30
+1,6.30960000e-06,2.13980000e+30
+1,8.15480000e-06,1.70410000e+30
+1,1.00000000e-05,1.42220000e+30
+1,1.58490000e-05,9.47830000e+29
+1,2.51190000e-05,6.35920000e+29
+1,3.98110000e-05,4.31800000e+29
+1,6.30960000e-05,2.98890000e+29
+1,8.15480000e-05,2.46380000e+29
+1,1.25890000e-04,1.82280000e+29
+1,1.99530000e-04,1.38460000e+29
+1,3.16230000e-04,1.11160000e+29
+1,3.16230000e-04,1.11160000e+29
+1,5.01190000e-04,9.47060000e+28
+1,5.01190000e-04,9.47060000e+28
+1,6.30960000e-04,8.93020000e+28
+1,7.94330000e-04,8.52430000e+28
+1,1.25890000e-03,8.00900000e+28
+1,1.99530000e-03,7.76150000e+28
+1,3.16230000e-03,7.66590000e+28
+1,3.98110000e-03,7.64430000e+28
+1,1.00000000e+02,7.59510000e+28
+2,8.99000000e-09,0.00000000e+00
+2,9.49500000e-09,5.37600000e+30
+2,1.00000000e-08,1.04200000e+31
+2,1.12950000e-08,2.20140000e+31
+2,1.25890000e-08,3.17660000e+31
+2,1.42190000e-08,4.18160000e+31
+2,1.58490000e-08,4.98850000e+31
+2,2.51190000e-08,7.36730000e+31
+2,5.01190000e-08,7.93630000e+31
+2,1.25890000e-07,5.70830000e+31
+2,1.99530000e-07,4.37420000e+31
+2,3.16230000e-07,3.21580000e+31
+2,5.01190000e-07,2.29570000e+31
+2,6.30960000e-07,1.92430000e+31
+2,8.15480000e-07,1.57300000e+31
+2,1.00000000e-06,1.33590000e+31
+2,1.58490000e-06,9.16330000e+30
+2,2.51190000e-06,6.23190000e+30
+2,3.98110000e-06,4.21280000e+30
+2,6.30960000e-06,2.83670000e+30
+2,8.15480000e-06,2.27360000e+30
+2,1.00000000e-05,1.90660000e+30
+2,1.58490000e-05,1.28230000e+30
+2,2.51190000e-05,8.66200000e+29
+2,3.98110000e-05,5.90820000e+29
+2,6.30960000e-05,4.10020000e+29
+2,8.15480000e-05,3.38280000e+29
+2,1.25890000e-04,2.50420000e+29
+2,1.99530000e-04,1.90160000e+29
+2,3.16230000e-04,1.52410000e+29
+2,3.16230000e-04,1.52410000e+29
+2,5.01190000e-04,1.29410000e+29
+2,5.01190000e-04,1.29410000e+29
+2,6.30960000e-04,1.21730000e+29
+2,7.94330000e-04,1.15910000e+29
+2,1.00000000e-03,1.11600000e+29
+2,1.25890000e-03,1.08410000e+29
+2,1.99530000e-03,1.04480000e+29
+2,1.00000000e+02,1.00940000e+29
+3,8.98000000e-09,0.00000000e+00
+3,9.49000000e-09,1.08530000e+31
+3,1.00000000e-08,2.10290000e+31
+3,1.12950000e-08,4.41880000e+31
+3,1.25890000e-08,6.36700000e+31
+3,1.42190000e-08,8.37400000e+31
+3,1.58490000e-08,9.98500000e+31
+3,2.51190000e-08,1.47280000e+32
+3,5.01190000e-08,1.58480000e+32
+3,1.25890000e-07,1.13900000e+32
+3,1.99530000e-07,8.72880000e+31
+3,3.16230000e-07,6.41720000e+31
+3,5.01190000e-07,4.58170000e+31
+3,6.30960000e-07,3.84060000e+31
+3,8.15480000e-07,3.13970000e+31
+3,1.00000000e-06,2.66660000e+31
+3,1.58490000e-06,1.82930000e+31
+3,2.51190000e-06,1.24430000e+31
+3,3.98110000e-06,8.41260000e+30
+3,6.30960000e-06,5.66530000e+30
+3,8.15480000e-06,4.54100000e+30
+3,1.00000000e-05,3.80800000e+30
+3,1.58490000e-05,2.56140000e+30
+3,2.51190000e-05,1.73040000e+30
+3,3.98110000e-05,1.18030000e+30
+3,6.30960000e-05,8.19180000e+29
+3,8.15480000e-05,6.75850000e+29
+3,1.25890000e-04,5.00350000e+29
+3,1.99530000e-04,3.79950000e+29
+3,3.16230000e-04,3.04540000e+29
+3,3.16230000e-04,3.04540000e+29
+3,5.01190000e-04,2.58580000e+29
+3,5.01190000e-04,2.58580000e+29
+3,6.30960000e-04,2.43240000e+29
+3,7.94330000e-04,2.31620000e+29
+3,1.00000000e-03,2.23000000e+29
+3,1.25890000e-03,2.16630000e+29
+3,1.99530000e-03,2.08780000e+29
+3,1.00000000e+02,2.01700000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z60.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z60.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41a43b51d258663f0e6772383383b61ca0664474
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z60.csv
@@ -0,0 +1,660 @@
+# Z=60 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 4.35690000e+04 7.12600000e+03 6.72200000e+03 6.20800000e+03 1.58000000e+03 1.40800000e+03 1.30300000e+03 1.00500000e+03 9.83000000e+02 3.21000000e+02 2.50000000e+02 2.30000000e+02 1.26000000e+02 1.22000000e+02 4.20000000e+01 2.80000000e+01 2.50000000e+01 6.00000000e+00 5.49000000e+00
+shell,energy_keV,xs_barn
+0,4.35970000e-05,0.00000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z61.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z61.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dff454511de7d7b051aa8717aec94381eb83aa5
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z61.csv
@@ -0,0 +1,649 @@
+# Z=61 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 4.51840000e+04 7.42800000e+03 7.01300000e+03 6.45900000e+03 1.65300000e+03 1.47600000e+03 1.36200000e+03 1.05700000e+03 1.03200000e+03 3.25000000e+02 2.61000000e+02 2.40000000e+02 1.31000000e+02 1.27000000e+02 4.30000000e+01 2.80000000e+01 2.50000000e+01 6.00000000e+00 5.55000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z62.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z62.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cd45c23f3c2f630307adae2f6cec33f035ebf52
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z62.csv
@@ -0,0 +1,641 @@
+# Z=62 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 4.68340000e+04 7.73700000e+03 7.31200000e+03 6.71600000e+03 1.72800000e+03 1.54600000e+03 1.42200000e+03 1.11000000e+03 1.08300000e+03 3.49000000e+02 2.73000000e+02 2.51000000e+02 1.37000000e+02 1.32000000e+02 4.40000000e+01 2.90000000e+01 2.50000000e+01 6.00000000e+00 5.63000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z63.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z63.csv
new file mode 100644
index 0000000000000000000000000000000000000000..914d8958fb56c725419fbe575a6672bc86b4e345
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z63.csv
@@ -0,0 +1,649 @@
+# Z=63 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 4.85190000e+04 8.05200000e+03 7.61700000e+03 6.97700000e+03 1.80500000e+03 1.61800000e+03 1.48400000e+03 1.16400000e+03 1.13500000e+03 3.64000000e+02 2.86000000e+02 2.62000000e+02 1.43000000e+02 1.37000000e+02 4.50000000e+01 3.00000000e+01 2.60000000e+01 6.00000000e+00 5.68000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z64.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z64.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9aa6c5ccc4bcfc950eec404d0dbf9a24ac4e8cc
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z64.csv
@@ -0,0 +1,720 @@
+# Z=64 nShells_data=22 nShells_G4=20
+# Binding energies (eV): 5.02390000e+04 8.37600000e+03 7.93000000e+03 7.24300000e+03 1.88400000e+03 1.69200000e+03 1.54700000e+03 1.22000000e+03 1.18900000e+03 3.80000000e+02 3.00000000e+02 2.73000000e+02 1.50000000e+02 1.43000000e+02 4.60000000e+01 3.10000000e+01 2.70000000e+01 6.16000000e+00 6.00000000e+00 6.00000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z65.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z65.csv
new file mode 100644
index 0000000000000000000000000000000000000000..893f943359ca21304f6575008a5cbd92e1e87e7a
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z65.csv
@@ -0,0 +1,640 @@
+# Z=65 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 5.19960000e+04 8.70800000e+03 8.25200000e+03 7.51400000e+03 1.96500000e+03 1.76800000e+03 1.61200000e+03 1.27700000e+03 1.24300000e+03 3.98000000e+02 3.15000000e+02 2.85000000e+02 1.57000000e+02 1.50000000e+02 4.80000000e+01 3.20000000e+01 2.80000000e+01 6.00000000e+00 5.85000000e+00
+shell,energy_keV,xs_barn
+0,5.20600000e-05,0.00000000e+00
+0,5.34400000e-05,5.27540000e+23
+0,5.58540000e-05,1.39430000e+24
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+0,8.61610000e-05,8.42710000e+24
+0,1.00000000e-04,1.02620000e+25
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+0,2.51190000e-04,1.67480000e+25
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z66.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z66.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a40f0febdc833630eea8cb35da6840424bdb13c5
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z66.csv
@@ -0,0 +1,650 @@
+# Z=66 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 5.37890000e+04 9.04600000e+03 8.58100000e+03 7.79000000e+03 2.04800000e+03 1.84600000e+03 1.67800000e+03 1.33500000e+03 1.29800000e+03 4.16000000e+02 3.31000000e+02 2.97000000e+02 1.64000000e+02 1.57000000e+02 5.00000000e+01 3.30000000e+01 2.80000000e+01 6.00000000e+00 5.93000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z67.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z67.csv
new file mode 100644
index 0000000000000000000000000000000000000000..085c83dc849d77c1e58c08606ccc242bbb3554b4
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z67.csv
@@ -0,0 +1,651 @@
+# Z=67 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 5.56180000e+04 9.39400000e+03 8.91800000e+03 8.07100000e+03 2.13300000e+03 1.92600000e+03 1.74600000e+03 1.39500000e+03 1.35400000e+03 4.34000000e+02 3.48000000e+02 3.10000000e+02 1.72000000e+02 1.64000000e+02 5.20000000e+01 3.40000000e+01 2.90000000e+01 6.02000000e+00 6.00000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z68.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z68.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ace146efd21989df9ac9a2a424d5ddd7550e949
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z68.csv
@@ -0,0 +1,648 @@
+# Z=68 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 5.74860000e+04 9.75100000e+03 9.26400000e+03 8.35800000e+03 2.22000000e+03 2.00800000e+03 1.81500000e+03 1.45600000e+03 1.41200000e+03 4.52000000e+02 3.65000000e+02 3.23000000e+02 1.81000000e+02 1.72000000e+02 5.40000000e+01 3.50000000e+01 3.00000000e+01 6.10000000e+00 6.00000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z69.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z69.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8afae22304c004316c8c2b2aed4363ca3456a66c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z69.csv
@@ -0,0 +1,654 @@
+# Z=69 nShells_data=20 nShells_G4=19
+# Binding energies (eV): 5.93900000e+04 1.01160000e+04 9.61700000e+03 8.64800000e+03 2.30900000e+03 2.09200000e+03 1.88500000e+03 1.51800000e+03 1.47100000e+03 4.71000000e+02 3.82000000e+02 3.36000000e+02 1.90000000e+02 1.81000000e+02 5.60000000e+01 3.60000000e+01 3.00000000e+01 7.00000000e+00 6.18000000e+00
+shell,energy_keV,xs_barn
+0,5.94880000e-05,0.00000000e+00
+0,6.12920000e-05,4.69830000e+23
+0,6.30960000e-05,9.15220000e+23
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+0,8.78910000e-05,5.37530000e+24
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z7.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z7.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6fc3739172b87ba7ab504ee524ad1e6d09ac185
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z7.csv
@@ -0,0 +1,152 @@
+# Z=7 nShells_data=4 nShells_G4=4
+# Binding energies (eV): 4.03000000e+02 3.73000000e+01 2.03300000e+01 1.45300000e+01
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z70.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z70.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b42fae3b8ba94a70f57c70c83046873c2c23528b
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z70.csv
@@ -0,0 +1,639 @@
+# Z=70 nShells_data=20 nShells_G4=20
+# Binding energies (eV): 6.13320000e+04 1.04860000e+04 9.97800000e+03 8.94400000e+03 2.40100000e+03 2.17800000e+03 1.95600000e+03 1.58000000e+03 1.53100000e+03 4.90000000e+02 3.99000000e+02 3.49000000e+02 2.00000000e+02 1.90000000e+02 5.80000000e+01 3.70000000e+01 3.10000000e+01 8.00000000e+00 7.00000000e+00 6.25000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z71.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z71.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8139ed1160221e7d8dbec024a3c21bfd560e9734
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z71.csv
@@ -0,0 +1,713 @@
+# Z=71 nShells_data=22 nShells_G4=21
+# Binding energies (eV): 6.33140000e+04 1.08700000e+04 1.03490000e+04 9.24400000e+03 2.49900000e+03 2.27000000e+03 2.03200000e+03 1.64700000e+03 1.59600000e+03 5.14000000e+02 4.20000000e+02 3.66000000e+02 2.13000000e+02 2.02000000e+02 6.20000000e+01 3.90000000e+01 3.20000000e+01 1.30000000e+01 1.20000000e+01 7.00000000e+00 6.60000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z72.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z72.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec67d01db50fff0b01d71eeb9d3d2f2bceaa5486
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z72.csv
@@ -0,0 +1,700 @@
+# Z=72 nShells_data=22 nShells_G4=21
+# Binding energies (eV): 6.53510000e+04 1.12710000e+04 1.07390000e+04 9.56100000e+03 2.60400000e+03 2.36900000e+03 2.11300000e+03 1.72000000e+03 1.66500000e+03 5.42000000e+02 4.44000000e+02 3.86000000e+02 2.29000000e+02 2.17000000e+02 6.80000000e+01 4.30000000e+01 3.50000000e+01 2.10000000e+01 2.00000000e+01 7.50000000e+00 7.00000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z73.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z73.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43f6f19187fe6277cfb2494c8d51d866972bd066
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z73.csv
@@ -0,0 +1,696 @@
+# Z=73 nShells_data=22 nShells_G4=21
+# Binding energies (eV): 6.74160000e+04 1.16820000e+04 1.11360000e+04 9.88100000e+03 2.71200000e+03 2.47200000e+03 2.19700000e+03 1.79600000e+03 1.73700000e+03 5.70000000e+02 4.69000000e+02 4.07000000e+02 2.45000000e+02 2.32000000e+02 7.40000000e+01 4.70000000e+01 3.80000000e+01 3.00000000e+01 2.80000000e+01 8.30000000e+00 7.90000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z74.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z74.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28ca2525132e4a25fcff646989ce5698d9fa4a90
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z74.csv
@@ -0,0 +1,689 @@
+# Z=74 nShells_data=22 nShells_G4=21
+# Binding energies (eV): 6.95250000e+04 1.21000000e+04 1.15440000e+04 1.02070000e+04 2.82300000e+03 2.57700000e+03 2.28300000e+03 1.87400000e+03 1.81100000e+03 5.99000000e+02 4.95000000e+02 4.28000000e+02 2.61000000e+02 2.48000000e+02 8.00000000e+01 5.10000000e+01 4.10000000e+01 3.80000000e+01 3.60000000e+01 9.00000000e+00 8.00000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z75.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z75.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb7f14393c8a846ec5cb5908703be5142e997a39
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z75.csv
@@ -0,0 +1,674 @@
+# Z=75 nShells_data=22 nShells_G4=21
+# Binding energies (eV): 7.16760000e+04 1.25270000e+04 1.19590000e+04 1.05350000e+04 2.93700000e+03 2.68600000e+03 2.37100000e+03 1.95300000e+03 1.88700000e+03 6.29000000e+02 5.22000000e+02 4.50000000e+02 2.78000000e+02 2.64000000e+02 8.60000000e+01 5.60000000e+01 4.70000000e+01 4.50000000e+01 4.50000000e+01 9.60000000e+00 7.90000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z76.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z76.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c86c9b072171051b2700ce322a90e33fa48e8a2
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z76.csv
@@ -0,0 +1,668 @@
+# Z=76 nShells_data=22 nShells_G4=21
+# Binding energies (eV): 7.38710000e+04 1.29680000e+04 1.23850000e+04 1.08710000e+04 3.05400000e+03 2.79700000e+03 2.46100000e+03 2.03500000e+03 1.96400000e+03 6.60000000e+02 5.51000000e+02 4.73000000e+02 2.95000000e+02 2.80000000e+02 9.20000000e+01 6.10000000e+01 5.60000000e+01 5.40000000e+01 4.90000000e+01 9.60000000e+00 8.50000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z77.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z77.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14af4ae110654ff6d3ed5593eb9a4074fdf087b4
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z77.csv
@@ -0,0 +1,636 @@
+# Z=77 nShells_data=21 nShells_G4=21
+# Binding energies (eV): 7.61110000e+04 1.34190000e+04 1.28240000e+04 1.12150000e+04 3.17500000e+03 2.91200000e+03 2.55400000e+03 2.11900000e+03 2.04400000e+03 6.93000000e+02 5.81000000e+02 4.97000000e+02 3.14000000e+02 2.98000000e+02 9.90000000e+01 6.70000000e+01 6.60000000e+01 6.40000000e+01 5.30000000e+01 9.60000000e+00 9.10000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z78.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z78.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5bb4acf97771618068f5d1d5a32470318fc15f5
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z78.csv
@@ -0,0 +1,680 @@
+# Z=78 nShells_data=22 nShells_G4=21
+# Binding energies (eV): 7.83950000e+04 1.38800000e+04 1.32730000e+04 1.15640000e+04 3.30000000e+03 3.03000000e+03 2.64900000e+03 2.20600000e+03 2.12600000e+03 7.27000000e+02 6.12000000e+02 5.22000000e+02 3.35000000e+02 3.18000000e+02 1.06000000e+02 7.80000000e+01 7.50000000e+01 7.10000000e+01 5.70000000e+01 9.60000000e+00 9.00000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z79.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z79.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba400ffd26a26184b7b1627940662675c864a9c3
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z79.csv
@@ -0,0 +1,663 @@
+# Z=79 nShells_data=22 nShells_G4=22
+# Binding energies (eV): 8.07250000e+04 1.43530000e+04 1.37340000e+04 1.19190000e+04 3.43000000e+03 3.15300000e+03 2.74800000e+03 2.29500000e+03 2.21000000e+03 7.64000000e+02 6.45000000e+02 5.48000000e+02 3.57000000e+02 3.39000000e+02 1.14000000e+02 9.10000000e+01 8.70000000e+01 7.60000000e+01 6.10000000e+01 1.25000000e+01 1.11000000e+01 9.23000000e+00
+shell,energy_keV,xs_barn
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+17,1.58490000e-06,1.05830000e+30
+17,2.51190000e-06,8.08360000e+29
+17,3.98110000e-06,5.88970000e+29
+17,6.30960000e-06,4.15770000e+29
+17,8.15480000e-06,3.39350000e+29
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+17,1.99530000e-04,3.08610000e+28
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+17,1.00000000e+02,1.73640000e+28
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+18,8.61610000e-08,1.31420000e+30
+18,1.00000000e-07,1.91410000e+30
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+18,5.01190000e-07,4.63880000e+30
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+18,1.99530000e-06,2.54860000e+30
+18,3.16230000e-06,1.84960000e+30
+18,5.01190000e-06,1.30000000e+30
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+18,7.94330000e-04,4.74840000e+28
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+18,1.99530000e-03,4.32290000e+28
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+18,3.98110000e-03,4.25540000e+28
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+19,1.58490000e-08,2.21800000e+31
+19,1.99530000e-08,4.16860000e+31
+19,2.51190000e-08,6.16190000e+31
+19,3.16230000e-08,8.14300000e+31
+19,5.01190000e-08,1.17110000e+32
+19,8.15480000e-08,1.34360000e+32
+19,3.16230000e-07,9.38590000e+31
+19,5.01190000e-07,7.38580000e+31
+19,6.30960000e-07,6.44210000e+31
+19,8.15480000e-07,5.46900000e+31
+19,1.00000000e-06,4.76500000e+31
+19,1.58490000e-06,3.41980000e+31
+19,2.51190000e-06,2.40010000e+31
+19,3.98110000e-06,1.65760000e+31
+19,6.30960000e-06,1.13210000e+31
+19,8.15480000e-06,9.12440000e+30
+19,1.00000000e-05,7.67780000e+30
+19,1.58490000e-05,5.19140000e+30
+19,2.51190000e-05,3.51650000e+30
+19,3.98110000e-05,2.40120000e+30
+19,6.30960000e-05,1.66680000e+30
+19,8.15480000e-05,1.37510000e+30
+19,1.25890000e-04,1.01790000e+30
+19,1.99530000e-04,7.72810000e+29
+19,3.16230000e-04,6.19470000e+29
+19,3.16230000e-04,6.19470000e+29
+19,3.98110000e-04,5.66600000e+29
+19,5.01190000e-04,5.25380000e+29
+19,7.94330000e-04,4.69800000e+29
+19,1.00000000e-03,4.52660000e+29
+19,1.25890000e-03,4.39380000e+29
+19,1.99530000e-03,4.23270000e+29
+19,1.00000000e+02,4.08590000e+29
+20,1.04600000e-08,0.00000000e+00
+20,1.09920000e-08,8.44540000e+30
+20,1.25890000e-08,3.17200000e+31
+20,1.42190000e-08,5.27360000e+31
+20,1.58490000e-08,7.15650000e+31
+20,1.99530000e-08,1.11540000e+32
+20,2.51190000e-08,1.50440000e+32
+20,3.98110000e-08,2.18270000e+32
+20,6.30960000e-08,2.57270000e+32
+20,1.00000000e-07,2.53950000e+32
+20,2.51190000e-07,1.89830000e+32
+20,3.98110000e-07,1.50900000e+32
+20,6.30960000e-07,1.14650000e+32
+20,8.15480000e-07,9.67700000e+31
+20,1.00000000e-06,8.39640000e+31
+20,1.58490000e-06,5.97750000e+31
+20,2.51190000e-06,4.16740000e+31
+20,3.98110000e-06,2.86190000e+31
+20,6.30960000e-06,1.94490000e+31
+20,8.15480000e-06,1.56340000e+31
+20,1.00000000e-05,1.31300000e+31
+20,1.58490000e-05,8.84020000e+30
+20,2.51190000e-05,5.96480000e+30
+20,3.98110000e-05,4.05890000e+30
+20,6.30960000e-05,2.80900000e+30
+20,8.15480000e-05,2.31390000e+30
+20,1.25890000e-04,1.70900000e+30
+20,1.99530000e-04,1.29560000e+30
+20,3.16230000e-04,1.03640000e+30
+20,3.16230000e-04,1.03640000e+30
+20,3.98110000e-04,9.47300000e+29
+20,5.01190000e-04,8.77890000e+29
+20,7.94330000e-04,7.84300000e+29
+20,1.00000000e-03,7.55350000e+29
+20,1.25890000e-03,7.33010000e+29
+20,1.99530000e-03,7.06030000e+29
+20,1.00000000e+02,6.81240000e+29
+21,8.30000000e-09,0.00000000e+00
+21,8.72500000e-09,2.22670000e+30
+21,1.00000000e-08,8.27030000e+30
+21,1.12950000e-08,1.36500000e+31
+21,1.25890000e-08,1.83780000e+31
+21,1.99530000e-08,3.56680000e+31
+21,3.16230000e-08,4.73560000e+31
+21,6.30960000e-08,5.26480000e+31
+21,1.99530000e-07,3.53080000e+31
+21,3.16230000e-07,2.62950000e+31
+21,5.01190000e-07,1.86520000e+31
+21,6.30960000e-07,1.55010000e+31
+21,8.15480000e-07,1.25100000e+31
+21,1.00000000e-06,1.04960000e+31
+21,1.58490000e-06,6.97120000e+30
+21,2.51190000e-06,4.57060000e+30
+21,3.98110000e-06,2.97190000e+30
+21,6.30960000e-06,1.92360000e+30
+21,8.15480000e-06,1.50850000e+30
+21,1.00000000e-05,1.24350000e+30
+21,1.58490000e-05,8.05850000e+29
+21,2.51190000e-05,5.25870000e+29
+21,3.98110000e-05,3.47580000e+29
+21,6.30960000e-05,2.34470000e+29
+21,8.15480000e-05,1.90640000e+29
+21,1.25890000e-04,1.37920000e+29
+21,1.99530000e-04,1.02410000e+29
+21,3.16230000e-04,8.04410000e+28
+21,3.16230000e-04,8.04410000e+28
+21,3.98110000e-04,7.29340000e+28
+21,5.01190000e-04,6.71030000e+28
+21,7.94330000e-04,5.92570000e+28
+21,1.00000000e-03,5.68310000e+28
+21,1.25890000e-03,5.49540000e+28
+21,1.99530000e-03,5.26840000e+28
+21,1.00000000e+02,5.05940000e+28
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z8.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z8.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4798ddd1ef1da3ed2b21c0effdb6f4197aed3237
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z8.csv
@@ -0,0 +1,148 @@
+# Z=8 nShells_data=4 nShells_G4=4
+# Binding energies (eV): 5.43100000e+02 4.16000000e+01 2.84800000e+01 1.36200000e+01
+shell,energy_keV,xs_barn
+0,5.37280000e-07,0.00000000e+00
+0,5.60700000e-07,8.73350000e+27
+0,5.95830000e-07,2.07330000e+28
+0,6.30960000e-07,3.14460000e+28
+0,6.77090000e-07,4.38080000e+28
+0,7.57820000e-07,6.11280000e+28
+0,8.78910000e-07,7.94540000e+28
+0,1.00000000e-06,9.15820000e+28
+0,1.25890000e-06,1.05420000e+29
+0,1.58490000e-06,1.11010000e+29
+0,2.51190000e-06,1.05730000e+29
+0,8.15480000e-06,6.07120000e+28
+0,1.00000000e-05,5.34150000e+28
+0,1.58490000e-05,3.93110000e+28
+0,2.51190000e-05,2.85330000e+28
+0,3.98110000e-05,2.06610000e+28
+0,6.30960000e-05,1.50980000e+28
+0,8.15480000e-05,1.27840000e+28
+0,1.25890000e-04,9.85460000e+27
+0,1.99530000e-04,7.78230000e+27
+0,2.51190000e-04,7.04890000e+27
+0,3.16230000e-04,6.47330000e+27
+0,5.01190000e-04,5.70890000e+27
+0,6.30960000e-04,5.49130000e+27
+0,7.94330000e-04,5.34190000e+27
+0,1.25890000e-03,5.25800000e+27
+0,1.25890000e-03,5.25800000e+27
+0,1.99530000e-03,5.35900000e+27
+0,3.16230000e-03,5.60360000e+27
+0,5.01190000e-03,5.94570000e+27
+0,6.30960000e-03,6.13720000e+27
+0,7.94330000e-03,6.34650000e+27
+0,1.25890000e-02,6.76300000e+27
+0,1.58490000e-02,6.95210000e+27
+0,1.00000000e+02,7.86000000e+27
+1,2.92300000e-08,0.00000000e+00
+1,3.04260000e-08,6.19520000e+29
+1,3.16230000e-08,1.19730000e+30
+1,3.57170000e-08,2.93140000e+30
+1,3.98110000e-08,4.39430000e+30
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+1,6.30960000e-08,9.94380000e+30
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+1,1.25890000e-07,1.42900000e+31
+1,1.99530000e-07,1.39000000e+31
+1,6.30960000e-07,8.03250000e+30
+1,8.15480000e-07,6.73430000e+30
+1,1.00000000e-06,5.80390000e+30
+1,1.58490000e-06,4.06190000e+30
+1,2.51190000e-06,2.78410000e+30
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+1,6.30960000e-06,1.26490000e+30
+1,8.15480000e-06,1.01180000e+30
+1,1.00000000e-05,8.47080000e+29
+1,1.58490000e-05,5.68030000e+29
+1,2.51190000e-05,3.83150000e+29
+1,3.98110000e-05,2.61400000e+29
+1,6.30960000e-05,1.81700000e+29
+1,8.15480000e-05,1.50080000e+29
+1,1.25890000e-04,1.11330000e+29
+1,1.99530000e-04,8.47230000e+28
+1,3.16230000e-04,6.81000000e+28
+1,3.16230000e-04,6.81000000e+28
+1,5.01190000e-04,5.81260000e+28
+1,5.01190000e-04,5.81260000e+28
+1,6.30960000e-04,5.48950000e+28
+1,1.00000000e+02,5.15410000e+28
+2,1.41900000e-08,0.00000000e+00
+2,1.50200000e-08,3.56460000e+30
+2,1.58490000e-08,6.91980000e+30
+2,1.79010000e-08,1.43470000e+31
+2,1.99530000e-08,2.07070000e+31
+2,3.16230000e-08,4.36080000e+31
+2,5.01190000e-08,5.62020000e+31
+2,6.30960000e-08,5.83260000e+31
+2,1.25890000e-07,5.21930000e+31
+2,1.99530000e-07,4.29460000e+31
+2,3.16230000e-07,3.32030000e+31
+2,5.01190000e-07,2.45480000e+31
+2,6.30960000e-07,2.08480000e+31
+2,8.15480000e-07,1.72480000e+31
+2,1.00000000e-06,1.47650000e+31
+2,1.58490000e-06,1.02700000e+31
+2,2.51190000e-06,7.05640000e+30
+2,3.98110000e-06,4.80960000e+30
+2,6.30960000e-06,3.26270000e+30
+2,8.15480000e-06,2.62600000e+30
+2,1.00000000e-05,2.20950000e+30
+2,1.58490000e-05,1.49830000e+30
+2,2.51190000e-05,1.02140000e+30
+2,3.98110000e-05,7.03560000e+29
+2,6.30960000e-05,4.93180000e+29
+2,8.15480000e-05,4.09060000e+29
+2,1.25890000e-04,3.05350000e+29
+2,1.99530000e-04,2.33630000e+29
+2,3.16230000e-04,1.88480000e+29
+2,3.16230000e-04,1.88480000e+29
+2,5.01190000e-04,1.60990000e+29
+2,5.01190000e-04,1.60990000e+29
+2,6.30960000e-04,1.51870000e+29
+2,7.94330000e-04,1.44970000e+29
+2,1.25890000e-03,1.36120000e+29
+2,1.99530000e-03,1.31820000e+29
+2,3.16230000e-03,1.30190000e+29
+2,3.98110000e-03,1.29900000e+29
+2,1.00000000e+02,1.35710000e+29
+3,1.41500000e-08,0.00000000e+00
+3,1.49990000e-08,7.37860000e+30
+3,1.58490000e-08,1.43150000e+31
+3,1.79010000e-08,2.92970000e+31
+3,1.99530000e-08,4.21120000e+31
+3,3.16230000e-08,8.81590000e+31
+3,5.01190000e-08,1.13370000e+32
+3,6.30960000e-08,1.17580000e+32
+3,1.25890000e-07,1.05090000e+32
+3,1.99530000e-07,8.64310000e+31
+3,3.16230000e-07,6.67970000e+31
+3,5.01190000e-07,4.93680000e+31
+3,6.30960000e-07,4.19230000e+31
+3,8.15480000e-07,3.46790000e+31
+3,1.00000000e-06,2.96830000e+31
+3,1.58490000e-06,2.06420000e+31
+3,2.51190000e-06,1.41800000e+31
+3,3.98110000e-06,9.66390000e+30
+3,6.30960000e-06,6.55490000e+30
+3,8.15480000e-06,5.27520000e+30
+3,1.00000000e-05,4.43840000e+30
+3,1.58490000e-05,3.00940000e+30
+3,2.51190000e-05,2.05130000e+30
+3,3.98110000e-05,1.41280000e+30
+3,6.30960000e-05,9.90270000e+29
+3,8.15480000e-05,8.21330000e+29
+3,1.25890000e-04,6.13040000e+29
+3,1.99530000e-04,4.69000000e+29
+3,3.16230000e-04,3.78330000e+29
+3,3.16230000e-04,3.78330000e+29
+3,5.01190000e-04,3.23110000e+29
+3,5.01190000e-04,3.23110000e+29
+3,6.30960000e-04,3.04790000e+29
+3,7.94330000e-04,2.90940000e+29
+3,1.25890000e-03,2.73160000e+29
+3,1.99530000e-03,2.64500000e+29
+3,3.16230000e-03,2.61220000e+29
+3,3.98110000e-03,2.60630000e+29
+3,1.00000000e+02,2.72290000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z80.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z80.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c510036c26ab87050611cdc7aad9cd169c7fa26a
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z80.csv
@@ -0,0 +1,686 @@
+# Z=80 nShells_data=22 nShells_G4=22
+# Binding energies (eV): 8.31020000e+04 1.48390000e+04 1.42090000e+04 1.22840000e+04 3.56700000e+03 3.28300000e+03 2.85200000e+03 2.39000000e+03 2.30000000e+03 8.06000000e+02 6.83000000e+02 5.79000000e+02 3.82000000e+02 3.63000000e+02 1.25000000e+02 1.07000000e+02 1.03000000e+02 8.50000000e+01 6.80000000e+01 1.40000000e+01 1.20000000e+01 1.04000000e+01
+shell,energy_keV,xs_barn
+0,8.33530000e-05,0.00000000e+00
+0,8.75150000e-05,4.11970000e+23
+0,9.37570000e-05,9.73190000e+23
+0,1.00000000e-04,1.47710000e+24
+0,1.12950000e-04,2.37520000e+24
+0,1.25890000e-04,3.11990000e+24
+0,1.99530000e-04,5.74600000e+24
+0,2.51190000e-04,6.79330000e+24
+0,3.16230000e-04,7.65860000e+24
+0,3.98110000e-04,8.51190000e+24
+0,5.01190000e-04,9.23800000e+24
+0,6.30960000e-04,9.97840000e+24
+0,7.94330000e-04,1.06620000e+25
+0,1.25890000e-03,1.21390000e+25
+0,1.25890000e-03,1.21390000e+25
+0,1.99530000e-03,1.36380000e+25
+0,2.51190000e-03,1.44450000e+25
+0,3.16230000e-03,1.52460000e+25
+0,5.01190000e-03,1.69030000e+25
+0,5.01190000e-03,1.69030000e+25
+0,7.94330000e-03,1.85960000e+25
+0,1.25890000e-02,2.03070000e+25
+0,1.25890000e-02,2.03070000e+25
+0,6.30960000e-02,2.63750000e+25
+0,1.58490000e-01,2.98550000e+25
+0,5.01190000e-01,3.41230000e+25
+0,1.58490000e+00,3.72600000e+25
+0,1.00000000e+02,3.84770000e+25
+1,1.48260000e-05,0.00000000e+00
+1,1.58490000e-05,5.27390000e+24
+1,1.79010000e-05,1.49790000e+25
+1,1.99530000e-05,2.36610000e+25
+1,2.25360000e-05,3.32640000e+25
+1,2.51190000e-05,4.15280000e+25
+1,3.98110000e-05,7.02210000e+25
+1,6.30960000e-05,8.46040000e+25
+1,1.00000000e-04,8.72350000e+25
+1,3.16230000e-04,7.67920000e+25
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z81.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z81.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a46e624938925137c1c57ca60e2008bf1427b66b
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z81.csv
@@ -0,0 +1,748 @@
+# Z=81 nShells_data=24 nShells_G4=23
+# Binding energies (eV): 8.55300000e+04 1.53470000e+04 1.46980000e+04 1.26580000e+04 3.71000000e+03 3.42000000e+03 2.96100000e+03 2.49000000e+03 2.39400000e+03 8.52000000e+02 7.26000000e+02 6.15000000e+02 4.11000000e+02 3.91000000e+02 1.39000000e+02 1.27000000e+02 1.23000000e+02 9.80000000e+01 7.90000000e+01 2.10000000e+01 1.90000000e+01 8.00000000e+00 6.11000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z82.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z82.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d0308e6700d167d0a9eb0479cbfb84f7a99f3ad
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z82.csv
@@ -0,0 +1,738 @@
+# Z=82 nShells_data=24 nShells_G4=23
+# Binding energies (eV): 8.80050000e+04 1.58610000e+04 1.52000000e+04 1.30550000e+04 3.85700000e+03 3.56000000e+03 3.07200000e+03 2.59200000e+03 2.49000000e+03 8.99000000e+02 7.69000000e+02 6.51000000e+02 4.41000000e+02 4.19000000e+02 1.53000000e+02 1.48000000e+02 1.44000000e+02 1.11000000e+02 9.00000000e+01 2.70000000e+01 2.50000000e+01 1.00000000e+01 7.42000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z83.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z83.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fed03f1c070c7c05b3ae75b6cf2bb1024a81da04
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z83.csv
@@ -0,0 +1,738 @@
+# Z=83 nShells_data=24 nShells_G4=23
+# Binding energies (eV): 9.05260000e+04 1.63880000e+04 1.57110000e+04 1.34190000e+04 4.00700000e+03 3.70400000e+03 3.18500000e+03 2.69600000e+03 2.58800000e+03 9.46000000e+02 8.13000000e+02 6.87000000e+02 4.72000000e+02 4.48000000e+02 1.70000000e+02 1.67000000e+02 1.65000000e+02 1.25000000e+02 1.01000000e+02 3.40000000e+01 3.20000000e+01 1.20000000e+01 7.29000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z84.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z84.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa2dc39de443f6471d734bdaeca187d61d66baf3
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z84.csv
@@ -0,0 +1,746 @@
+# Z=84 nShells_data=24 nShells_G4=23
+# Binding energies (eV): 9.31050000e+04 1.69390000e+04 1.62440000e+04 1.38140000e+04 4.16100000e+03 3.85200000e+03 3.30100000e+03 2.80200000e+03 2.68700000e+03 9.94000000e+02 8.58000000e+02 7.24000000e+02 5.03000000e+02 4.78000000e+02 1.93000000e+02 1.87000000e+02 1.81000000e+02 1.39000000e+02 1.12000000e+02 4.10000000e+01 3.80000000e+01 1.50000000e+01 8.43000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z85.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z85.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f753ca42230f2a4d5c030d18c5c2ddac27c48e74
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z85.csv
@@ -0,0 +1,742 @@
+# Z=85 nShells_data=24 nShells_G4=24
+# Binding energies (eV): 9.57300000e+04 1.74930000e+04 1.67850000e+04 1.42140000e+04 4.32000000e+03 4.00500000e+03 3.42000000e+03 2.91000000e+03 2.78800000e+03 1.04400000e+03 9.04000000e+02 7.61000000e+02 5.35000000e+02 5.08000000e+02 2.17000000e+02 2.11000000e+02 1.96000000e+02 1.53000000e+02 1.23000000e+02 4.80000000e+01 4.40000000e+01 1.90000000e+01 1.10000000e+01 9.30000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z86.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z86.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52fb5034e1df1d66f40353cc7c1a1530936445d1
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z86.csv
@@ -0,0 +1,747 @@
+# Z=86 nShells_data=24 nShells_G4=24
+# Binding energies (eV): 9.84040000e+04 1.80490000e+04 1.73370000e+04 1.46190000e+04 4.48300000e+03 4.16200000e+03 3.45200000e+03 3.10900000e+03 2.89000000e+03 1.09600000e+03 9.51000000e+02 7.98000000e+02 5.67000000e+02 5.38000000e+02 2.42000000e+02 2.35000000e+02 2.12000000e+02 1.67000000e+02 1.34000000e+02 5.50000000e+01 5.10000000e+01 2.40000000e+01 1.40000000e+01 1.07000000e+01
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z87.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z87.csv
new file mode 100644
index 0000000000000000000000000000000000000000..510a6b84c805e1bee05fb459aca4219a3adbac21
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z87.csv
@@ -0,0 +1,785 @@
+# Z=87 nShells_data=25 nShells_G4=25
+# Binding energies (eV): 1.01137000e+05 1.86390000e+04 1.79070000e+04 1.50310000e+04 4.65200000e+03 4.32400000e+03 3.66600000e+03 3.13400000e+03 2.99800000e+03 1.15300000e+03 1.00300000e+03 8.39000000e+02 6.03000000e+02 5.72000000e+02 2.68000000e+02 2.60000000e+02 2.31000000e+02 1.83000000e+02 1.47000000e+02 6.50000000e+01 6.10000000e+01 3.30000000e+01 1.90000000e+01 1.40000000e+01 4.00000000e+00
+shell,energy_keV,xs_barn
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z88.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z88.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14e7c42c6e8fd1d3fc9944836291af338e03b234
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z88.csv
@@ -0,0 +1,780 @@
+# Z=88 nShells_data=25 nShells_G4=25
+# Binding energies (eV): 1.03922000e+05 1.92370000e+04 1.84840000e+04 1.54440000e+04 4.82200000e+03 4.49100000e+03 3.79300000e+03 3.25400000e+03 3.11100000e+03 1.21400000e+03 1.06000000e+03 8.84000000e+02 6.42000000e+02 6.09000000e+02 2.96000000e+02 2.87000000e+02 2.53000000e+02 2.01000000e+02 1.61000000e+02 7.70000000e+01 7.30000000e+01 4.00000000e+01 2.50000000e+01 1.90000000e+01 5.28000000e+00
+shell,energy_keV,xs_barn
+0,1.04320000e-04,0.00000000e+00
+0,1.09710000e-04,2.85730000e+23
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+0,2.51190000e-04,4.07960000e+24
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+0,3.16230000e-04,4.89510000e+24
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z89.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z89.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd37641794571fbaa90486f3e09b343e2f0d5ff9
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z89.csv
@@ -0,0 +1,841 @@
+# Z=89 nShells_data=27 nShells_G4=26
+# Binding energies (eV): 1.06755000e+05 1.98400000e+04 1.90830000e+04 1.58710000e+04 5.00200000e+03 4.65600000e+03 3.92100000e+03 3.37400000e+03 3.22300000e+03 1.27400000e+03 1.11600000e+03 9.28000000e+02 6.80000000e+02 6.45000000e+02 3.22000000e+02 3.13000000e+02 2.74000000e+02 2.18000000e+02 1.74000000e+02 8.80000000e+01 8.30000000e+01 4.50000000e+01 2.90000000e+01 2.20000000e+01 6.30000000e+00 5.70000000e+00
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+24,5.66070000e-09,1.86360000e+31
+24,6.30960000e-09,2.79810000e+31
+24,7.23220000e-09,3.97460000e+31
+24,8.61610000e-09,5.42640000e+31
+24,1.00000000e-08,6.56080000e+31
+24,1.58490000e-08,9.19210000e+31
+24,3.16230000e-08,1.02200000e+32
+24,1.00000000e-07,7.51260000e+31
+24,1.58490000e-07,5.94450000e+31
+24,2.51190000e-07,4.48620000e+31
+24,3.98110000e-07,3.26360000e+31
+24,6.30960000e-07,2.30940000e+31
+24,8.15480000e-07,1.88690000e+31
+24,1.00000000e-06,1.60060000e+31
+24,1.58490000e-06,1.09190000e+31
+24,2.51190000e-06,7.35770000e+30
+24,3.98110000e-06,4.91110000e+30
+24,6.30960000e-06,3.25540000e+30
+24,8.15480000e-06,2.58390000e+30
+24,1.00000000e-05,2.14920000e+30
+24,1.58490000e-05,1.41860000e+30
+24,2.51190000e-05,9.40620000e+29
+24,3.98110000e-05,6.30710000e+29
+24,6.30960000e-05,4.31320000e+29
+24,8.15480000e-05,3.53360000e+29
+24,1.25890000e-04,2.59020000e+29
+24,1.99530000e-04,1.95100000e+29
+24,3.16230000e-04,1.55380000e+29
+24,3.16230000e-04,1.55380000e+29
+24,3.98110000e-04,1.41780000e+29
+24,5.01190000e-04,1.31200000e+29
+24,7.94330000e-04,1.16950000e+29
+24,1.00000000e-03,1.12540000e+29
+24,1.25890000e-03,1.09130000e+29
+24,1.99530000e-03,1.04990000e+29
+24,1.00000000e+02,1.01180000e+29
+25,4.00000000e-09,0.00000000e+00
+25,4.50590000e-09,1.60000000e+31
+25,5.01190000e-09,3.11820000e+31
+25,6.30960000e-09,6.49850000e+31
+25,8.15480000e-09,1.00800000e+32
+25,1.00000000e-08,1.25690000e+32
+25,1.58490000e-08,1.65030000e+32
+25,3.16230000e-08,1.76620000e+32
+25,1.00000000e-07,1.25540000e+32
+25,1.58490000e-07,9.81170000e+31
+25,2.51190000e-07,7.32530000e+31
+25,3.98110000e-07,5.28050000e+31
+25,6.30960000e-07,3.70800000e+31
+25,8.15480000e-07,3.01830000e+31
+25,1.00000000e-06,2.55320000e+31
+25,1.58490000e-06,1.73200000e+31
+25,2.51190000e-06,1.16140000e+31
+25,3.98110000e-06,7.71840000e+30
+25,6.30960000e-06,5.09710000e+30
+25,8.15480000e-06,4.03820000e+30
+25,1.00000000e-05,3.35440000e+30
+25,1.58490000e-05,2.20810000e+30
+25,2.51190000e-05,1.46100000e+30
+25,3.98110000e-05,9.77880000e+29
+25,6.30960000e-05,6.67780000e+29
+25,8.15480000e-05,5.46710000e+29
+25,1.25890000e-04,4.00340000e+29
+25,1.99530000e-04,3.01260000e+29
+25,3.16230000e-04,2.39740000e+29
+25,3.16230000e-04,2.39740000e+29
+25,3.98110000e-04,2.18680000e+29
+25,5.01190000e-04,2.02300000e+29
+25,7.94330000e-04,1.80250000e+29
+25,1.00000000e-03,1.73420000e+29
+25,1.25890000e-03,1.68150000e+29
+25,1.99530000e-03,1.61740000e+29
+25,1.00000000e+02,1.55840000e+29
+26,5.41000000e-09,0.00000000e+00
+26,5.52240000e-09,4.73820000e+30
+26,5.71920000e-09,1.25700000e+31
+26,6.01440000e-09,2.33790000e+31
+26,6.30960000e-09,3.32530000e+31
+26,7.23220000e-09,5.96740000e+31
+26,8.61610000e-09,9.12880000e+31
+26,1.00000000e-08,1.16880000e+32
+26,1.58490000e-08,1.85720000e+32
+26,2.51190000e-08,2.28430000e+32
+26,3.16230000e-08,2.38340000e+32
+26,5.01190000e-08,2.32230000e+32
+26,1.25890000e-07,1.59480000e+32
+26,1.99530000e-07,1.17920000e+32
+26,3.16230000e-07,8.30360000e+31
+26,5.01190000e-07,5.65100000e+31
+26,6.30960000e-07,4.61960000e+31
+26,8.15480000e-07,3.67060000e+31
+26,1.00000000e-06,3.04700000e+31
+26,1.58490000e-06,1.98500000e+31
+26,2.51190000e-06,1.28300000e+31
+26,3.98110000e-06,8.25560000e+30
+26,6.30960000e-06,5.30260000e+30
+26,8.15480000e-06,4.14460000e+30
+26,1.00000000e-05,3.40890000e+30
+26,1.58490000e-05,2.20010000e+30
+26,2.51190000e-05,1.43120000e+30
+26,3.98110000e-05,9.43430000e+29
+26,6.30960000e-05,6.34790000e+29
+26,8.15480000e-05,5.15350000e+29
+26,1.25890000e-04,3.71820000e+29
+26,1.99530000e-04,2.75240000e+29
+26,3.16230000e-04,2.15520000e+29
+26,3.16230000e-04,2.15520000e+29
+26,3.98110000e-04,1.95110000e+29
+26,5.01190000e-04,1.79260000e+29
+26,7.94330000e-04,1.57940000e+29
+26,1.00000000e-03,1.51350000e+29
+26,1.25890000e-03,1.46240000e+29
+26,1.99530000e-03,1.40070000e+29
+26,1.00000000e+02,1.34380000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z9.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z9.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b966332a25fc20beca4a6095cdb5f63c7051114c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z9.csv
@@ -0,0 +1,148 @@
+# Z=9 nShells_data=4 nShells_G4=3
+# Binding energies (eV): 6.96700000e+02 3.78500000e+01 1.74200000e+01
+shell,energy_keV,xs_barn
+0,6.88370000e-07,0.00000000e+00
+0,7.27320000e-07,6.79520000e+27
+0,7.95490000e-07,1.72440000e+28
+0,8.97750000e-07,2.98200000e+28
+0,1.12950000e-06,4.83440000e+28
+0,1.25890000e-06,5.46560000e+28
+0,1.58490000e-06,6.35130000e+28
+0,1.99530000e-06,6.72590000e+28
+0,3.16230000e-06,6.44900000e+28
+0,6.30960000e-06,4.91560000e+28
+0,1.00000000e-05,3.80580000e+28
+0,1.58490000e-05,2.84720000e+28
+0,2.51190000e-05,2.09130000e+28
+0,3.98110000e-05,1.52810000e+28
+0,6.30960000e-05,1.12500000e+28
+0,8.15480000e-05,9.56310000e+27
+0,1.25890000e-04,7.42180000e+27
+0,1.99530000e-04,5.90790000e+27
+0,2.51190000e-04,5.37470000e+27
+0,3.16230000e-04,4.95920000e+27
+0,5.01190000e-04,4.41940000e+27
+0,6.30960000e-04,4.27560000e+27
+0,7.94330000e-04,4.18090000e+27
+0,1.25890000e-03,4.15320000e+27
+0,1.25890000e-03,4.15320000e+27
+0,1.99530000e-03,4.26310000e+27
+0,3.16230000e-03,4.47510000e+27
+0,5.01190000e-03,4.74700000e+27
+0,6.30960000e-03,4.89010000e+27
+0,7.94330000e-03,5.05190000e+27
+0,1.25890000e-02,5.36610000e+27
+0,1.58490000e-02,5.50430000e+27
+0,3.98110000e-02,5.97410000e+27
+0,1.00000000e+02,6.22540000e+27
+1,3.59300000e-08,0.00000000e+00
+1,3.69000000e-08,2.66140000e+29
+1,3.98110000e-08,9.95650000e+29
+1,4.49650000e-08,2.10520000e+30
+1,5.01190000e-08,3.04840000e+30
+1,6.30960000e-08,4.94530000e+30
+1,8.15480000e-08,6.80520000e+30
+1,1.25890000e-07,8.92000000e+30
+1,1.58490000e-07,9.39530000e+30
+1,2.51190000e-07,9.10700000e+30
+1,5.01190000e-07,6.92750000e+30
+1,6.30960000e-07,6.07240000e+30
+1,8.15480000e-07,5.15770000e+30
+1,1.00000000e-06,4.48320000e+30
+1,1.58490000e-06,3.18380000e+30
+1,2.51190000e-06,2.20380000e+30
+1,3.98110000e-06,1.50100000e+30
+1,6.30960000e-06,1.01270000e+30
+1,8.15480000e-06,8.11690000e+29
+1,1.00000000e-05,6.80480000e+29
+1,1.58490000e-05,4.57490000e+29
+1,2.51190000e-05,3.09280000e+29
+1,3.98110000e-05,2.11500000e+29
+1,6.30960000e-05,1.47430000e+29
+1,8.15480000e-05,1.22010000e+29
+1,1.25890000e-04,9.08960000e+28
+1,1.99530000e-04,6.95900000e+28
+1,3.16230000e-04,5.63800000e+28
+1,3.16230000e-04,5.63800000e+28
+1,5.01190000e-04,4.85860000e+28
+1,5.01190000e-04,4.85860000e+28
+1,6.30960000e-04,4.61310000e+28
+1,1.00000000e+02,4.31490000e+28
+2,1.70500000e-08,0.00000000e+00
+2,1.77760000e-08,2.00130000e+30
+2,1.99530000e-08,7.50400000e+30
+2,2.25360000e-08,1.32410000e+31
+2,2.51190000e-08,1.82230000e+31
+2,3.98110000e-08,3.58960000e+31
+2,6.30960000e-08,4.60240000e+31
+2,8.15480000e-08,4.77620000e+31
+2,1.58490000e-07,4.25840000e+31
+2,2.51190000e-07,3.49980000e+31
+2,3.98110000e-07,2.70190000e+31
+2,6.30960000e-07,1.99560000e+31
+2,8.15480000e-07,1.66180000e+31
+2,1.00000000e-06,1.42860000e+31
+2,1.58490000e-06,1.00060000e+31
+2,2.51190000e-06,6.90700000e+30
+2,3.98110000e-06,4.72210000e+30
+2,6.30960000e-06,3.21020000e+30
+2,8.15480000e-06,2.58610000e+30
+2,1.00000000e-05,2.17750000e+30
+2,1.58490000e-05,1.47890000e+30
+2,2.51190000e-05,1.00990000e+30
+2,3.98110000e-05,6.97200000e+29
+2,6.30960000e-05,4.90260000e+29
+2,8.15480000e-05,4.07830000e+29
+2,1.25890000e-04,3.05970000e+29
+2,1.99530000e-04,2.35800000e+29
+2,3.16230000e-04,1.92040000e+29
+2,3.16230000e-04,1.92040000e+29
+2,5.01190000e-04,1.65960000e+29
+2,5.01190000e-04,1.65960000e+29
+2,6.30960000e-04,1.57570000e+29
+2,7.94330000e-04,1.51420000e+29
+2,1.25890000e-03,1.44020000e+29
+2,1.99530000e-03,1.41010000e+29
+2,3.16230000e-03,1.40330000e+29
+2,5.01190000e-03,1.40150000e+29
+2,6.30960000e-03,1.39700000e+29
+2,1.00000000e+02,1.39780000e+29
+3,1.69800000e-08,0.00000000e+00
+3,1.77230000e-08,4.14450000e+30
+3,1.99530000e-08,1.55260000e+31
+3,2.25360000e-08,2.70810000e+31
+3,2.51190000e-08,3.71150000e+31
+3,3.98110000e-08,7.25900000e+31
+3,6.30960000e-08,9.27760000e+31
+3,8.15480000e-08,9.61720000e+31
+3,1.58490000e-07,8.55940000e+31
+3,2.51190000e-07,7.02960000e+31
+3,3.98110000e-07,5.42430000e+31
+3,6.30960000e-07,4.00520000e+31
+3,8.15480000e-07,3.33480000e+31
+3,1.00000000e-06,2.86640000e+31
+3,1.58490000e-06,2.00760000e+31
+3,2.51190000e-06,1.38560000e+31
+3,3.98110000e-06,9.47290000e+30
+3,6.30960000e-06,6.43980000e+30
+3,8.15480000e-06,5.18790000e+30
+3,1.00000000e-05,4.36810000e+30
+3,1.58490000e-05,2.96660000e+30
+3,2.51190000e-05,2.02580000e+30
+3,3.98110000e-05,1.39860000e+30
+3,6.30960000e-05,9.83480000e+29
+3,8.15480000e-05,8.18100000e+29
+3,1.25890000e-04,6.13760000e+29
+3,1.99530000e-04,4.72990000e+29
+3,3.16230000e-04,3.85200000e+29
+3,3.16230000e-04,3.85200000e+29
+3,5.01190000e-04,3.32870000e+29
+3,5.01190000e-04,3.32870000e+29
+3,6.30960000e-04,3.16040000e+29
+3,7.94330000e-04,3.03690000e+29
+3,1.25890000e-03,2.88830000e+29
+3,1.99530000e-03,2.82770000e+29
+3,3.16230000e-03,2.81380000e+29
+3,5.01190000e-03,2.81020000e+29
+3,6.30960000e-03,2.80110000e+29
+3,1.00000000e+02,2.80260000e+29
diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z90.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z90.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88508c705d852049efeabc238445ca628db41def
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z90.csv
@@ -0,0 +1,835 @@
+# Z=90 nShells_data=27 nShells_G4=26
+# Binding energies (eV): 1.09651000e+05 2.04720000e+04 1.96930000e+04 1.63000000e+04 5.18200000e+03 4.83000000e+03 4.04900000e+03 3.49400000e+03 3.33500000e+03 1.33300000e+03 1.17100000e+03 9.70000000e+02 7.17000000e+02 6.79000000e+02 3.47000000e+02 3.38000000e+02 2.93000000e+02 2.33000000e+02 1.85000000e+02 9.70000000e+01 9.10000000e+01 5.00000000e+01 3.30000000e+01 2.50000000e+01 6.00000000e+00 6.00000000e+00
+shell,energy_keV,xs_barn
+0,1.10110000e-04,0.00000000e+00
+0,1.14060000e-04,1.82240000e+23
+0,1.19970000e-04,4.38260000e+23
+0,1.25890000e-04,6.76060000e+23
+0,1.42190000e-04,1.25340000e+24
+0,1.58490000e-04,1.74180000e+24
+0,1.99530000e-04,2.70170000e+24
+0,3.16230000e-04,4.35470000e+24
+0,3.16230000e-04,4.35470000e+24
+0,3.98110000e-04,5.08030000e+24
+0,5.01190000e-04,5.74100000e+24
+0,6.30960000e-04,6.40110000e+24
+0,7.94330000e-04,7.00770000e+24
+0,1.25890000e-03,8.26330000e+24
+0,1.25890000e-03,8.26340000e+24
+0,1.99530000e-03,9.47680000e+24
+0,2.51190000e-03,1.01200000e+25
+0,3.16230000e-03,1.07390000e+25
+0,5.01190000e-03,1.19980000e+25
+0,5.01190000e-03,1.19980000e+25
+0,7.94330000e-03,1.32530000e+25
+0,1.25890000e-02,1.45170000e+25
+0,1.25890000e-02,1.45170000e+25
+0,6.30960000e-02,1.89230000e+25
+0,1.58490000e-01,2.14350000e+25
+0,5.01190000e-01,2.45550000e+25
+0,6.30960000e+00,2.84980000e+25
+0,1.00000000e+02,2.86940000e+25
+1,2.04780000e-05,0.00000000e+00
+1,2.16380000e-05,2.29330000e+24
+1,2.51190000e-05,8.54380000e+24
+1,2.83710000e-05,1.36620000e+25
+1,3.16230000e-05,1.81550000e+25
+1,5.01190000e-05,3.48710000e+25
+1,8.15480000e-05,4.55290000e+25
+1,3.16230000e-04,3.81130000e+25
+1,5.01190000e-04,4.17260000e+25
+1,6.30960000e-04,4.85590000e+25
+1,7.94330000e-04,4.73960000e+25
+1,1.25890000e-03,4.63520000e+25
+1,1.99530000e-03,4.81510000e+25
+1,3.16230000e-03,5.47760000e+25
+1,3.98110000e-03,6.10260000e+25
+1,5.01190000e-03,6.33120000e+25
+1,7.94330000e-03,6.84310000e+25
+1,1.00000000e-02,7.12770000e+25
+1,1.25890000e-02,7.40440000e+25
+1,1.99530000e-02,7.95810000e+25
+1,2.51190000e-02,8.22580000e+25
+1,6.30960000e-02,9.34600000e+25
+1,1.58490000e-01,1.04380000e+26
+1,3.98110000e-01,1.12690000e+26
+1,1.00000000e+02,1.17710000e+26
+2,1.97800000e-05,0.00000000e+00
+2,1.99530000e-05,6.23400000e+23
+2,2.12440000e-05,5.09970000e+24
+2,2.31820000e-05,1.12840000e+25
+2,2.51190000e-05,1.68410000e+25
+2,2.83710000e-05,2.48920000e+25
+2,3.16230000e-05,3.15710000e+25
+2,5.01190000e-05,5.33320000e+25
+2,8.15480000e-05,6.46400000e+25
+2,1.58490000e-04,6.73700000e+25
+2,3.16230000e-04,6.40840000e+25
+2,5.01190000e-04,6.49300000e+25
+2,5.01190000e-04,6.49300000e+25
+2,7.94330000e-04,6.43490000e+25
+2,1.25890000e-03,6.54770000e+25
+2,1.99530000e-03,6.94640000e+25
+2,3.16230000e-03,7.80240000e+25
+2,3.98110000e-03,8.48890000e+25
+2,5.01190000e-03,8.85620000e+25
+2,7.94330000e-03,9.64750000e+25
+2,1.00000000e-02,1.00620000e+26
+2,1.25890000e-02,1.04880000e+26
+2,1.99530000e-02,1.13380000e+26
+2,2.51190000e-02,1.17490000e+26
+2,6.30960000e-02,1.34700000e+26
+2,1.58490000e-01,1.51310000e+26
+2,3.98110000e-01,1.63240000e+26
+2,1.00000000e+02,1.69290000e+26
+3,1.63150000e-05,0.00000000e+00
+3,1.72240000e-05,1.00820000e+25
+3,1.85890000e-05,2.43240000e+25
+3,1.99530000e-05,3.75030000e+25
+3,2.25360000e-05,5.96340000e+25
+3,2.51190000e-05,7.83550000e+25
+3,3.98110000e-05,1.40800000e+26
+3,6.30960000e-05,1.70780000e+26
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z91.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z91.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e26464d4e6949d01fbe083cfb60880c537a01436
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z91.csv
@@ -0,0 +1,913 @@
+# Z=91 nShells_data=29 nShells_G4=27
+# Binding energies (eV): 1.12601000e+05 2.11050000e+04 2.03140000e+04 1.67330000e+04 5.36700000e+03 5.00100000e+03 4.17800000e+03 3.61300000e+03 3.44600000e+03 1.39000000e+03 1.22500000e+03 1.01100000e+03 7.52000000e+02 7.12000000e+02 3.72000000e+02 3.62000000e+02 3.12000000e+02 2.48000000e+02 1.95000000e+02 1.04000000e+02 9.70000000e+01 5.00000000e+01 3.20000000e+01 2.40000000e+01 6.00000000e+00 6.00000000e+00 6.00000000e+00
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diff --git a/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z92.csv b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z92.csv
new file mode 100644
index 0000000000000000000000000000000000000000..386ba3dec34d1e0302081b61b59a1afe77cef38c
--- /dev/null
+++ b/validation/results/g4_tables/ioni_shell_xs/ioni_shell_Z92.csv
@@ -0,0 +1,889 @@
+# Z=92 nShells_data=29 nShells_G4=27
+# Binding energies (eV): 1.15606000e+05 2.17570000e+04 2.09480000e+04 1.71660000e+04 5.54800000e+03 5.18200000e+03 4.30800000e+03 3.73300000e+03 3.55700000e+03 1.44600000e+03 1.27800000e+03 1.05000000e+03 7.85000000e+02 7.43000000e+02 3.96000000e+02 3.86000000e+02 3.29000000e+02 2.61000000e+02 2.03000000e+02 1.10000000e+02 1.01000000e+02 5.20000000e+01 3.40000000e+01 2.40000000e+01 6.10000000e+00 6.00000000e+00 6.00000000e+00
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z1.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbdfbb4c455bcd3567739388b4fa4184a4deb497
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z1.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z10.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9399986da84461e2953c7b7ab9c5a3541466abd
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z10.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z11.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z11.csv
new file mode 100644
index 0000000000000000000000000000000000000000..239dad4a4eb0a1a8fd46c9e27fa1ac01a4fe81f3
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z11.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z12.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z12.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98cdbd863fed2f0832e29445e0ff65ee936db7a7
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z12.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z13.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z13.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3fd6ee3d7df570febafebae331ab8c0c68830ba6
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z13.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z14.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z14.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1dd1b1ee8b6a43215f07ebcc73dc3b68084d78a
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z14.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z15.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z15.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10152ec8c38bfca5614eb6635d9e8f4f6e1905ba
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z15.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z16.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z16.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c151a324598c6cad92629a89aef25d61e1c07768
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z16.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z17.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z17.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cfb437ae779da694a5b53f8a7453fe7667c4d76
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z17.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z18.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z18.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44a4b2396df8903f48ac3f6f394195380100ff2a
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z18.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z19.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z19.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e281cd2fc604c9e5d69ddc56752686d985169e1
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z19.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z2.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z2.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04fd6b9dbb67f564717d92b5e23c0989889b9429
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z2.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z20.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z20.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fe796afb6d61d9b2982a453af806ea2d3b80227
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z20.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z21.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z21.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2336a0def764269df713eb26b615f559d7bcd537
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z21.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z22.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z22.csv
new file mode 100644
index 0000000000000000000000000000000000000000..344bcbfa6637f1d3ac0e7b7653d6617084cd38cd
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z22.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z23.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z23.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aaa2aa9c57c548f69c2ccf2e596bf7844c680532
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z23.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z24.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z24.csv
new file mode 100644
index 0000000000000000000000000000000000000000..056a2602cc2a1d7faaceb3da0dc47193f6250d9d
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z24.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z25.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z25.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1758cb33c31280c33db6331d15fbaba8ce661a27
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z25.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z26.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z26.csv
new file mode 100644
index 0000000000000000000000000000000000000000..059cbd21c39d9f623053ddf8a136e2ef12f2df2d
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z26.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z27.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z27.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ea5dcd35abb4758bddf0b18fd52e396ece6f309
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z27.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z28.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z28.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5c43b70a73eba198ea1e277944bb22e1d142a95
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z28.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z29.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z29.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88b1e968d8115eb5975f0d7982d31660b4f30a46
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z29.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z3.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z3.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9f53e0efa68230e2ddc42125b38bd2833addb71
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z3.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z30.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z30.csv
new file mode 100644
index 0000000000000000000000000000000000000000..955e1934c098c64aa518fa1a96371747ecf1d4d5
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z30.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z31.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z31.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d9eb06538811447e9e26294916cfb86afcf51a5
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z31.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z32.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z32.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc39b56ec39227488cecf1a6a34d5bce8f314fb8
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z32.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z33.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z33.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3b5d86fbc7d0feeffe0f93697f9b4b701acc510
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z33.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z34.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z34.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84b0a72f23f5017f92722d2d90ccb7bcb8407353
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z34.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z35.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z35.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b6ae28a85f6094b7d55cc5bba457e76a15cd3a6
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z35.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z36.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z36.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75acf7298a1f7c01ec2b8feaa4450511ae1933b4
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z36.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z37.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z37.csv
new file mode 100644
index 0000000000000000000000000000000000000000..301073d661ffa6505411ea6721fbdac5311681e1
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z37.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z38.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z38.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f00cfa3d049c98ca21af083e45d5e8d1bd4b5c9
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z38.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z39.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z39.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbad4366e118119def0118f85971c99545103ec0
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z39.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z4.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z4.csv
new file mode 100644
index 0000000000000000000000000000000000000000..467711e0becf6c263ce46dc56a85a101132ab3e5
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z4.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z40.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z40.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac731c2aeafe6e5a4f0a444f9d800d3e53b4d140
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z40.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z41.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z41.csv
new file mode 100644
index 0000000000000000000000000000000000000000..634b5b4c7c13cdbdc79917e772e24b6e9708e185
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z41.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z42.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z42.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58e2cfa37791fec31ef06a2e3459accf43ac7496
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z42.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z43.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z43.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92091e7bb9cbc659c14c8a770a3350a1477219df
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z43.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z44.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z44.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5b1e933c4c6078ca5ce089af634976c03ee7c39
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z44.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z45.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z45.csv
new file mode 100644
index 0000000000000000000000000000000000000000..695205af437dac94b9cbae215cbe126dbd33f388
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z45.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z46.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z46.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a9341e5289d379a217c6ffc4e9f5b76d8b97fbc
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z46.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z47.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z47.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c314c590abbbb21cad21eca6e824869a71875884
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z47.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z48.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z48.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb3163fd0a991d713f1c552a66d8efda66ec2a3c
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z48.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z49.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z49.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64619b258b26f706bee0f3f70cd770ec8a769cec
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z49.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z5.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3187a59be40bcbbdd8b660c62acef588ffa6f28
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z5.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z50.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z50.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74c1b0e849aba9ceabe9ecd0a0271fd32c42faf7
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z50.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z51.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z51.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ebac48de8adc00ffa0fe5e395c04cfe222fcf9b
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z51.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z52.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z52.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ea3c918720393b7a2a274ed556c6eaa8fd49c3a
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z52.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z53.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z53.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c8a4ab6d1b41e6100d431084550e5688cb1e84a
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z53.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z54.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z54.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ec95e2b15de4df19e73dd2eed8892daa88b234f
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z54.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z55.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z55.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68640be2c9f9ddcb474d935e64ce3cfce5d61a3f
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z55.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z56.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z56.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30ed7d6681bb1b6286295ca3accff3ff27d28925
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z56.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z57.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z57.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e408b2cbb261d6ce5e55a5d0d973bbd7c8e0576
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z57.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z58.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z58.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6609bda57628d97f22f810a40c99c468821654be
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z58.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z59.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z59.csv
new file mode 100644
index 0000000000000000000000000000000000000000..223836e06997dd79dbd6c99656da6eb2c07f3211
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z59.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z6.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z6.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c7b283ad4b05398b2443d552b9278c192bc68ba
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z6.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z60.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z60.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6796a4dbcdf00217625ba9859f70f93537162020
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z60.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z61.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z61.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e594307948dd620541536afd7a24906f914efbf7
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z61.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z62.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z62.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88a27ed6224fb92ccc12bb8bd2bcd3d2228c3ddf
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z62.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z63.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z63.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f611c2d1694b5c845b43af3b9885c43ff4563900
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z63.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z64.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z64.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afacc0b7086f54ada6b746b13e4871aa0ac74d3d
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z64.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z65.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z65.csv
new file mode 100644
index 0000000000000000000000000000000000000000..130c8e6bb65be6ea40830064f5030258d5ad5317
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z65.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z66.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z66.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d9b81305797a123c3926b39ff91409f90e54970
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z66.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z67.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z67.csv
new file mode 100644
index 0000000000000000000000000000000000000000..938a40e8e72001a0e79ef0966dfb47c541a571e9
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z67.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z68.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z68.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2befe352664b60413ac73825d70040ad75a986c
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z68.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z69.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z69.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bff187c3ea651044ffed4e5a8053f750d01aac2
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z69.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z7.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z7.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7f717e3732d848e35a062f6f2c181d8e44a3a68
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z7.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z70.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z70.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4bb12699655611b023feb1fcc76339b353f42d3a
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z70.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z71.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z71.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76774ecd7da8cf14b653c21329bc26bde903da1d
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z71.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z72.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z72.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bdccbca62b6ea6a96d1aed65f7b8587b1ce7b721
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z72.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z73.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z73.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b898df3827d9c6957fa0dd917a91c50325aadb14
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z73.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z74.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z74.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbfa76a1f6e435ec9a845bd06b02ff8a2fb49173
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z74.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z75.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z75.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7277039c34e92d50eef4d6a2c641e61d45237248
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z75.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z76.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z76.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d7c0ddf8f59d9647651d81c333bfd011a496832
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z76.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z77.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z77.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16410af9e1293bf74e5f01af2bd08c04b7269f0c
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z77.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z78.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z78.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4644e73efc12e42e50355fa9a4218a57450db3cd
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z78.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z79.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z79.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc686592604f30d8ff8894a1b45b75648f81fc4c
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z79.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z8.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z8.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14b6a9fd985764f927d30d7107e8aafef0800f69
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z8.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z80.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z80.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b2f6dee2aa17ee639b444b8b9c5280d06268eed
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z80.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z81.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z81.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8d846a8c99730131ff6222c179715bf6cd70329
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z81.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z82.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z82.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6ca71a8b9e242d04f5337364c438189b82186c9
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z82.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z83.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z83.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43db477896048daec392d019bdd909579586e7c1
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z83.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z84.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z84.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2686782dc85d48fd67e134d308313b98a3962d38
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z84.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z85.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z85.csv
new file mode 100644
index 0000000000000000000000000000000000000000..635af942fdef6669a6c28b2eb6585c8f5e19a161
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z85.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z86.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z86.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6286ff9c806518cf2dd29618de954b626c939d8
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z86.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z87.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z87.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b50c48a2e95441f79b4f42b5d5a15737e2ffcbe
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z87.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z88.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z88.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d99e702b6eb7222441465c685eb4aa703d84541
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z88.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z89.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z89.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03b62018fbfd04da8b95898f4dd763d5bfa5ce24
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z89.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z9.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z9.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d026bf286fbb0e6b72499e5931bef8fa57cd49d8
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z9.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z90.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z90.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d194ca6ee033780e4ddfe0c6603e3067008903c
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z90.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z91.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z91.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cffbeeeefc994c598cc0883ae0bfd267104b2cb
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z91.csv
@@ -0,0 +1,503 @@
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diff --git a/validation/results/g4_tables/pe_shell_xs/pe_shell_Z92.csv b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z92.csv
new file mode 100644
index 0000000000000000000000000000000000000000..099d19d15821263dc2a44a417a281bc47897243e
--- /dev/null
+++ b/validation/results/g4_tables/pe_shell_xs/pe_shell_Z92.csv
@@ -0,0 +1,503 @@
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+7.43080917e+02,1.93897408e+01
+7.54486371e+02,1.87754029e+01
+7.66066885e+02,1.81808192e+01
+7.77825148e+02,1.76055364e+01
+7.89763886e+02,1.70491194e+01
+8.01885871e+02,1.65111283e+01
+8.14193914e+02,1.59911177e+01
+8.26690872e+02,1.54886367e+01
+8.39379644e+02,1.50032279e+01
+8.52263175e+02,1.45344276e+01
+8.65344453e+02,1.40817650e+01
+8.78626514e+02,1.36447618e+01
+8.92112440e+02,1.32229318e+01
+9.05805359e+02,1.28157806e+01
+9.19708450e+02,1.24228046e+01
+9.33824937e+02,1.20434912e+01
+9.48158096e+02,1.16773177e+01
+9.62711253e+02,1.13237510e+01
+9.77487784e+02,1.09822471e+01
+9.92491119e+02,1.06522507e+01
+1.00772474e+03,1.03331941e+01
+1.02319218e+03,1.00244972e+01
+1.03889702e+03,9.72557403e+00
+1.05484292e+03,9.43598942e+00
+1.07103357e+03,9.15551947e+00
+1.08747272e+03,8.88396068e+00
+1.10416420e+03,8.62110731e+00
+1.12111188e+03,8.36675126e+00
+1.13831968e+03,8.12068183e+00
+1.15579160e+03,7.88268557e+00
+1.17353170e+03,7.65254603e+00
+1.19154409e+03,7.43004363e+00
+1.20983295e+03,7.21495542e+00
+1.22840252e+03,7.00705484e+00
+1.24725711e+03,6.80611157e+00
+1.26640110e+03,6.61189126e+00
+1.28583893e+03,6.42415529e+00
+1.30557510e+03,6.24266059e+00
+1.32561421e+03,6.06715935e+00
+1.34596089e+03,5.89739879e+00
+1.36661987e+03,5.73312090e+00
+1.38759594e+03,5.57406219e+00
+1.40889398e+03,5.41995340e+00
+1.43051891e+03,5.27051922e+00
+1.45247576e+03,5.12549662e+00
+1.47476963e+03,4.98474300e+00
+1.49740568e+03,4.84816731e+00
+1.52038916e+03,4.71567790e+00
+1.54372542e+03,4.58718223e+00
+1.56741986e+03,4.46258678e+00
+1.59147799e+03,4.34179694e+00
+1.61590538e+03,4.22471696e+00
+1.64070771e+03,4.11124987e+00
+1.66589072e+03,4.00129736e+00
+1.69146026e+03,3.89475972e+00
+1.71742227e+03,3.79153574e+00
+1.74378276e+03,3.69152260e+00
+1.77054786e+03,3.59461580e+00
+1.79772377e+03,3.50070903e+00
+1.82531681e+03,3.40969409e+00
+1.85333336e+03,3.32146079e+00
+1.88177993e+03,3.23589681e+00
+1.91066313e+03,3.15288763e+00
+1.93998966e+03,3.07231636e+00
+1.96976631e+03,2.99406370e+00
+2.00000000e+03,2.91800801e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z1.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z1.csv
new file mode 100644
index 0000000000000000000000000000000000000000..920375afd4b42b3760369141adea727670fbcf02
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z1.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=1
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.85327000e+00
+1.23651674e-04,9.50000000e-01,7.84905000e+00
+1.23651674e-04,9.70000000e-01,7.83328000e+00
+1.23651674e-04,9.90000000e-01,7.79754000e+00
+1.23651674e-04,9.95000000e-01,7.74599000e+00
+1.23651674e-04,9.99000000e-01,7.61411000e+00
+1.23651674e-04,9.99500000e-01,7.44648000e+00
+1.23651674e-04,9.99900000e-01,7.25292000e+00
+1.23651674e-04,9.99950000e-01,7.03983000e+00
+1.23651674e-04,9.99990000e-01,6.81482000e+00
+3.14557468e-04,5.70000000e+01,6.58628000e+00
+3.14557468e-04,1.00000000e-12,6.35593000e+00
+3.14557468e-04,2.50000000e-02,6.12420000e+00
+3.14557468e-04,5.00000000e-02,5.89276000e+00
+3.14557468e-04,7.50000000e-02,5.66431000e+00
+3.14557468e-04,1.00000000e-01,5.44261000e+00
+3.14557468e-04,1.50000000e-01,5.22956000e+00
+3.14557468e-04,2.00000000e-01,5.02806000e+00
+3.14557468e-04,2.50000000e-01,4.84142000e+00
+3.14557468e-04,3.00000000e-01,4.67199000e+00
+3.14557468e-04,3.50000000e-01,4.52130000e+00
+3.14557468e-04,4.00000000e-01,4.45442000e+00
+3.14557468e-04,4.50000000e-01,4.40017000e+00
+3.14557468e-04,5.00000000e-01,4.37233000e+00
+3.14557468e-04,5.50000000e-01,4.36154000e+00
+3.14557468e-04,6.00000000e-01,4.36352000e+00
+3.14557468e-04,6.50000000e-01,4.36397000e+00
+3.14557468e-04,7.00000000e-01,4.36376000e+00
+3.14557468e-04,7.50000000e-01,4.36476000e+00
+3.14557468e-04,8.00000000e-01,4.36557000e+00
+3.14557468e-04,8.50000000e-01,4.36612000e+00
+3.14557468e-04,9.00000000e-01,4.35999000e+00
+3.14557468e-04,9.25000000e-01,8.38529000e+00
+3.14557468e-04,9.50000000e-01,8.39940000e+00
+3.14557468e-04,9.70000000e-01,8.39187000e+00
+3.14557468e-04,9.90000000e-01,8.34695000e+00
+3.14557468e-04,9.95000000e-01,8.27239000e+00
+3.14557468e-04,9.99000000e-01,8.07164000e+00
+3.14557468e-04,9.99500000e-01,7.81859000e+00
+3.14557468e-04,9.99900000e-01,7.54226000e+00
+3.14557468e-04,9.99950000e-01,7.25267000e+00
+3.14557468e-04,9.99990000e-01,6.95767000e+00
+6.10098560e-04,5.70000000e+01,6.66559000e+00
+6.10098560e-04,1.00000000e-12,6.37667000e+00
+6.10098560e-04,2.50000000e-02,6.08974000e+00
+6.10098560e-04,5.00000000e-02,5.80585000e+00
+6.10098560e-04,7.50000000e-02,5.52694000e+00
+6.10098560e-04,1.00000000e-01,5.25608000e+00
+6.10098560e-04,1.50000000e-01,4.99307000e+00
+6.10098560e-04,2.00000000e-01,4.73698000e+00
+6.10098560e-04,2.50000000e-01,4.48638000e+00
+6.10098560e-04,3.00000000e-01,4.23887000e+00
+6.10098560e-04,3.50000000e-01,4.00420000e+00
+6.10098560e-04,4.00000000e-01,3.90445000e+00
+6.10098560e-04,4.50000000e-01,3.82824000e+00
+6.10098560e-04,5.00000000e-01,3.79020000e+00
+6.10098560e-04,5.50000000e-01,3.75410000e+00
+6.10098560e-04,6.00000000e-01,3.74301000e+00
+6.10098560e-04,6.50000000e-01,3.74069000e+00
+6.10098560e-04,7.00000000e-01,3.74125000e+00
+6.10098560e-04,7.50000000e-01,3.73944000e+00
+6.10098560e-04,8.00000000e-01,3.73782000e+00
+6.10098560e-04,8.50000000e-01,3.73669000e+00
+6.10098560e-04,9.00000000e-01,3.75610000e+00
+6.10098560e-04,9.25000000e-01,8.80528000e+00
+6.10098560e-04,9.50000000e-01,8.81671000e+00
+6.10098560e-04,9.70000000e-01,8.80075000e+00
+6.10098560e-04,9.90000000e-01,8.73759000e+00
+6.10098560e-04,9.95000000e-01,8.63765000e+00
+6.10098560e-04,9.99000000e-01,8.37704000e+00
+6.10098560e-04,9.99500000e-01,8.05882000e+00
+6.10098560e-04,9.99900000e-01,7.72174000e+00
+6.10098560e-04,9.99950000e-01,7.37749000e+00
+6.10098560e-04,9.99990000e-01,7.03399000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z10.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z10.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dedd2626b4fa9030bd432bad531c440b9e1fe658
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z10.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=10
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.26209000e+00
+1.23651674e-04,9.50000000e-01,4.30317000e+00
+1.23651674e-04,9.70000000e-01,4.34226000e+00
+1.23651674e-04,9.90000000e-01,4.37785000e+00
+1.23651674e-04,9.95000000e-01,4.41027000e+00
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+1.23651674e-04,9.99500000e-01,4.51304000e+00
+1.23651674e-04,9.99900000e-01,4.54770000e+00
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+3.14557468e-04,5.70000000e+01,4.59941000e+00
+3.14557468e-04,1.00000000e-12,4.60561000e+00
+3.14557468e-04,2.50000000e-02,4.60749000e+00
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+3.14557468e-04,4.00000000e-01,4.56256000e+00
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+6.10098560e-04,5.00000000e-02,5.15613000e+00
+6.10098560e-04,7.50000000e-02,5.12758000e+00
+6.10098560e-04,1.00000000e-01,5.09820000e+00
+6.10098560e-04,1.50000000e-01,5.06762000e+00
+6.10098560e-04,2.00000000e-01,5.03489000e+00
+6.10098560e-04,2.50000000e-01,4.99978000e+00
+6.10098560e-04,3.00000000e-01,4.96504000e+00
+6.10098560e-04,3.50000000e-01,4.93437000e+00
+6.10098560e-04,4.00000000e-01,4.92087000e+00
+6.10098560e-04,4.50000000e-01,4.90743000e+00
+6.10098560e-04,5.00000000e-01,4.89679000e+00
+6.10098560e-04,5.50000000e-01,4.88715000e+00
+6.10098560e-04,6.00000000e-01,4.88471000e+00
+6.10098560e-04,6.50000000e-01,4.88262000e+00
+6.10098560e-04,7.00000000e-01,4.88236000e+00
+6.10098560e-04,7.50000000e-01,4.88218000e+00
+6.10098560e-04,8.00000000e-01,4.88215000e+00
+6.10098560e-04,8.50000000e-01,4.88212000e+00
+6.10098560e-04,9.00000000e-01,4.88209000e+00
+6.10098560e-04,9.25000000e-01,5.46371000e+00
+6.10098560e-04,9.50000000e-01,5.51218000e+00
+6.10098560e-04,9.70000000e-01,5.55668000e+00
+6.10098560e-04,9.90000000e-01,5.59419000e+00
+6.10098560e-04,9.95000000e-01,5.62538000e+00
+6.10098560e-04,9.99000000e-01,5.67254000e+00
+6.10098560e-04,9.99500000e-01,5.69824000e+00
+6.10098560e-04,9.99900000e-01,5.70354000e+00
+6.10098560e-04,9.99950000e-01,5.69108000e+00
+6.10098560e-04,9.99990000e-01,5.66565000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z11.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z11.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc2336414bf3f61b45e8274d334936e97504b124
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z11.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=11
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.03792000e+00
+1.23651674e-04,9.50000000e-01,4.07721000e+00
+1.23651674e-04,9.70000000e-01,4.11472000e+00
+1.23651674e-04,9.90000000e-01,4.14910000e+00
+1.23651674e-04,9.95000000e-01,4.18063000e+00
+1.23651674e-04,9.99000000e-01,4.23669000e+00
+1.23651674e-04,9.99500000e-01,4.28266000e+00
+1.23651674e-04,9.99900000e-01,4.31871000e+00
+1.23651674e-04,9.99950000e-01,4.34572000e+00
+1.23651674e-04,9.99990000e-01,4.36556000e+00
+3.14557468e-04,5.70000000e+01,4.38088000e+00
+3.14557468e-04,1.00000000e-12,4.39233000e+00
+3.14557468e-04,2.50000000e-02,4.40034000e+00
+3.14557468e-04,5.00000000e-02,4.40549000e+00
+3.14557468e-04,7.50000000e-02,4.40945000e+00
+3.14557468e-04,1.00000000e-01,4.41349000e+00
+3.14557468e-04,1.50000000e-01,4.41704000e+00
+3.14557468e-04,2.00000000e-01,4.41875000e+00
+3.14557468e-04,2.50000000e-01,4.41782000e+00
+3.14557468e-04,3.00000000e-01,4.41667000e+00
+3.14557468e-04,3.50000000e-01,4.41817000e+00
+3.14557468e-04,4.00000000e-01,4.41967000e+00
+3.14557468e-04,4.50000000e-01,4.42026000e+00
+3.14557468e-04,5.00000000e-01,4.41924000e+00
+3.14557468e-04,5.50000000e-01,4.41649000e+00
+3.14557468e-04,6.00000000e-01,4.41548000e+00
+3.14557468e-04,6.50000000e-01,4.41459000e+00
+3.14557468e-04,7.00000000e-01,4.41447000e+00
+3.14557468e-04,7.50000000e-01,4.41437000e+00
+3.14557468e-04,8.00000000e-01,4.41437000e+00
+3.14557468e-04,8.50000000e-01,4.41436000e+00
+3.14557468e-04,9.00000000e-01,4.41437000e+00
+3.14557468e-04,9.25000000e-01,4.73328000e+00
+3.14557468e-04,9.50000000e-01,4.77888000e+00
+3.14557468e-04,9.70000000e-01,4.82112000e+00
+3.14557468e-04,9.90000000e-01,4.85746000e+00
+3.14557468e-04,9.95000000e-01,4.88853000e+00
+3.14557468e-04,9.99000000e-01,4.93853000e+00
+3.14557468e-04,9.99500000e-01,4.97312000e+00
+3.14557468e-04,9.99900000e-01,4.99498000e+00
+3.14557468e-04,9.99950000e-01,5.00564000e+00
+3.14557468e-04,9.99990000e-01,5.00739000e+00
+6.10098560e-04,5.70000000e+01,5.00335000e+00
+6.10098560e-04,1.00000000e-12,4.99451000e+00
+6.10098560e-04,2.50000000e-02,4.98172000e+00
+6.10098560e-04,5.00000000e-02,4.96564000e+00
+6.10098560e-04,7.50000000e-02,4.94694000e+00
+6.10098560e-04,1.00000000e-01,4.92633000e+00
+6.10098560e-04,1.50000000e-01,4.90404000e+00
+6.10098560e-04,2.00000000e-01,4.88075000e+00
+6.10098560e-04,2.50000000e-01,4.85718000e+00
+6.10098560e-04,3.00000000e-01,4.83375000e+00
+6.10098560e-04,3.50000000e-01,4.81138000e+00
+6.10098560e-04,4.00000000e-01,4.80108000e+00
+6.10098560e-04,4.50000000e-01,4.79138000e+00
+6.10098560e-04,5.00000000e-01,4.78402000e+00
+6.10098560e-04,5.50000000e-01,4.77561000e+00
+6.10098560e-04,6.00000000e-01,4.77327000e+00
+6.10098560e-04,6.50000000e-01,4.77151000e+00
+6.10098560e-04,7.00000000e-01,4.77129000e+00
+6.10098560e-04,7.50000000e-01,4.77113000e+00
+6.10098560e-04,8.00000000e-01,4.77110000e+00
+6.10098560e-04,8.50000000e-01,4.77109000e+00
+6.10098560e-04,9.00000000e-01,4.77106000e+00
+6.10098560e-04,9.25000000e-01,5.24409000e+00
+6.10098560e-04,9.50000000e-01,5.29004000e+00
+6.10098560e-04,9.70000000e-01,5.33239000e+00
+6.10098560e-04,9.90000000e-01,5.36838000e+00
+6.10098560e-04,9.95000000e-01,5.39864000e+00
+6.10098560e-04,9.99000000e-01,5.44532000e+00
+6.10098560e-04,9.99500000e-01,5.47247000e+00
+6.10098560e-04,9.99900000e-01,5.48113000e+00
+6.10098560e-04,9.99950000e-01,5.47373000e+00
+6.10098560e-04,9.99990000e-01,5.45474000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z12.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z12.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f049c107dbd129d421a39dfdcb8342f7078c405
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z12.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=12
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
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+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
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+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,3.83244000e+00
+1.23651674e-04,9.50000000e-01,3.86988000e+00
+1.23651674e-04,9.70000000e-01,3.90573000e+00
+1.23651674e-04,9.90000000e-01,3.93877000e+00
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+6.10098560e-04,9.50000000e-01,5.07893000e+00
+6.10098560e-04,9.70000000e-01,5.11742000e+00
+6.10098560e-04,9.90000000e-01,5.15046000e+00
+6.10098560e-04,9.95000000e-01,5.17862000e+00
+6.10098560e-04,9.99000000e-01,5.22325000e+00
+6.10098560e-04,9.99500000e-01,5.25130000e+00
+6.10098560e-04,9.99900000e-01,5.26355000e+00
+6.10098560e-04,9.99950000e-01,5.26199000e+00
+6.10098560e-04,9.99990000e-01,5.25029000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z13.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z13.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f51767934404bb4eb388c2ebc7cfcdc98eb3e246
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z13.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=13
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,3.64394000e+00
+1.23651674e-04,9.50000000e-01,3.67992000e+00
+1.23651674e-04,9.70000000e-01,3.71445000e+00
+1.23651674e-04,9.90000000e-01,3.74644000e+00
+1.23651674e-04,9.95000000e-01,3.77614000e+00
+1.23651674e-04,9.99000000e-01,3.82995000e+00
+1.23651674e-04,9.99500000e-01,3.87567000e+00
+1.23651674e-04,9.99900000e-01,3.91350000e+00
+1.23651674e-04,9.99950000e-01,3.94420000e+00
+1.23651674e-04,9.99990000e-01,3.96944000e+00
+3.14557468e-04,5.70000000e+01,3.99149000e+00
+3.14557468e-04,1.00000000e-12,4.01106000e+00
+3.14557468e-04,2.50000000e-02,4.02860000e+00
+3.14557468e-04,5.00000000e-02,4.04484000e+00
+3.14557468e-04,7.50000000e-02,4.06148000e+00
+3.14557468e-04,1.00000000e-01,4.07974000e+00
+3.14557468e-04,1.50000000e-01,4.09879000e+00
+3.14557468e-04,2.00000000e-01,4.11635000e+00
+3.14557468e-04,2.50000000e-01,4.13042000e+00
+3.14557468e-04,3.00000000e-01,4.14241000e+00
+3.14557468e-04,3.50000000e-01,4.15372000e+00
+3.14557468e-04,4.00000000e-01,4.15866000e+00
+3.14557468e-04,4.50000000e-01,4.16256000e+00
+3.14557468e-04,5.00000000e-01,4.16465000e+00
+3.14557468e-04,5.50000000e-01,4.16673000e+00
+3.14557468e-04,6.00000000e-01,4.16714000e+00
+3.14557468e-04,6.50000000e-01,4.16736000e+00
+3.14557468e-04,7.00000000e-01,4.16738000e+00
+3.14557468e-04,7.50000000e-01,4.16741000e+00
+3.14557468e-04,8.00000000e-01,4.16741000e+00
+3.14557468e-04,8.50000000e-01,4.16743000e+00
+3.14557468e-04,9.00000000e-01,4.16743000e+00
+3.14557468e-04,9.25000000e-01,4.33153000e+00
+3.14557468e-04,9.50000000e-01,4.36836000e+00
+3.14557468e-04,9.70000000e-01,4.40312000e+00
+3.14557468e-04,9.90000000e-01,4.43425000e+00
+3.14557468e-04,9.95000000e-01,4.46213000e+00
+3.14557468e-04,9.99000000e-01,4.51010000e+00
+3.14557468e-04,9.99500000e-01,4.54695000e+00
+3.14557468e-04,9.99900000e-01,4.57305000e+00
+3.14557468e-04,9.99950000e-01,4.58965000e+00
+3.14557468e-04,9.99990000e-01,4.59908000e+00
+6.10098560e-04,5.70000000e+01,4.60448000e+00
+6.10098560e-04,1.00000000e-12,4.60673000e+00
+6.10098560e-04,2.50000000e-02,4.60639000e+00
+6.10098560e-04,5.00000000e-02,4.60413000e+00
+6.10098560e-04,7.50000000e-02,4.60155000e+00
+6.10098560e-04,1.00000000e-01,4.59987000e+00
+6.10098560e-04,1.50000000e-01,4.59846000e+00
+6.10098560e-04,2.00000000e-01,4.59559000e+00
+6.10098560e-04,2.50000000e-01,4.59000000e+00
+6.10098560e-04,3.00000000e-01,4.58354000e+00
+6.10098560e-04,3.50000000e-01,4.57855000e+00
+6.10098560e-04,4.00000000e-01,4.57656000e+00
+6.10098560e-04,4.50000000e-01,4.57413000e+00
+6.10098560e-04,5.00000000e-01,4.57122000e+00
+6.10098560e-04,5.50000000e-01,4.56631000e+00
+6.10098560e-04,6.00000000e-01,4.56499000e+00
+6.10098560e-04,6.50000000e-01,4.56394000e+00
+6.10098560e-04,7.00000000e-01,4.56380000e+00
+6.10098560e-04,7.50000000e-01,4.56369000e+00
+6.10098560e-04,8.00000000e-01,4.56369000e+00
+6.10098560e-04,8.50000000e-01,4.56367000e+00
+6.10098560e-04,9.00000000e-01,4.56364000e+00
+6.10098560e-04,9.25000000e-01,4.84334000e+00
+6.10098560e-04,9.50000000e-01,4.88279000e+00
+6.10098560e-04,9.70000000e-01,4.91940000e+00
+6.10098560e-04,9.90000000e-01,4.95099000e+00
+6.10098560e-04,9.95000000e-01,4.97808000e+00
+6.10098560e-04,9.99000000e-01,5.02155000e+00
+6.10098560e-04,9.99500000e-01,5.04982000e+00
+6.10098560e-04,9.99900000e-01,5.06375000e+00
+6.10098560e-04,9.99950000e-01,5.06523000e+00
+6.10098560e-04,9.99990000e-01,5.05778000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z14.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z14.csv
new file mode 100644
index 0000000000000000000000000000000000000000..948523c6f8c1fbe90d502402a9bd17dfaa48ac7d
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z14.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=14
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,3.47248000e+00
+1.23651674e-04,9.50000000e-01,3.50729000e+00
+1.23651674e-04,9.70000000e-01,3.54079000e+00
+1.23651674e-04,9.90000000e-01,3.57196000e+00
+1.23651674e-04,9.95000000e-01,3.60104000e+00
+1.23651674e-04,9.99000000e-01,3.65411000e+00
+1.23651674e-04,9.99500000e-01,3.69983000e+00
+1.23651674e-04,9.99900000e-01,3.73838000e+00
+1.23651674e-04,9.99950000e-01,3.77048000e+00
+1.23651674e-04,9.99990000e-01,3.79772000e+00
+3.14557468e-04,5.70000000e+01,3.82227000e+00
+3.14557468e-04,1.00000000e-12,3.84482000e+00
+3.14557468e-04,2.50000000e-02,3.86589000e+00
+3.14557468e-04,5.00000000e-02,3.88625000e+00
+3.14557468e-04,7.50000000e-02,3.90768000e+00
+3.14557468e-04,1.00000000e-01,3.93141000e+00
+3.14557468e-04,1.50000000e-01,3.95648000e+00
+3.14557468e-04,2.00000000e-01,3.98017000e+00
+3.14557468e-04,2.50000000e-01,3.99998000e+00
+3.14557468e-04,3.00000000e-01,4.01694000e+00
+3.14557468e-04,3.50000000e-01,4.03200000e+00
+3.14557468e-04,4.00000000e-01,4.03845000e+00
+3.14557468e-04,4.50000000e-01,4.04418000e+00
+3.14557468e-04,5.00000000e-01,4.04820000e+00
+3.14557468e-04,5.50000000e-01,4.05252000e+00
+3.14557468e-04,6.00000000e-01,4.05356000e+00
+3.14557468e-04,6.50000000e-01,4.05431000e+00
+3.14557468e-04,7.00000000e-01,4.05439000e+00
+3.14557468e-04,7.50000000e-01,4.05446000e+00
+3.14557468e-04,8.00000000e-01,4.05447000e+00
+3.14557468e-04,8.50000000e-01,4.05449000e+00
+3.14557468e-04,9.00000000e-01,4.05450000e+00
+3.14557468e-04,9.25000000e-01,4.15286000e+00
+3.14557468e-04,9.50000000e-01,4.18779000e+00
+3.14557468e-04,9.70000000e-01,4.22086000e+00
+3.14557468e-04,9.90000000e-01,4.25065000e+00
+3.14557468e-04,9.95000000e-01,4.27751000e+00
+3.14557468e-04,9.99000000e-01,4.32428000e+00
+3.14557468e-04,9.99500000e-01,4.36110000e+00
+3.14557468e-04,9.99900000e-01,4.38838000e+00
+3.14557468e-04,9.99950000e-01,4.40722000e+00
+3.14557468e-04,9.99990000e-01,4.41983000e+00
+6.10098560e-04,5.70000000e+01,4.42910000e+00
+6.10098560e-04,1.00000000e-12,4.43588000e+00
+6.10098560e-04,2.50000000e-02,4.44074000e+00
+6.10098560e-04,5.00000000e-02,4.44430000e+00
+6.10098560e-04,7.50000000e-02,4.44809000e+00
+6.10098560e-04,1.00000000e-01,4.45327000e+00
+6.10098560e-04,1.50000000e-01,4.45922000e+00
+6.10098560e-04,2.00000000e-01,4.46420000e+00
+6.10098560e-04,2.50000000e-01,4.46679000e+00
+6.10098560e-04,3.00000000e-01,4.46831000e+00
+6.10098560e-04,3.50000000e-01,4.47035000e+00
+6.10098560e-04,4.00000000e-01,4.47143000e+00
+6.10098560e-04,4.50000000e-01,4.47202000e+00
+6.10098560e-04,5.00000000e-01,4.47146000e+00
+6.10098560e-04,5.50000000e-01,4.46866000e+00
+6.10098560e-04,6.00000000e-01,4.46789000e+00
+6.10098560e-04,6.50000000e-01,4.46730000e+00
+6.10098560e-04,7.00000000e-01,4.46721000e+00
+6.10098560e-04,7.50000000e-01,4.46712000e+00
+6.10098560e-04,8.00000000e-01,4.46713000e+00
+6.10098560e-04,8.50000000e-01,4.46712000e+00
+6.10098560e-04,9.00000000e-01,4.46711000e+00
+6.10098560e-04,9.25000000e-01,4.66346000e+00
+6.10098560e-04,9.50000000e-01,4.70093000e+00
+6.10098560e-04,9.70000000e-01,4.73579000e+00
+6.10098560e-04,9.90000000e-01,4.76607000e+00
+6.10098560e-04,9.95000000e-01,4.79226000e+00
+6.10098560e-04,9.99000000e-01,4.83490000e+00
+6.10098560e-04,9.99500000e-01,4.86380000e+00
+6.10098560e-04,9.99900000e-01,4.87972000e+00
+6.10098560e-04,9.99950000e-01,4.88443000e+00
+6.10098560e-04,9.99990000e-01,4.88121000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z15.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z15.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76bdc346bc060b082d1f2d31908de0ddaa016bf7
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z15.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=15
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,3.31702000e+00
+1.23651674e-04,9.50000000e-01,3.35057000e+00
+1.23651674e-04,9.70000000e-01,3.38293000e+00
+1.23651674e-04,9.90000000e-01,3.41319000e+00
+1.23651674e-04,9.95000000e-01,3.44157000e+00
+1.23651674e-04,9.99000000e-01,3.49374000e+00
+1.23651674e-04,9.99500000e-01,3.53933000e+00
+1.23651674e-04,9.99900000e-01,3.57849000e+00
+1.23651674e-04,9.99950000e-01,3.61192000e+00
+1.23651674e-04,9.99990000e-01,3.64107000e+00
+3.14557468e-04,5.70000000e+01,3.66798000e+00
+3.14557468e-04,1.00000000e-12,3.69331000e+00
+3.14557468e-04,2.50000000e-02,3.71755000e+00
+3.14557468e-04,5.00000000e-02,3.74144000e+00
+3.14557468e-04,7.50000000e-02,3.76666000e+00
+3.14557468e-04,1.00000000e-01,3.79438000e+00
+3.14557468e-04,1.50000000e-01,3.82371000e+00
+3.14557468e-04,2.00000000e-01,3.85205000e+00
+3.14557468e-04,2.50000000e-01,3.87688000e+00
+3.14557468e-04,3.00000000e-01,3.89862000e+00
+3.14557468e-04,3.50000000e-01,3.91746000e+00
+3.14557468e-04,4.00000000e-01,3.92541000e+00
+3.14557468e-04,4.50000000e-01,3.93280000e+00
+3.14557468e-04,5.00000000e-01,3.93844000e+00
+3.14557468e-04,5.50000000e-01,3.94463000e+00
+3.14557468e-04,6.00000000e-01,3.94618000e+00
+3.14557468e-04,6.50000000e-01,3.94734000e+00
+3.14557468e-04,7.00000000e-01,3.94748000e+00
+3.14557468e-04,7.50000000e-01,3.94761000e+00
+3.14557468e-04,8.00000000e-01,3.94762000e+00
+3.14557468e-04,8.50000000e-01,3.94764000e+00
+3.14557468e-04,9.00000000e-01,3.94766000e+00
+3.14557468e-04,9.25000000e-01,3.98728000e+00
+3.14557468e-04,9.50000000e-01,4.02081000e+00
+3.14557468e-04,9.70000000e-01,4.05260000e+00
+3.14557468e-04,9.90000000e-01,4.08135000e+00
+3.14557468e-04,9.95000000e-01,4.10738000e+00
+3.14557468e-04,9.99000000e-01,4.15304000e+00
+3.14557468e-04,9.99500000e-01,4.18960000e+00
+3.14557468e-04,9.99900000e-01,4.21752000e+00
+3.14557468e-04,9.99950000e-01,4.23797000e+00
+3.14557468e-04,9.99990000e-01,4.25320000e+00
+6.10098560e-04,5.70000000e+01,4.26613000e+00
+6.10098560e-04,1.00000000e-12,4.27756000e+00
+6.10098560e-04,2.50000000e-02,4.28790000e+00
+6.10098560e-04,5.00000000e-02,4.29749000e+00
+6.10098560e-04,7.50000000e-02,4.30729000e+00
+6.10098560e-04,1.00000000e-01,4.31806000e+00
+6.10098560e-04,1.50000000e-01,4.32944000e+00
+6.10098560e-04,2.00000000e-01,4.34044000e+00
+6.10098560e-04,2.50000000e-01,4.35013000e+00
+6.10098560e-04,3.00000000e-01,4.35899000e+00
+6.10098560e-04,3.50000000e-01,4.36745000e+00
+6.10098560e-04,4.00000000e-01,4.37132000e+00
+6.10098560e-04,4.50000000e-01,4.37473000e+00
+6.10098560e-04,5.00000000e-01,4.37638000e+00
+6.10098560e-04,5.50000000e-01,4.37524000e+00
+6.10098560e-04,6.00000000e-01,4.37487000e+00
+6.10098560e-04,6.50000000e-01,4.37464000e+00
+6.10098560e-04,7.00000000e-01,4.37459000e+00
+6.10098560e-04,7.50000000e-01,4.37454000e+00
+6.10098560e-04,8.00000000e-01,4.37457000e+00
+6.10098560e-04,8.50000000e-01,4.37455000e+00
+6.10098560e-04,9.00000000e-01,4.37454000e+00
+6.10098560e-04,9.25000000e-01,4.49463000e+00
+6.10098560e-04,9.50000000e-01,4.53086000e+00
+6.10098560e-04,9.70000000e-01,4.56465000e+00
+6.10098560e-04,9.90000000e-01,4.59414000e+00
+6.10098560e-04,9.95000000e-01,4.61979000e+00
+6.10098560e-04,9.99000000e-01,4.66198000e+00
+6.10098560e-04,9.99500000e-01,4.69139000e+00
+6.10098560e-04,9.99900000e-01,4.70879000e+00
+6.10098560e-04,9.99950000e-01,4.71601000e+00
+6.10098560e-04,9.99990000e-01,4.71628000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z16.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z16.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38c05aea6d5747822ea6fa6c05a80523f0cb00f5
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z16.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=16
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,3.17376000e+00
+1.23651674e-04,9.50000000e-01,3.20623000e+00
+1.23651674e-04,9.70000000e-01,3.23763000e+00
+1.23651674e-04,9.90000000e-01,3.26712000e+00
+1.23651674e-04,9.95000000e-01,3.29490000e+00
+1.23651674e-04,9.99000000e-01,3.34633000e+00
+1.23651674e-04,9.99500000e-01,3.39181000e+00
+1.23651674e-04,9.99900000e-01,3.43152000e+00
+1.23651674e-04,9.99950000e-01,3.46609000e+00
+1.23651674e-04,9.99990000e-01,3.49689000e+00
+3.14557468e-04,5.70000000e+01,3.52580000e+00
+3.14557468e-04,1.00000000e-12,3.55348000e+00
+3.14557468e-04,2.50000000e-02,3.58039000e+00
+3.14557468e-04,5.00000000e-02,3.60726000e+00
+3.14557468e-04,7.50000000e-02,3.63565000e+00
+3.14557468e-04,1.00000000e-01,3.66671000e+00
+3.14557468e-04,1.50000000e-01,3.69955000e+00
+3.14557468e-04,2.00000000e-01,3.73169000e+00
+3.14557468e-04,2.50000000e-01,3.76056000e+00
+3.14557468e-04,3.00000000e-01,3.78615000e+00
+3.14557468e-04,3.50000000e-01,3.80814000e+00
+3.14557468e-04,4.00000000e-01,3.81745000e+00
+3.14557468e-04,4.50000000e-01,3.82650000e+00
+3.14557468e-04,5.00000000e-01,3.83388000e+00
+3.14557468e-04,5.50000000e-01,3.84223000e+00
+3.14557468e-04,6.00000000e-01,3.84439000e+00
+3.14557468e-04,6.50000000e-01,3.84606000e+00
+3.14557468e-04,7.00000000e-01,3.84626000e+00
+3.14557468e-04,7.50000000e-01,3.84643000e+00
+3.14557468e-04,8.00000000e-01,3.84646000e+00
+3.14557468e-04,8.50000000e-01,3.84648000e+00
+3.14557468e-04,9.00000000e-01,3.84650000e+00
+3.14557468e-04,9.25000000e-01,3.84608000e+00
+3.14557468e-04,9.50000000e-01,3.87181000e+00
+3.14557468e-04,9.70000000e-01,3.89675000e+00
+3.14557468e-04,9.90000000e-01,3.92033000e+00
+3.14557468e-04,9.95000000e-01,3.94281000e+00
+3.14557468e-04,9.99000000e-01,3.98555000e+00
+3.14557468e-04,9.99500000e-01,4.02459000e+00
+3.14557468e-04,9.99900000e-01,4.05950000e+00
+3.14557468e-04,9.99950000e-01,4.08990000e+00
+3.14557468e-04,9.99990000e-01,4.11548000e+00
+6.10098560e-04,5.70000000e+01,4.13600000e+00
+6.10098560e-04,1.00000000e-12,4.15156000e+00
+6.10098560e-04,2.50000000e-02,4.16281000e+00
+6.10098560e-04,5.00000000e-02,4.17090000e+00
+6.10098560e-04,7.50000000e-02,4.17848000e+00
+6.10098560e-04,1.00000000e-01,4.18797000e+00
+6.10098560e-04,1.50000000e-01,4.19989000e+00
+6.10098560e-04,2.00000000e-01,4.21461000e+00
+6.10098560e-04,2.50000000e-01,4.23229000e+00
+6.10098560e-04,3.00000000e-01,4.25206000e+00
+6.10098560e-04,3.50000000e-01,4.27178000e+00
+6.10098560e-04,4.00000000e-01,4.27985000e+00
+6.10098560e-04,4.50000000e-01,4.28367000e+00
+6.10098560e-04,5.00000000e-01,4.28270000e+00
+6.10098560e-04,5.50000000e-01,4.28417000e+00
+6.10098560e-04,6.00000000e-01,4.28597000e+00
+6.10098560e-04,6.50000000e-01,4.28551000e+00
+6.10098560e-04,7.00000000e-01,4.28527000e+00
+6.10098560e-04,7.50000000e-01,4.28533000e+00
+6.10098560e-04,8.00000000e-01,4.28528000e+00
+6.10098560e-04,8.50000000e-01,4.28553000e+00
+6.10098560e-04,9.00000000e-01,4.28536000e+00
+6.10098560e-04,9.25000000e-01,4.34009000e+00
+6.10098560e-04,9.50000000e-01,4.37469000e+00
+6.10098560e-04,9.70000000e-01,4.40716000e+00
+6.10098560e-04,9.90000000e-01,4.43590000e+00
+6.10098560e-04,9.95000000e-01,4.46131000e+00
+6.10098560e-04,9.99000000e-01,4.50427000e+00
+6.10098560e-04,9.99500000e-01,4.53606000e+00
+6.10098560e-04,9.99900000e-01,4.55715000e+00
+6.10098560e-04,9.99950000e-01,4.56883000e+00
+6.10098560e-04,9.99990000e-01,4.57357000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z17.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z17.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a2ec84b38bf6369bac30e1ef10eb21704852525
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z17.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=17
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,3.03813000e+00
+1.23651674e-04,9.50000000e-01,3.07076000e+00
+1.23651674e-04,9.70000000e-01,3.10233000e+00
+1.23651674e-04,9.90000000e-01,3.13204000e+00
+1.23651674e-04,9.95000000e-01,3.16008000e+00
+1.23651674e-04,9.99000000e-01,3.21210000e+00
+1.23651674e-04,9.99500000e-01,3.25826000e+00
+1.23651674e-04,9.99900000e-01,3.29877000e+00
+1.23651674e-04,9.99950000e-01,3.33428000e+00
+1.23651674e-04,9.99990000e-01,3.36623000e+00
+3.14557468e-04,5.70000000e+01,3.39659000e+00
+3.14557468e-04,1.00000000e-12,3.42600000e+00
+3.14557468e-04,2.50000000e-02,3.45492000e+00
+3.14557468e-04,5.00000000e-02,3.48403000e+00
+3.14557468e-04,7.50000000e-02,3.51482000e+00
+3.14557468e-04,1.00000000e-01,3.54836000e+00
+3.14557468e-04,1.50000000e-01,3.58390000e+00
+3.14557468e-04,2.00000000e-01,3.61916000e+00
+3.14557468e-04,2.50000000e-01,3.65165000e+00
+3.14557468e-04,3.00000000e-01,3.68069000e+00
+3.14557468e-04,3.50000000e-01,3.70512000e+00
+3.14557468e-04,4.00000000e-01,3.71533000e+00
+3.14557468e-04,4.50000000e-01,3.72564000e+00
+3.14557468e-04,5.00000000e-01,3.73457000e+00
+3.14557468e-04,5.50000000e-01,3.74507000e+00
+3.14557468e-04,6.00000000e-01,3.74786000e+00
+3.14557468e-04,6.50000000e-01,3.75006000e+00
+3.14557468e-04,7.00000000e-01,3.75032000e+00
+3.14557468e-04,7.50000000e-01,3.75056000e+00
+3.14557468e-04,8.00000000e-01,3.75059000e+00
+3.14557468e-04,8.50000000e-01,3.75062000e+00
+3.14557468e-04,9.00000000e-01,3.75063000e+00
+3.14557468e-04,9.25000000e-01,3.70187000e+00
+3.14557468e-04,9.50000000e-01,3.72725000e+00
+3.14557468e-04,9.70000000e-01,3.75191000e+00
+3.14557468e-04,9.90000000e-01,3.77534000e+00
+3.14557468e-04,9.95000000e-01,3.79779000e+00
+3.14557468e-04,9.99000000e-01,3.84074000e+00
+3.14557468e-04,9.99500000e-01,3.88041000e+00
+3.14557468e-04,9.99900000e-01,3.91642000e+00
+3.14557468e-04,9.99950000e-01,3.94841000e+00
+3.14557468e-04,9.99990000e-01,3.97609000e+00
+6.10098560e-04,5.70000000e+01,3.99926000e+00
+6.10098560e-04,1.00000000e-12,4.01801000e+00
+6.10098560e-04,2.50000000e-02,4.03293000e+00
+6.10098560e-04,5.00000000e-02,4.04509000e+00
+6.10098560e-04,7.50000000e-02,4.05699000e+00
+6.10098560e-04,1.00000000e-01,4.07087000e+00
+6.10098560e-04,1.50000000e-01,4.08725000e+00
+6.10098560e-04,2.00000000e-01,4.10651000e+00
+6.10098560e-04,2.50000000e-01,4.12879000e+00
+6.10098560e-04,3.00000000e-01,4.15325000e+00
+6.10098560e-04,3.50000000e-01,4.17771000e+00
+6.10098560e-04,4.00000000e-01,4.18810000e+00
+6.10098560e-04,4.50000000e-01,4.19416000e+00
+6.10098560e-04,5.00000000e-01,4.19486000e+00
+6.10098560e-04,5.50000000e-01,4.19808000e+00
+6.10098560e-04,6.00000000e-01,4.20031000e+00
+6.10098560e-04,6.50000000e-01,4.20024000e+00
+6.10098560e-04,7.00000000e-01,4.20005000e+00
+6.10098560e-04,7.50000000e-01,4.20015000e+00
+6.10098560e-04,8.00000000e-01,4.20011000e+00
+6.10098560e-04,8.50000000e-01,4.20035000e+00
+6.10098560e-04,9.00000000e-01,4.20018000e+00
+6.10098560e-04,9.25000000e-01,4.20987000e+00
+6.10098560e-04,9.50000000e-01,4.23470000e+00
+6.10098560e-04,9.70000000e-01,4.25852000e+00
+6.10098560e-04,9.90000000e-01,4.28057000e+00
+6.10098560e-04,9.95000000e-01,4.30122000e+00
+6.10098560e-04,9.99000000e-01,4.33963000e+00
+6.10098560e-04,9.99500000e-01,4.37330000e+00
+6.10098560e-04,9.99900000e-01,4.40178000e+00
+6.10098560e-04,9.99950000e-01,4.42467000e+00
+6.10098560e-04,9.99990000e-01,4.44162000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z18.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z18.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d11a6ab027ee58f0cc6d98f334b48d567a830727
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z18.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=18
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.91598000e+00
+1.23651674e-04,9.50000000e-01,2.94803000e+00
+1.23651674e-04,9.70000000e-01,2.97910000e+00
+1.23651674e-04,9.90000000e-01,3.00846000e+00
+1.23651674e-04,9.95000000e-01,3.03627000e+00
+1.23651674e-04,9.99000000e-01,3.08817000e+00
+1.23651674e-04,9.99500000e-01,3.13469000e+00
+1.23651674e-04,9.99900000e-01,3.17596000e+00
+1.23651674e-04,9.99950000e-01,3.21261000e+00
+1.23651674e-04,9.99990000e-01,3.24593000e+00
+3.14557468e-04,5.70000000e+01,3.27776000e+00
+3.14557468e-04,1.00000000e-12,3.30873000e+00
+3.14557468e-04,2.50000000e-02,3.33925000e+00
+3.14557468e-04,5.00000000e-02,3.37003000e+00
+3.14557468e-04,7.50000000e-02,3.40254000e+00
+3.14557468e-04,1.00000000e-01,3.43789000e+00
+3.14557468e-04,1.50000000e-01,3.47539000e+00
+3.14557468e-04,2.00000000e-01,3.51293000e+00
+3.14557468e-04,2.50000000e-01,3.54809000e+00
+3.14557468e-04,3.00000000e-01,3.57985000e+00
+3.14557468e-04,3.50000000e-01,3.60671000e+00
+3.14557468e-04,4.00000000e-01,3.61808000e+00
+3.14557468e-04,4.50000000e-01,3.62985000e+00
+3.14557468e-04,5.00000000e-01,3.64028000e+00
+3.14557468e-04,5.50000000e-01,3.65243000e+00
+3.14557468e-04,6.00000000e-01,3.65566000e+00
+3.14557468e-04,6.50000000e-01,3.65824000e+00
+3.14557468e-04,7.00000000e-01,3.65856000e+00
+3.14557468e-04,7.50000000e-01,3.65884000e+00
+3.14557468e-04,8.00000000e-01,3.65887000e+00
+3.14557468e-04,8.50000000e-01,3.65890000e+00
+3.14557468e-04,9.00000000e-01,3.65890000e+00
+3.14557468e-04,9.25000000e-01,3.56650000e+00
+3.14557468e-04,9.50000000e-01,3.59175000e+00
+3.14557468e-04,9.70000000e-01,3.61635000e+00
+3.14557468e-04,9.90000000e-01,3.63983000e+00
+3.14557468e-04,9.95000000e-01,3.66243000e+00
+3.14557468e-04,9.99000000e-01,3.70589000e+00
+3.14557468e-04,9.99500000e-01,3.74643000e+00
+3.14557468e-04,9.99900000e-01,3.78368000e+00
+3.14557468e-04,9.99950000e-01,3.81731000e+00
+3.14557468e-04,9.99990000e-01,3.84703000e+00
+6.10098560e-04,5.70000000e+01,3.87266000e+00
+6.10098560e-04,1.00000000e-12,3.89428000e+00
+6.10098560e-04,2.50000000e-02,3.91243000e+00
+6.10098560e-04,5.00000000e-02,3.92812000e+00
+6.10098560e-04,7.50000000e-02,3.94365000e+00
+6.10098560e-04,1.00000000e-01,3.96117000e+00
+6.10098560e-04,1.50000000e-01,3.98117000e+00
+6.10098560e-04,2.00000000e-01,4.00401000e+00
+6.10098560e-04,2.50000000e-01,4.02991000e+00
+6.10098560e-04,3.00000000e-01,4.05822000e+00
+6.10098560e-04,3.50000000e-01,4.08700000e+00
+6.10098560e-04,4.00000000e-01,4.09975000e+00
+6.10098560e-04,4.50000000e-01,4.10823000e+00
+6.10098560e-04,5.00000000e-01,4.11086000e+00
+6.10098560e-04,5.50000000e-01,4.11568000e+00
+6.10098560e-04,6.00000000e-01,4.11810000e+00
+6.10098560e-04,6.50000000e-01,4.11839000e+00
+6.10098560e-04,7.00000000e-01,4.11826000e+00
+6.10098560e-04,7.50000000e-01,4.11838000e+00
+6.10098560e-04,8.00000000e-01,4.11835000e+00
+6.10098560e-04,8.50000000e-01,4.11857000e+00
+6.10098560e-04,9.00000000e-01,4.11842000e+00
+6.10098560e-04,9.25000000e-01,4.07012000e+00
+6.10098560e-04,9.50000000e-01,4.09490000e+00
+6.10098560e-04,9.70000000e-01,4.11874000e+00
+6.10098560e-04,9.90000000e-01,4.14095000e+00
+6.10098560e-04,9.95000000e-01,4.16187000e+00
+6.10098560e-04,9.99000000e-01,4.20109000e+00
+6.10098560e-04,9.99500000e-01,4.23598000e+00
+6.10098560e-04,9.99900000e-01,4.26614000e+00
+6.10098560e-04,9.99950000e-01,4.29115000e+00
+6.10098560e-04,9.99990000e-01,4.31071000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z19.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z19.csv
new file mode 100644
index 0000000000000000000000000000000000000000..475993733e5bd22d0fd346e4b4e4e75b0ef19234
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z19.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=19
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.80243000e+00
+1.23651674e-04,9.50000000e-01,2.83397000e+00
+1.23651674e-04,9.70000000e-01,2.86462000e+00
+1.23651674e-04,9.90000000e-01,2.89369000e+00
+1.23651674e-04,9.95000000e-01,2.92134000e+00
+1.23651674e-04,9.99000000e-01,2.97325000e+00
+1.23651674e-04,9.99500000e-01,3.02017000e+00
+1.23651674e-04,9.99900000e-01,3.06224000e+00
+1.23651674e-04,9.99950000e-01,3.10001000e+00
+1.23651674e-04,9.99990000e-01,3.13465000e+00
+3.14557468e-04,5.70000000e+01,3.16785000e+00
+3.14557468e-04,1.00000000e-12,3.20018000e+00
+3.14557468e-04,2.50000000e-02,3.23207000e+00
+3.14557468e-04,5.00000000e-02,3.26420000e+00
+3.14557468e-04,7.50000000e-02,3.29810000e+00
+3.14557468e-04,1.00000000e-01,3.33488000e+00
+3.14557468e-04,1.50000000e-01,3.37393000e+00
+3.14557468e-04,2.00000000e-01,3.41325000e+00
+3.14557468e-04,2.50000000e-01,3.45050000e+00
+3.14557468e-04,3.00000000e-01,3.48444000e+00
+3.14557468e-04,3.50000000e-01,3.51326000e+00
+3.14557468e-04,4.00000000e-01,3.52555000e+00
+3.14557468e-04,4.50000000e-01,3.53837000e+00
+3.14557468e-04,5.00000000e-01,3.54990000e+00
+3.14557468e-04,5.50000000e-01,3.56366000e+00
+3.14557468e-04,6.00000000e-01,3.56738000e+00
+3.14557468e-04,6.50000000e-01,3.57033000e+00
+3.14557468e-04,7.00000000e-01,3.57069000e+00
+3.14557468e-04,7.50000000e-01,3.57102000e+00
+3.14557468e-04,8.00000000e-01,3.57105000e+00
+3.14557468e-04,8.50000000e-01,3.57109000e+00
+3.14557468e-04,9.00000000e-01,3.57109000e+00
+3.14557468e-04,9.25000000e-01,3.44284000e+00
+3.14557468e-04,9.50000000e-01,3.46786000e+00
+3.14557468e-04,9.70000000e-01,3.49229000e+00
+3.14557468e-04,9.90000000e-01,3.51571000e+00
+3.14557468e-04,9.95000000e-01,3.53834000e+00
+3.14557468e-04,9.99000000e-01,3.58208000e+00
+3.14557468e-04,9.99500000e-01,3.62320000e+00
+3.14557468e-04,9.99900000e-01,3.66138000e+00
+3.14557468e-04,9.99950000e-01,3.69630000e+00
+3.14557468e-04,9.99990000e-01,3.72769000e+00
+6.10098560e-04,5.70000000e+01,3.75539000e+00
+6.10098560e-04,1.00000000e-12,3.77946000e+00
+6.10098560e-04,2.50000000e-02,3.80040000e+00
+6.10098560e-04,5.00000000e-02,3.81914000e+00
+6.10098560e-04,7.50000000e-02,3.83785000e+00
+6.10098560e-04,1.00000000e-01,3.85855000e+00
+6.10098560e-04,1.50000000e-01,3.88171000e+00
+6.10098560e-04,2.00000000e-01,3.90769000e+00
+6.10098560e-04,2.50000000e-01,3.93672000e+00
+6.10098560e-04,3.00000000e-01,3.96832000e+00
+6.10098560e-04,3.50000000e-01,4.00066000e+00
+6.10098560e-04,4.00000000e-01,4.01522000e+00
+6.10098560e-04,4.50000000e-01,4.02542000e+00
+6.10098560e-04,5.00000000e-01,4.02934000e+00
+6.10098560e-04,5.50000000e-01,4.03587000e+00
+6.10098560e-04,6.00000000e-01,4.03887000e+00
+6.10098560e-04,6.50000000e-01,4.03956000e+00
+6.10098560e-04,7.00000000e-01,4.03947000e+00
+6.10098560e-04,7.50000000e-01,4.03964000e+00
+6.10098560e-04,8.00000000e-01,4.03961000e+00
+6.10098560e-04,8.50000000e-01,4.03982000e+00
+6.10098560e-04,9.00000000e-01,4.03970000e+00
+6.10098560e-04,9.25000000e-01,3.94173000e+00
+6.10098560e-04,9.50000000e-01,3.96632000e+00
+6.10098560e-04,9.70000000e-01,3.99004000e+00
+6.10098560e-04,9.90000000e-01,4.01227000e+00
+6.10098560e-04,9.95000000e-01,4.03333000e+00
+6.10098560e-04,9.99000000e-01,4.07308000e+00
+6.10098560e-04,9.99500000e-01,4.10889000e+00
+6.10098560e-04,9.99900000e-01,4.14038000e+00
+6.10098560e-04,9.99950000e-01,4.16717000e+00
+6.10098560e-04,9.99990000e-01,4.18896000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z2.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z2.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0ef23b2464a5c4e30d15c5f1a584e9ed9d9a69e
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z2.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=2
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.16705000e+00
+1.23651674e-04,9.50000000e-01,7.19181000e+00
+1.23651674e-04,9.70000000e-01,7.20584000e+00
+1.23651674e-04,9.90000000e-01,7.20114000e+00
+1.23651674e-04,9.95000000e-01,7.18068000e+00
+1.23651674e-04,9.99000000e-01,7.10813000e+00
+1.23651674e-04,9.99500000e-01,7.00066000e+00
+1.23651674e-04,9.99900000e-01,6.87162000e+00
+1.23651674e-04,9.99950000e-01,6.72642000e+00
+1.23651674e-04,9.99990000e-01,6.57031000e+00
+3.14557468e-04,5.70000000e+01,6.40930000e+00
+3.14557468e-04,1.00000000e-12,6.24474000e+00
+3.14557468e-04,2.50000000e-02,6.07697000e+00
+3.14557468e-04,5.00000000e-02,5.90752000e+00
+3.14557468e-04,7.50000000e-02,5.73968000e+00
+3.14557468e-04,1.00000000e-01,5.57726000e+00
+3.14557468e-04,1.50000000e-01,5.42249000e+00
+3.14557468e-04,2.00000000e-01,5.27875000e+00
+3.14557468e-04,2.50000000e-01,5.14963000e+00
+3.14557468e-04,3.00000000e-01,5.03663000e+00
+3.14557468e-04,3.50000000e-01,4.93873000e+00
+3.14557468e-04,4.00000000e-01,4.89471000e+00
+3.14557468e-04,4.50000000e-01,4.85757000e+00
+3.14557468e-04,5.00000000e-01,4.83659000e+00
+3.14557468e-04,5.50000000e-01,4.82450000e+00
+3.14557468e-04,6.00000000e-01,4.82307000e+00
+3.14557468e-04,6.50000000e-01,4.82211000e+00
+3.14557468e-04,7.00000000e-01,4.82195000e+00
+3.14557468e-04,7.50000000e-01,4.82183000e+00
+3.14557468e-04,8.00000000e-01,4.82182000e+00
+3.14557468e-04,8.50000000e-01,4.82180000e+00
+3.14557468e-04,9.00000000e-01,4.82131000e+00
+3.14557468e-04,9.25000000e-01,7.78795000e+00
+3.14557468e-04,9.50000000e-01,7.80338000e+00
+3.14557468e-04,9.70000000e-01,7.80440000e+00
+3.14557468e-04,9.90000000e-01,7.78037000e+00
+3.14557468e-04,9.95000000e-01,7.73566000e+00
+3.14557468e-04,9.99000000e-01,7.60649000e+00
+3.14557468e-04,9.99500000e-01,7.43471000e+00
+3.14557468e-04,9.99900000e-01,7.23902000e+00
+3.14557468e-04,9.99950000e-01,7.02701000e+00
+3.14557468e-04,9.99990000e-01,6.80571000e+00
+6.10098560e-04,5.70000000e+01,6.58294000e+00
+6.10098560e-04,1.00000000e-12,6.36005000e+00
+6.10098560e-04,2.50000000e-02,6.13711000e+00
+6.10098560e-04,5.00000000e-02,5.91567000e+00
+6.10098560e-04,7.50000000e-02,5.69839000e+00
+6.10098560e-04,1.00000000e-01,5.48849000e+00
+6.10098560e-04,1.50000000e-01,5.28671000e+00
+6.10098560e-04,2.00000000e-01,5.09363000e+00
+6.10098560e-04,2.50000000e-01,4.90999000e+00
+6.10098560e-04,3.00000000e-01,4.73628000e+00
+6.10098560e-04,3.50000000e-01,4.57908000e+00
+6.10098560e-04,4.00000000e-01,4.51263000e+00
+6.10098560e-04,4.50000000e-01,4.45771000e+00
+6.10098560e-04,5.00000000e-01,4.42584000e+00
+6.10098560e-04,5.50000000e-01,4.39987000e+00
+6.10098560e-04,6.00000000e-01,4.39234000e+00
+6.10098560e-04,6.50000000e-01,4.38845000e+00
+6.10098560e-04,7.00000000e-01,4.38845000e+00
+6.10098560e-04,7.50000000e-01,4.38832000e+00
+6.10098560e-04,8.00000000e-01,4.38817000e+00
+6.10098560e-04,8.50000000e-01,4.38831000e+00
+6.10098560e-04,9.00000000e-01,4.39221000e+00
+6.10098560e-04,9.25000000e-01,8.23235000e+00
+6.10098560e-04,9.50000000e-01,8.23944000e+00
+6.10098560e-04,9.70000000e-01,8.22866000e+00
+6.10098560e-04,9.90000000e-01,8.18688000e+00
+6.10098560e-04,9.95000000e-01,8.11995000e+00
+6.10098560e-04,9.99000000e-01,7.93999000e+00
+6.10098560e-04,9.99500000e-01,7.71295000e+00
+6.10098560e-04,9.99900000e-01,7.46332000e+00
+6.10098560e-04,9.99950000e-01,7.20030000e+00
+6.10098560e-04,9.99990000e-01,6.93184000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z20.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z20.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a172b4562af4b9259578dcd331b227f03594e0e2
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z20.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=20
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.69700000e+00
+1.23651674e-04,9.50000000e-01,2.72804000e+00
+1.23651674e-04,9.70000000e-01,2.75826000e+00
+1.23651674e-04,9.90000000e-01,2.78703000e+00
+1.23651674e-04,9.95000000e-01,2.81450000e+00
+1.23651674e-04,9.99000000e-01,2.86628000e+00
+1.23651674e-04,9.99500000e-01,2.91350000e+00
+1.23651674e-04,9.99900000e-01,2.95620000e+00
+1.23651674e-04,9.99950000e-01,2.99491000e+00
+1.23651674e-04,9.99990000e-01,3.03068000e+00
+3.14557468e-04,5.70000000e+01,3.06508000e+00
+3.14557468e-04,1.00000000e-12,3.09866000e+00
+3.14557468e-04,2.50000000e-02,3.13179000e+00
+3.14557468e-04,5.00000000e-02,3.16515000e+00
+3.14557468e-04,7.50000000e-02,3.20018000e+00
+3.14557468e-04,1.00000000e-01,3.23800000e+00
+3.14557468e-04,1.50000000e-01,3.27813000e+00
+3.14557468e-04,2.00000000e-01,3.31887000e+00
+3.14557468e-04,2.50000000e-01,3.35807000e+00
+3.14557468e-04,3.00000000e-01,3.39410000e+00
+3.14557468e-04,3.50000000e-01,3.42462000e+00
+3.14557468e-04,4.00000000e-01,3.43767000e+00
+3.14557468e-04,4.50000000e-01,3.45148000e+00
+3.14557468e-04,5.00000000e-01,3.46414000e+00
+3.14557468e-04,5.50000000e-01,3.47948000e+00
+3.14557468e-04,6.00000000e-01,3.48364000e+00
+3.14557468e-04,6.50000000e-01,3.48697000e+00
+3.14557468e-04,7.00000000e-01,3.48738000e+00
+3.14557468e-04,7.50000000e-01,3.48773000e+00
+3.14557468e-04,8.00000000e-01,3.48777000e+00
+3.14557468e-04,8.50000000e-01,3.48782000e+00
+3.14557468e-04,9.00000000e-01,3.48783000e+00
+3.14557468e-04,9.25000000e-01,3.32632000e+00
+3.14557468e-04,9.50000000e-01,3.35129000e+00
+3.14557468e-04,9.70000000e-01,3.37572000e+00
+3.14557468e-04,9.90000000e-01,3.39922000e+00
+3.14557468e-04,9.95000000e-01,3.42201000e+00
+3.14557468e-04,9.99000000e-01,3.46622000e+00
+3.14557468e-04,9.99500000e-01,3.50807000e+00
+3.14557468e-04,9.99900000e-01,3.54724000e+00
+3.14557468e-04,9.99950000e-01,3.58342000e+00
+3.14557468e-04,9.99990000e-01,3.61636000e+00
+6.10098560e-04,5.70000000e+01,3.64591000e+00
+6.10098560e-04,1.00000000e-12,3.67209000e+00
+6.10098560e-04,2.50000000e-02,3.69541000e+00
+6.10098560e-04,5.00000000e-02,3.71673000e+00
+6.10098560e-04,7.50000000e-02,3.73811000e+00
+6.10098560e-04,1.00000000e-01,3.76147000e+00
+6.10098560e-04,1.50000000e-01,3.78728000e+00
+6.10098560e-04,2.00000000e-01,3.81590000e+00
+6.10098560e-04,2.50000000e-01,3.84760000e+00
+6.10098560e-04,3.00000000e-01,3.88209000e+00
+6.10098560e-04,3.50000000e-01,3.91777000e+00
+6.10098560e-04,4.00000000e-01,3.93417000e+00
+6.10098560e-04,4.50000000e-01,3.94625000e+00
+6.10098560e-04,5.00000000e-01,3.95159000e+00
+6.10098560e-04,5.50000000e-01,3.95920000e+00
+6.10098560e-04,6.00000000e-01,3.96228000e+00
+6.10098560e-04,6.50000000e-01,3.96320000e+00
+6.10098560e-04,7.00000000e-01,3.96314000e+00
+6.10098560e-04,7.50000000e-01,3.96332000e+00
+6.10098560e-04,8.00000000e-01,3.96331000e+00
+6.10098560e-04,8.50000000e-01,3.96351000e+00
+6.10098560e-04,9.00000000e-01,3.96337000e+00
+6.10098560e-04,9.25000000e-01,3.81988000e+00
+6.10098560e-04,9.50000000e-01,3.84451000e+00
+6.10098560e-04,9.70000000e-01,3.86834000e+00
+6.10098560e-04,9.90000000e-01,3.89080000e+00
+6.10098560e-04,9.95000000e-01,3.91217000e+00
+6.10098560e-04,9.99000000e-01,3.95273000e+00
+6.10098560e-04,9.99500000e-01,3.98967000e+00
+6.10098560e-04,9.99900000e-01,4.02260000e+00
+6.10098560e-04,9.99950000e-01,4.05117000e+00
+6.10098560e-04,9.99990000e-01,4.07508000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z21.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z21.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6529d41fc7195f3903d99b27433cd1599a53fe05
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z21.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=21
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.59622000e+00
+1.23651674e-04,9.50000000e-01,2.62680000e+00
+1.23651674e-04,9.70000000e-01,2.65665000e+00
+1.23651674e-04,9.90000000e-01,2.68521000e+00
+1.23651674e-04,9.95000000e-01,2.71261000e+00
+1.23651674e-04,9.99000000e-01,2.76460000e+00
+1.23651674e-04,9.99500000e-01,2.81248000e+00
+1.23651674e-04,9.99900000e-01,2.85626000e+00
+1.23651674e-04,9.99950000e-01,2.89633000e+00
+1.23651674e-04,9.99990000e-01,2.93360000e+00
+3.14557468e-04,5.70000000e+01,2.96937000e+00
+3.14557468e-04,1.00000000e-12,3.00416000e+00
+3.14557468e-04,2.50000000e-02,3.03830000e+00
+3.14557468e-04,5.00000000e-02,3.07250000e+00
+3.14557468e-04,7.50000000e-02,3.10828000e+00
+3.14557468e-04,1.00000000e-01,3.14684000e+00
+3.14557468e-04,1.50000000e-01,3.18776000e+00
+3.14557468e-04,2.00000000e-01,3.22950000e+00
+3.14557468e-04,2.50000000e-01,3.26999000e+00
+3.14557468e-04,3.00000000e-01,3.30733000e+00
+3.14557468e-04,3.50000000e-01,3.33892000e+00
+3.14557468e-04,4.00000000e-01,3.35254000e+00
+3.14557468e-04,4.50000000e-01,3.36734000e+00
+3.14557468e-04,5.00000000e-01,3.38131000e+00
+3.14557468e-04,5.50000000e-01,3.39839000e+00
+3.14557468e-04,6.00000000e-01,3.40308000e+00
+3.14557468e-04,6.50000000e-01,3.40685000e+00
+3.14557468e-04,7.00000000e-01,3.40732000e+00
+3.14557468e-04,7.50000000e-01,3.40772000e+00
+3.14557468e-04,8.00000000e-01,3.40776000e+00
+3.14557468e-04,8.50000000e-01,3.40781000e+00
+3.14557468e-04,9.00000000e-01,3.40782000e+00
+3.14557468e-04,9.25000000e-01,3.22709000e+00
+3.14557468e-04,9.50000000e-01,3.25187000e+00
+3.14557468e-04,9.70000000e-01,3.27613000e+00
+3.14557468e-04,9.90000000e-01,3.29951000e+00
+3.14557468e-04,9.95000000e-01,3.32222000e+00
+3.14557468e-04,9.99000000e-01,3.36632000e+00
+3.14557468e-04,9.99500000e-01,3.40814000e+00
+3.14557468e-04,9.99900000e-01,3.44739000e+00
+3.14557468e-04,9.99950000e-01,3.48378000e+00
+3.14557468e-04,9.99990000e-01,3.51707000e+00
+6.10098560e-04,5.70000000e+01,3.54711000e+00
+6.10098560e-04,1.00000000e-12,3.57398000e+00
+6.10098560e-04,2.50000000e-02,3.59819000e+00
+6.10098560e-04,5.00000000e-02,3.62063000e+00
+6.10098560e-04,7.50000000e-02,3.64344000e+00
+6.10098560e-04,1.00000000e-01,3.66859000e+00
+6.10098560e-04,1.50000000e-01,3.69658000e+00
+6.10098560e-04,2.00000000e-01,3.72782000e+00
+6.10098560e-04,2.50000000e-01,3.76252000e+00
+6.10098560e-04,3.00000000e-01,3.79999000e+00
+6.10098560e-04,3.50000000e-01,3.83817000e+00
+6.10098560e-04,4.00000000e-01,3.85567000e+00
+6.10098560e-04,4.50000000e-01,3.86904000e+00
+6.10098560e-04,5.00000000e-01,3.87573000e+00
+6.10098560e-04,5.50000000e-01,3.88495000e+00
+6.10098560e-04,6.00000000e-01,3.88846000e+00
+6.10098560e-04,6.50000000e-01,3.88968000e+00
+6.10098560e-04,7.00000000e-01,3.88967000e+00
+6.10098560e-04,7.50000000e-01,3.88988000e+00
+6.10098560e-04,8.00000000e-01,3.88987000e+00
+6.10098560e-04,8.50000000e-01,3.89009000e+00
+6.10098560e-04,9.00000000e-01,3.88995000e+00
+6.10098560e-04,9.25000000e-01,3.70847000e+00
+6.10098560e-04,9.50000000e-01,3.73828000e+00
+6.10098560e-04,9.70000000e-01,3.76674000e+00
+6.10098560e-04,9.90000000e-01,3.79282000e+00
+6.10098560e-04,9.95000000e-01,3.81683000e+00
+6.10098560e-04,9.99000000e-01,3.86009000e+00
+6.10098560e-04,9.99500000e-01,3.89639000e+00
+6.10098560e-04,9.99900000e-01,3.92594000e+00
+6.10098560e-04,9.99950000e-01,3.94935000e+00
+6.10098560e-04,9.99990000e-01,3.96800000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z22.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z22.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2bfdae38b0a33e44485aeb3c9b09f0d2c12ec95
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z22.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=22
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.50288000e+00
+1.23651674e-04,9.50000000e-01,2.53330000e+00
+1.23651674e-04,9.70000000e-01,2.56304000e+00
+1.23651674e-04,9.90000000e-01,2.59157000e+00
+1.23651674e-04,9.95000000e-01,2.61902000e+00
+1.23651674e-04,9.99000000e-01,2.67130000e+00
+1.23651674e-04,9.99500000e-01,2.71969000e+00
+1.23651674e-04,9.99900000e-01,2.76418000e+00
+1.23651674e-04,9.99950000e-01,2.80512000e+00
+1.23651674e-04,9.99990000e-01,2.84331000e+00
+3.14557468e-04,5.70000000e+01,2.87998000e+00
+3.14557468e-04,1.00000000e-12,2.91556000e+00
+3.14557468e-04,2.50000000e-02,2.95041000e+00
+3.14557468e-04,5.00000000e-02,2.98521000e+00
+3.14557468e-04,7.50000000e-02,3.02151000e+00
+3.14557468e-04,1.00000000e-01,3.06054000e+00
+3.14557468e-04,1.50000000e-01,3.10196000e+00
+3.14557468e-04,2.00000000e-01,3.14443000e+00
+3.14557468e-04,2.50000000e-01,3.18601000e+00
+3.14557468e-04,3.00000000e-01,3.22467000e+00
+3.14557468e-04,3.50000000e-01,3.25758000e+00
+3.14557468e-04,4.00000000e-01,3.27191000e+00
+3.14557468e-04,4.50000000e-01,3.28760000e+00
+3.14557468e-04,5.00000000e-01,3.30253000e+00
+3.14557468e-04,5.50000000e-01,3.32097000e+00
+3.14557468e-04,6.00000000e-01,3.32604000e+00
+3.14557468e-04,6.50000000e-01,3.33013000e+00
+3.14557468e-04,7.00000000e-01,3.33063000e+00
+3.14557468e-04,7.50000000e-01,3.33107000e+00
+3.14557468e-04,8.00000000e-01,3.33112000e+00
+3.14557468e-04,8.50000000e-01,3.33118000e+00
+3.14557468e-04,9.00000000e-01,3.33117000e+00
+3.14557468e-04,9.25000000e-01,3.12373000e+00
+3.14557468e-04,9.50000000e-01,3.14861000e+00
+3.14557468e-04,9.70000000e-01,3.17302000e+00
+3.14557468e-04,9.90000000e-01,3.19661000e+00
+3.14557468e-04,9.95000000e-01,3.21957000e+00
+3.14557468e-04,9.99000000e-01,3.26430000e+00
+3.14557468e-04,9.99500000e-01,3.30693000e+00
+3.14557468e-04,9.99900000e-01,3.34718000e+00
+3.14557468e-04,9.99950000e-01,3.38476000e+00
+3.14557468e-04,9.99990000e-01,3.41944000e+00
+6.10098560e-04,5.70000000e+01,3.45105000e+00
+6.10098560e-04,1.00000000e-12,3.47968000e+00
+6.10098560e-04,2.50000000e-02,3.50578000e+00
+6.10098560e-04,5.00000000e-02,3.53020000e+00
+6.10098560e-04,7.50000000e-02,3.55497000e+00
+6.10098560e-04,1.00000000e-01,3.58198000e+00
+6.10098560e-04,1.50000000e-01,3.61173000e+00
+6.10098560e-04,2.00000000e-01,3.64462000e+00
+6.10098560e-04,2.50000000e-01,3.68094000e+00
+6.10098560e-04,3.00000000e-01,3.72039000e+00
+6.10098560e-04,3.50000000e-01,3.76127000e+00
+6.10098560e-04,4.00000000e-01,3.78031000e+00
+6.10098560e-04,4.50000000e-01,3.79503000e+00
+6.10098560e-04,5.00000000e-01,3.80252000e+00
+6.10098560e-04,5.50000000e-01,3.81264000e+00
+6.10098560e-04,6.00000000e-01,3.81643000e+00
+6.10098560e-04,6.50000000e-01,3.81786000e+00
+6.10098560e-04,7.00000000e-01,3.81787000e+00
+6.10098560e-04,7.50000000e-01,3.81811000e+00
+6.10098560e-04,8.00000000e-01,3.81810000e+00
+6.10098560e-04,8.50000000e-01,3.81830000e+00
+6.10098560e-04,9.00000000e-01,3.81819000e+00
+6.10098560e-04,9.25000000e-01,3.60085000e+00
+6.10098560e-04,9.50000000e-01,3.63020000e+00
+6.10098560e-04,9.70000000e-01,3.65831000e+00
+6.10098560e-04,9.90000000e-01,3.68425000e+00
+6.10098560e-04,9.95000000e-01,3.70830000e+00
+6.10098560e-04,9.99000000e-01,3.75211000e+00
+6.10098560e-04,9.99500000e-01,3.78960000e+00
+6.10098560e-04,9.99900000e-01,3.82089000e+00
+6.10098560e-04,9.99950000e-01,3.84654000e+00
+6.10098560e-04,9.99990000e-01,3.86771000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z23.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z23.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b21707ca748d254af6e60b27679b698bd46b4c1e
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z23.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=23
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.41518000e+00
+1.23651674e-04,9.50000000e-01,2.44548000e+00
+1.23651674e-04,9.70000000e-01,2.47514000e+00
+1.23651674e-04,9.90000000e-01,2.50367000e+00
+1.23651674e-04,9.95000000e-01,2.53118000e+00
+1.23651674e-04,9.99000000e-01,2.58374000e+00
+1.23651674e-04,9.99500000e-01,2.63263000e+00
+1.23651674e-04,9.99900000e-01,2.67780000e+00
+1.23651674e-04,9.99950000e-01,2.71956000e+00
+1.23651674e-04,9.99990000e-01,2.75862000e+00
+3.14557468e-04,5.70000000e+01,2.79615000e+00
+3.14557468e-04,1.00000000e-12,2.83255000e+00
+3.14557468e-04,2.50000000e-02,2.86812000e+00
+3.14557468e-04,5.00000000e-02,2.90355000e+00
+3.14557468e-04,7.50000000e-02,2.94031000e+00
+3.14557468e-04,1.00000000e-01,2.97965000e+00
+3.14557468e-04,1.50000000e-01,3.02131000e+00
+3.14557468e-04,2.00000000e-01,3.06414000e+00
+3.14557468e-04,2.50000000e-01,3.10643000e+00
+3.14557468e-04,3.00000000e-01,3.14593000e+00
+3.14557468e-04,3.50000000e-01,3.17966000e+00
+3.14557468e-04,4.00000000e-01,3.19449000e+00
+3.14557468e-04,4.50000000e-01,3.21099000e+00
+3.14557468e-04,5.00000000e-01,3.22692000e+00
+3.14557468e-04,5.50000000e-01,3.24654000e+00
+3.14557468e-04,6.00000000e-01,3.25194000e+00
+3.14557468e-04,6.50000000e-01,3.25630000e+00
+3.14557468e-04,7.00000000e-01,3.25684000e+00
+3.14557468e-04,7.50000000e-01,3.25731000e+00
+3.14557468e-04,8.00000000e-01,3.25736000e+00
+3.14557468e-04,8.50000000e-01,3.25741000e+00
+3.14557468e-04,9.00000000e-01,3.25742000e+00
+3.14557468e-04,9.25000000e-01,3.02583000e+00
+3.14557468e-04,9.50000000e-01,3.05087000e+00
+3.14557468e-04,9.70000000e-01,3.07547000e+00
+3.14557468e-04,9.90000000e-01,3.09930000e+00
+3.14557468e-04,9.95000000e-01,3.12255000e+00
+3.14557468e-04,9.99000000e-01,3.16795000e+00
+3.14557468e-04,9.99500000e-01,3.21141000e+00
+3.14557468e-04,9.99900000e-01,3.25265000e+00
+3.14557468e-04,9.99950000e-01,3.29138000e+00
+3.14557468e-04,9.99990000e-01,3.32736000e+00
+6.10098560e-04,5.70000000e+01,3.36045000e+00
+6.10098560e-04,1.00000000e-12,3.39069000e+00
+6.10098560e-04,2.50000000e-02,3.41851000e+00
+6.10098560e-04,5.00000000e-02,3.44473000e+00
+6.10098560e-04,7.50000000e-02,3.47128000e+00
+6.10098560e-04,1.00000000e-01,3.49998000e+00
+6.10098560e-04,1.50000000e-01,3.53130000e+00
+6.10098560e-04,2.00000000e-01,3.56563000e+00
+6.10098560e-04,2.50000000e-01,3.60331000e+00
+6.10098560e-04,3.00000000e-01,3.64417000e+00
+6.10098560e-04,3.50000000e-01,3.68679000e+00
+6.10098560e-04,4.00000000e-01,3.70687000e+00
+6.10098560e-04,4.50000000e-01,3.72277000e+00
+6.10098560e-04,5.00000000e-01,3.73136000e+00
+6.10098560e-04,5.50000000e-01,3.74297000e+00
+6.10098560e-04,6.00000000e-01,3.74724000e+00
+6.10098560e-04,6.50000000e-01,3.74901000e+00
+6.10098560e-04,7.00000000e-01,3.74905000e+00
+6.10098560e-04,7.50000000e-01,3.74933000e+00
+6.10098560e-04,8.00000000e-01,3.74933000e+00
+6.10098560e-04,8.50000000e-01,3.74952000e+00
+6.10098560e-04,9.00000000e-01,3.74942000e+00
+6.10098560e-04,9.25000000e-01,3.50473000e+00
+6.10098560e-04,9.50000000e-01,3.52960000e+00
+6.10098560e-04,9.70000000e-01,3.55380000e+00
+6.10098560e-04,9.90000000e-01,3.57683000e+00
+6.10098560e-04,9.95000000e-01,3.59895000e+00
+6.10098560e-04,9.99000000e-01,3.64139000e+00
+6.10098560e-04,9.99500000e-01,3.68078000e+00
+6.10098560e-04,9.99900000e-01,3.71680000e+00
+6.10098560e-04,9.99950000e-01,3.74911000e+00
+6.10098560e-04,9.99990000e-01,3.77745000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z24.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z24.csv
new file mode 100644
index 0000000000000000000000000000000000000000..515826fd4e2b9775246b894586f81c0021a6f80c
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z24.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=24
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.33528000e+00
+1.23651674e-04,9.50000000e-01,2.36506000e+00
+1.23651674e-04,9.70000000e-01,2.39426000e+00
+1.23651674e-04,9.90000000e-01,2.42242000e+00
+1.23651674e-04,9.95000000e-01,2.44966000e+00
+1.23651674e-04,9.99000000e-01,2.50186000e+00
+1.23651674e-04,9.99500000e-01,2.55067000e+00
+1.23651674e-04,9.99900000e-01,2.59605000e+00
+1.23651674e-04,9.99950000e-01,2.63825000e+00
+1.23651674e-04,9.99990000e-01,2.67795000e+00
+3.14557468e-04,5.70000000e+01,2.71619000e+00
+3.14557468e-04,1.00000000e-12,2.75335000e+00
+3.14557468e-04,2.50000000e-02,2.78967000e+00
+3.14557468e-04,5.00000000e-02,2.82575000e+00
+3.14557468e-04,7.50000000e-02,2.86297000e+00
+3.14557468e-04,1.00000000e-01,2.90248000e+00
+3.14557468e-04,1.50000000e-01,2.94414000e+00
+3.14557468e-04,2.00000000e-01,2.98713000e+00
+3.14557468e-04,2.50000000e-01,3.03001000e+00
+3.14557468e-04,3.00000000e-01,3.07023000e+00
+3.14557468e-04,3.50000000e-01,3.10450000e+00
+3.14557468e-04,4.00000000e-01,3.11975000e+00
+3.14557468e-04,4.50000000e-01,3.13728000e+00
+3.14557468e-04,5.00000000e-01,3.15458000e+00
+3.14557468e-04,5.50000000e-01,3.17517000e+00
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+3.14557468e-04,9.99000000e-01,3.07254000e+00
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+6.10098560e-04,7.50000000e-02,3.39166000e+00
+6.10098560e-04,1.00000000e-01,3.42124000e+00
+6.10098560e-04,1.50000000e-01,3.45350000e+00
+6.10098560e-04,2.00000000e-01,3.48890000e+00
+6.10098560e-04,2.50000000e-01,3.52786000e+00
+6.10098560e-04,3.00000000e-01,3.57048000e+00
+6.10098560e-04,3.50000000e-01,3.61552000e+00
+6.10098560e-04,4.00000000e-01,3.63690000e+00
+6.10098560e-04,4.50000000e-01,3.65365000e+00
+6.10098560e-04,5.00000000e-01,3.66250000e+00
+6.10098560e-04,5.50000000e-01,3.67518000e+00
+6.10098560e-04,6.00000000e-01,3.68009000e+00
+6.10098560e-04,6.50000000e-01,3.68202000e+00
+6.10098560e-04,7.00000000e-01,3.68204000e+00
+6.10098560e-04,7.50000000e-01,3.68237000e+00
+6.10098560e-04,8.00000000e-01,3.68238000e+00
+6.10098560e-04,8.50000000e-01,3.68259000e+00
+6.10098560e-04,9.00000000e-01,3.68247000e+00
+6.10098560e-04,9.25000000e-01,3.38713000e+00
+6.10098560e-04,9.50000000e-01,3.41788000e+00
+6.10098560e-04,9.70000000e-01,3.44748000e+00
+6.10098560e-04,9.90000000e-01,3.47505000e+00
+6.10098560e-04,9.95000000e-01,3.50086000e+00
+6.10098560e-04,9.99000000e-01,3.54842000e+00
+6.10098560e-04,9.99500000e-01,3.59002000e+00
+6.10098560e-04,9.99900000e-01,3.62575000e+00
+6.10098560e-04,9.99950000e-01,3.65613000e+00
+6.10098560e-04,9.99990000e-01,3.68232000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z25.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z25.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1e32f1ad26efb2fe8e5ac08bb6661d3a913ef3e
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z25.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=25
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.25712000e+00
+1.23651674e-04,9.50000000e-01,2.28675000e+00
+1.23651674e-04,9.70000000e-01,2.31584000e+00
+1.23651674e-04,9.90000000e-01,2.34397000e+00
+1.23651674e-04,9.95000000e-01,2.37123000e+00
+1.23651674e-04,9.99000000e-01,2.42366000e+00
+1.23651674e-04,9.99500000e-01,2.47293000e+00
+1.23651674e-04,9.99900000e-01,2.51894000e+00
+1.23651674e-04,9.99950000e-01,2.56190000e+00
+1.23651674e-04,9.99990000e-01,2.60241000e+00
+3.14557468e-04,5.70000000e+01,2.64142000e+00
+3.14557468e-04,1.00000000e-12,2.67924000e+00
+3.14557468e-04,2.50000000e-02,2.71611000e+00
+3.14557468e-04,5.00000000e-02,2.75262000e+00
+3.14557468e-04,7.50000000e-02,2.79015000e+00
+3.14557468e-04,1.00000000e-01,2.82985000e+00
+3.14557468e-04,1.50000000e-01,2.87158000e+00
+3.14557468e-04,2.00000000e-01,2.91456000e+00
+3.14557468e-04,2.50000000e-01,2.95742000e+00
+3.14557468e-04,3.00000000e-01,2.99781000e+00
+3.14557468e-04,3.50000000e-01,3.03274000e+00
+3.14557468e-04,4.00000000e-01,3.04854000e+00
+3.14557468e-04,4.50000000e-01,3.06674000e+00
+3.14557468e-04,5.00000000e-01,3.08465000e+00
+3.14557468e-04,5.50000000e-01,3.10592000e+00
+3.14557468e-04,6.00000000e-01,3.11174000e+00
+3.14557468e-04,6.50000000e-01,3.11651000e+00
+3.14557468e-04,7.00000000e-01,3.11710000e+00
+3.14557468e-04,7.50000000e-01,3.11760000e+00
+3.14557468e-04,8.00000000e-01,3.11765000e+00
+3.14557468e-04,8.50000000e-01,3.11771000e+00
+3.14557468e-04,9.00000000e-01,3.11772000e+00
+3.14557468e-04,9.25000000e-01,2.83388000e+00
+3.14557468e-04,9.50000000e-01,2.86056000e+00
+3.14557468e-04,9.70000000e-01,2.88682000e+00
+3.14557468e-04,9.90000000e-01,2.91237000e+00
+3.14557468e-04,9.95000000e-01,2.93736000e+00
+3.14557468e-04,9.99000000e-01,2.98626000e+00
+3.14557468e-04,9.99500000e-01,3.03321000e+00
+3.14557468e-04,9.99900000e-01,3.07791000e+00
+3.14557468e-04,9.99950000e-01,3.12002000e+00
+3.14557468e-04,9.99990000e-01,3.15927000e+00
+6.10098560e-04,5.70000000e+01,3.19546000e+00
+6.10098560e-04,1.00000000e-12,3.22860000e+00
+6.10098560e-04,2.50000000e-02,3.25909000e+00
+6.10098560e-04,5.00000000e-02,3.28773000e+00
+6.10098560e-04,7.50000000e-02,3.31651000e+00
+6.10098560e-04,1.00000000e-01,3.34731000e+00
+6.10098560e-04,1.50000000e-01,3.38058000e+00
+6.10098560e-04,2.00000000e-01,3.41674000e+00
+6.10098560e-04,2.50000000e-01,3.45628000e+00
+6.10098560e-04,3.00000000e-01,3.49962000e+00
+6.10098560e-04,3.50000000e-01,3.54595000e+00
+6.10098560e-04,4.00000000e-01,3.56826000e+00
+6.10098560e-04,4.50000000e-01,3.58612000e+00
+6.10098560e-04,5.00000000e-01,3.59596000e+00
+6.10098560e-04,5.50000000e-01,3.60943000e+00
+6.10098560e-04,6.00000000e-01,3.61440000e+00
+6.10098560e-04,6.50000000e-01,3.61651000e+00
+6.10098560e-04,7.00000000e-01,3.61655000e+00
+6.10098560e-04,7.50000000e-01,3.61688000e+00
+6.10098560e-04,8.00000000e-01,3.61691000e+00
+6.10098560e-04,8.50000000e-01,3.61711000e+00
+6.10098560e-04,9.00000000e-01,3.61700000e+00
+6.10098560e-04,9.25000000e-01,3.29445000e+00
+6.10098560e-04,9.50000000e-01,3.32499000e+00
+6.10098560e-04,9.70000000e-01,3.35447000e+00
+6.10098560e-04,9.90000000e-01,3.38208000e+00
+6.10098560e-04,9.95000000e-01,3.40807000e+00
+6.10098560e-04,9.99000000e-01,3.45635000e+00
+6.10098560e-04,9.99500000e-01,3.49913000e+00
+6.10098560e-04,9.99900000e-01,3.53647000e+00
+6.10098560e-04,9.99950000e-01,3.56880000e+00
+6.10098560e-04,9.99990000e-01,3.59713000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z26.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z26.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fe082938ecd6efcb226345af44c21caf5e6a835
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z26.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=26
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.18202000e+00
+1.23651674e-04,9.50000000e-01,2.21142000e+00
+1.23651674e-04,9.70000000e-01,2.24033000e+00
+1.23651674e-04,9.90000000e-01,2.26839000e+00
+1.23651674e-04,9.95000000e-01,2.29570000e+00
+1.23651674e-04,9.99000000e-01,2.34845000e+00
+1.23651674e-04,9.99500000e-01,2.39833000e+00
+1.23651674e-04,9.99900000e-01,2.44523000e+00
+1.23651674e-04,9.99950000e-01,2.48924000e+00
+1.23651674e-04,9.99990000e-01,2.53082000e+00
+3.14557468e-04,5.70000000e+01,2.57070000e+00
+3.14557468e-04,1.00000000e-12,2.60917000e+00
+3.14557468e-04,2.50000000e-02,2.64641000e+00
+3.14557468e-04,5.00000000e-02,2.68306000e+00
+3.14557468e-04,7.50000000e-02,2.72052000e+00
+3.14557468e-04,1.00000000e-01,2.76006000e+00
+3.14557468e-04,1.50000000e-01,2.80163000e+00
+3.14557468e-04,2.00000000e-01,2.84469000e+00
+3.14557468e-04,2.50000000e-01,2.88802000e+00
+3.14557468e-04,3.00000000e-01,2.92893000e+00
+3.14557468e-04,3.50000000e-01,2.96396000e+00
+3.14557468e-04,4.00000000e-01,2.97977000e+00
+3.14557468e-04,4.50000000e-01,2.99830000e+00
+3.14557468e-04,5.00000000e-01,3.01695000e+00
+3.14557468e-04,5.50000000e-01,3.03948000e+00
+3.14557468e-04,6.00000000e-01,3.04568000e+00
+3.14557468e-04,6.50000000e-01,3.05078000e+00
+3.14557468e-04,7.00000000e-01,3.05141000e+00
+3.14557468e-04,7.50000000e-01,3.05195000e+00
+3.14557468e-04,8.00000000e-01,3.05201000e+00
+3.14557468e-04,8.50000000e-01,3.05207000e+00
+3.14557468e-04,9.00000000e-01,3.05208000e+00
+3.14557468e-04,9.25000000e-01,2.76089000e+00
+3.14557468e-04,9.50000000e-01,2.78664000e+00
+3.14557468e-04,9.70000000e-01,2.81201000e+00
+3.14557468e-04,9.90000000e-01,2.83674000e+00
+3.14557468e-04,9.95000000e-01,2.86100000e+00
+3.14557468e-04,9.99000000e-01,2.90864000e+00
+3.14557468e-04,9.99500000e-01,2.95467000e+00
+3.14557468e-04,9.99900000e-01,2.99880000e+00
+3.14557468e-04,9.99950000e-01,3.04074000e+00
+3.14557468e-04,9.99990000e-01,3.08023000e+00
+6.10098560e-04,5.70000000e+01,3.11710000e+00
+6.10098560e-04,1.00000000e-12,3.15135000e+00
+6.10098560e-04,2.50000000e-02,3.18331000e+00
+6.10098560e-04,5.00000000e-02,3.21366000e+00
+6.10098560e-04,7.50000000e-02,3.24417000e+00
+6.10098560e-04,1.00000000e-01,3.27645000e+00
+6.10098560e-04,1.50000000e-01,3.31091000e+00
+6.10098560e-04,2.00000000e-01,3.34792000e+00
+6.10098560e-04,2.50000000e-01,3.38800000e+00
+6.10098560e-04,3.00000000e-01,3.43181000e+00
+6.10098560e-04,3.50000000e-01,3.47893000e+00
+6.10098560e-04,4.00000000e-01,3.50178000e+00
+6.10098560e-04,4.50000000e-01,3.52025000e+00
+6.10098560e-04,5.00000000e-01,3.53068000e+00
+6.10098560e-04,5.50000000e-01,3.54529000e+00
+6.10098560e-04,6.00000000e-01,3.55076000e+00
+6.10098560e-04,6.50000000e-01,3.55318000e+00
+6.10098560e-04,7.00000000e-01,3.55325000e+00
+6.10098560e-04,7.50000000e-01,3.55363000e+00
+6.10098560e-04,8.00000000e-01,3.55367000e+00
+6.10098560e-04,8.50000000e-01,3.55385000e+00
+6.10098560e-04,9.00000000e-01,3.55374000e+00
+6.10098560e-04,9.25000000e-01,3.22177000e+00
+6.10098560e-04,9.50000000e-01,3.24774000e+00
+6.10098560e-04,9.70000000e-01,3.27313000e+00
+6.10098560e-04,9.90000000e-01,3.29754000e+00
+6.10098560e-04,9.95000000e-01,3.32117000e+00
+6.10098560e-04,9.99000000e-01,3.36691000e+00
+6.10098560e-04,9.99500000e-01,3.41006000e+00
+6.10098560e-04,9.99900000e-01,3.45026000e+00
+6.10098560e-04,9.99950000e-01,3.48718000e+00
+6.10098560e-04,9.99990000e-01,3.52056000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z27.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z27.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cf0a805ca0721a05ff5d84f5eb52b72305c1ea3
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z27.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=27
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.11406000e+00
+1.23651674e-04,9.50000000e-01,2.14307000e+00
+1.23651674e-04,9.70000000e-01,2.17165000e+00
+1.23651674e-04,9.90000000e-01,2.19945000e+00
+1.23651674e-04,9.95000000e-01,2.22656000e+00
+1.23651674e-04,9.99000000e-01,2.27904000e+00
+1.23651674e-04,9.99500000e-01,2.32888000e+00
+1.23651674e-04,9.99900000e-01,2.37595000e+00
+1.23651674e-04,9.99950000e-01,2.42030000e+00
+1.23651674e-04,9.99990000e-01,2.46235000e+00
+3.14557468e-04,5.70000000e+01,2.50278000e+00
+3.14557468e-04,1.00000000e-12,2.54182000e+00
+3.14557468e-04,2.50000000e-02,2.57962000e+00
+3.14557468e-04,5.00000000e-02,2.61672000e+00
+3.14557468e-04,7.50000000e-02,2.65444000e+00
+3.14557468e-04,1.00000000e-01,2.69391000e+00
+3.14557468e-04,1.50000000e-01,2.73514000e+00
+3.14557468e-04,2.00000000e-01,2.77776000e+00
+3.14557468e-04,2.50000000e-01,2.82078000e+00
+3.14557468e-04,3.00000000e-01,2.86170000e+00
+3.14557468e-04,3.50000000e-01,2.89736000e+00
+3.14557468e-04,4.00000000e-01,2.91379000e+00
+3.14557468e-04,4.50000000e-01,2.93314000e+00
+3.14557468e-04,5.00000000e-01,2.95252000e+00
+3.14557468e-04,5.50000000e-01,2.97540000e+00
+3.14557468e-04,6.00000000e-01,2.98166000e+00
+3.14557468e-04,6.50000000e-01,2.98682000e+00
+3.14557468e-04,7.00000000e-01,2.98746000e+00
+3.14557468e-04,7.50000000e-01,2.98800000e+00
+3.14557468e-04,8.00000000e-01,2.98806000e+00
+3.14557468e-04,8.50000000e-01,2.98810000e+00
+3.14557468e-04,9.00000000e-01,2.98813000e+00
+3.14557468e-04,9.25000000e-01,2.66969000e+00
+3.14557468e-04,9.50000000e-01,2.69689000e+00
+3.14557468e-04,9.70000000e-01,2.72372000e+00
+3.14557468e-04,9.90000000e-01,2.74990000e+00
+3.14557468e-04,9.95000000e-01,2.77559000e+00
+3.14557468e-04,9.99000000e-01,2.82601000e+00
+3.14557468e-04,9.99500000e-01,2.87467000e+00
+3.14557468e-04,9.99900000e-01,2.92125000e+00
+3.14557468e-04,9.99950000e-01,2.96541000e+00
+3.14557468e-04,9.99990000e-01,3.00684000e+00
+6.10098560e-04,5.70000000e+01,3.04533000e+00
+6.10098560e-04,1.00000000e-12,3.08086000e+00
+6.10098560e-04,2.50000000e-02,3.11374000e+00
+6.10098560e-04,5.00000000e-02,3.14471000e+00
+6.10098560e-04,7.50000000e-02,3.17565000e+00
+6.10098560e-04,1.00000000e-01,3.20831000e+00
+6.10098560e-04,1.50000000e-01,3.24309000e+00
+6.10098560e-04,2.00000000e-01,3.28042000e+00
+6.10098560e-04,2.50000000e-01,3.32089000e+00
+6.10098560e-04,3.00000000e-01,3.36549000e+00
+6.10098560e-04,3.50000000e-01,3.41415000e+00
+6.10098560e-04,4.00000000e-01,3.43800000e+00
+6.10098560e-04,4.50000000e-01,3.45726000e+00
+6.10098560e-04,5.00000000e-01,3.46810000e+00
+6.10098560e-04,5.50000000e-01,3.48338000e+00
+6.10098560e-04,6.00000000e-01,3.48913000e+00
+6.10098560e-04,6.50000000e-01,3.49163000e+00
+6.10098560e-04,7.00000000e-01,3.49169000e+00
+6.10098560e-04,7.50000000e-01,3.49210000e+00
+6.10098560e-04,8.00000000e-01,3.49213000e+00
+6.10098560e-04,8.50000000e-01,3.49230000e+00
+6.10098560e-04,9.00000000e-01,3.49221000e+00
+6.10098560e-04,9.25000000e-01,3.11869000e+00
+6.10098560e-04,9.50000000e-01,3.14955000e+00
+6.10098560e-04,9.70000000e-01,3.17946000e+00
+6.10098560e-04,9.90000000e-01,3.20772000e+00
+6.10098560e-04,9.95000000e-01,3.23454000e+00
+6.10098560e-04,9.99000000e-01,3.28488000e+00
+6.10098560e-04,9.99500000e-01,3.33031000e+00
+6.10098560e-04,9.99900000e-01,3.37078000e+00
+6.10098560e-04,9.99950000e-01,3.40664000e+00
+6.10098560e-04,9.99990000e-01,3.43869000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z28.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z28.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76da5ba76502cd14dd9600cabcc1102437920231
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z28.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=28
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,2.05115000e+00
+1.23651674e-04,9.50000000e-01,2.07909000e+00
+1.23651674e-04,9.70000000e-01,2.10668000e+00
+1.23651674e-04,9.90000000e-01,2.13366000e+00
+1.23651674e-04,9.95000000e-01,2.16010000e+00
+1.23651674e-04,9.99000000e-01,2.21167000e+00
+1.23651674e-04,9.99500000e-01,2.26116000e+00
+1.23651674e-04,9.99900000e-01,2.30841000e+00
+1.23651674e-04,9.99950000e-01,2.35344000e+00
+1.23651674e-04,9.99990000e-01,2.39647000e+00
+3.14557468e-04,5.70000000e+01,2.43799000e+00
+3.14557468e-04,1.00000000e-12,2.47812000e+00
+3.14557468e-04,2.50000000e-02,2.51689000e+00
+3.14557468e-04,5.00000000e-02,2.55473000e+00
+3.14557468e-04,7.50000000e-02,2.59272000e+00
+3.14557468e-04,1.00000000e-01,2.63183000e+00
+3.14557468e-04,1.50000000e-01,2.67212000e+00
+3.14557468e-04,2.00000000e-01,2.71357000e+00
+3.14557468e-04,2.50000000e-01,2.75570000e+00
+3.14557468e-04,3.00000000e-01,2.79670000e+00
+3.14557468e-04,3.50000000e-01,2.83406000e+00
+3.14557468e-04,4.00000000e-01,2.85153000e+00
+3.14557468e-04,4.50000000e-01,2.87075000e+00
+3.14557468e-04,5.00000000e-01,2.88908000e+00
+3.14557468e-04,5.50000000e-01,2.91310000e+00
+3.14557468e-04,6.00000000e-01,2.92016000e+00
+3.14557468e-04,6.50000000e-01,2.92532000e+00
+3.14557468e-04,7.00000000e-01,2.92585000e+00
+3.14557468e-04,7.50000000e-01,2.92643000e+00
+3.14557468e-04,8.00000000e-01,2.92655000e+00
+3.14557468e-04,8.50000000e-01,2.92655000e+00
+3.14557468e-04,9.00000000e-01,2.92660000e+00
+3.14557468e-04,9.25000000e-01,2.59148000e+00
+3.14557468e-04,9.50000000e-01,2.61915000e+00
+3.14557468e-04,9.70000000e-01,2.64646000e+00
+3.14557468e-04,9.90000000e-01,2.67316000e+00
+3.14557468e-04,9.95000000e-01,2.69938000e+00
+3.14557468e-04,9.99000000e-01,2.75089000e+00
+3.14557468e-04,9.99500000e-01,2.80066000e+00
+3.14557468e-04,9.99900000e-01,2.84837000e+00
+3.14557468e-04,9.99950000e-01,2.89366000e+00
+3.14557468e-04,9.99990000e-01,2.93621000e+00
+6.10098560e-04,5.70000000e+01,2.97580000e+00
+6.10098560e-04,1.00000000e-12,3.01235000e+00
+6.10098560e-04,2.50000000e-02,3.04619000e+00
+6.10098560e-04,5.00000000e-02,3.07803000e+00
+6.10098560e-04,7.50000000e-02,3.10974000e+00
+6.10098560e-04,1.00000000e-01,3.14307000e+00
+6.10098560e-04,1.50000000e-01,3.17841000e+00
+6.10098560e-04,2.00000000e-01,3.21615000e+00
+6.10098560e-04,2.50000000e-01,3.25693000e+00
+6.10098560e-04,3.00000000e-01,3.30196000e+00
+6.10098560e-04,3.50000000e-01,3.35140000e+00
+6.10098560e-04,4.00000000e-01,3.37576000e+00
+6.10098560e-04,4.50000000e-01,3.39549000e+00
+6.10098560e-04,5.00000000e-01,3.40668000e+00
+6.10098560e-04,5.50000000e-01,3.42275000e+00
+6.10098560e-04,6.00000000e-01,3.42886000e+00
+6.10098560e-04,6.50000000e-01,3.43153000e+00
+6.10098560e-04,7.00000000e-01,3.43159000e+00
+6.10098560e-04,7.50000000e-01,3.43203000e+00
+6.10098560e-04,8.00000000e-01,3.43207000e+00
+6.10098560e-04,8.50000000e-01,3.43226000e+00
+6.10098560e-04,9.00000000e-01,3.43216000e+00
+6.10098560e-04,9.25000000e-01,3.03201000e+00
+6.10098560e-04,9.50000000e-01,3.06399000e+00
+6.10098560e-04,9.70000000e-01,3.09502000e+00
+6.10098560e-04,9.90000000e-01,3.12437000e+00
+6.10098560e-04,9.95000000e-01,3.15225000e+00
+6.10098560e-04,9.99000000e-01,3.20461000e+00
+6.10098560e-04,9.99500000e-01,3.25188000e+00
+6.10098560e-04,9.99900000e-01,3.29406000e+00
+6.10098560e-04,9.99950000e-01,3.33146000e+00
+6.10098560e-04,9.99990000e-01,3.36499000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z29.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z29.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dca2d5d2c9bae53e6aeb966885f81d01c8a46107
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z29.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=29
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.98824000e+00
+1.23651674e-04,9.50000000e-01,2.01553000e+00
+1.23651674e-04,9.70000000e-01,2.04254000e+00
+1.23651674e-04,9.90000000e-01,2.06908000e+00
+1.23651674e-04,9.95000000e-01,2.09520000e+00
+1.23651674e-04,9.99000000e-01,2.14645000e+00
+1.23651674e-04,9.99500000e-01,2.19608000e+00
+1.23651674e-04,9.99900000e-01,2.24388000e+00
+1.23651674e-04,9.99950000e-01,2.28975000e+00
+1.23651674e-04,9.99990000e-01,2.33377000e+00
+3.14557468e-04,5.70000000e+01,2.37618000e+00
+3.14557468e-04,1.00000000e-12,2.41703000e+00
+3.14557468e-04,2.50000000e-02,2.45633000e+00
+3.14557468e-04,5.00000000e-02,2.49447000e+00
+3.14557468e-04,7.50000000e-02,2.53254000e+00
+3.14557468e-04,1.00000000e-01,2.57150000e+00
+3.14557468e-04,1.50000000e-01,2.61144000e+00
+3.14557468e-04,2.00000000e-01,2.65239000e+00
+3.14557468e-04,2.50000000e-01,2.69401000e+00
+3.14557468e-04,3.00000000e-01,2.73460000e+00
+3.14557468e-04,3.50000000e-01,2.77188000e+00
+3.14557468e-04,4.00000000e-01,2.78952000e+00
+3.14557468e-04,4.50000000e-01,2.80915000e+00
+3.14557468e-04,5.00000000e-01,2.82803000e+00
+3.14557468e-04,5.50000000e-01,2.85266000e+00
+3.14557468e-04,6.00000000e-01,2.85986000e+00
+3.14557468e-04,6.50000000e-01,2.86515000e+00
+3.14557468e-04,7.00000000e-01,2.86571000e+00
+3.14557468e-04,7.50000000e-01,2.86631000e+00
+3.14557468e-04,8.00000000e-01,2.86642000e+00
+3.14557468e-04,8.50000000e-01,2.86642000e+00
+3.14557468e-04,9.00000000e-01,2.86647000e+00
+3.14557468e-04,9.25000000e-01,2.51586000e+00
+3.14557468e-04,9.50000000e-01,2.54696000e+00
+3.14557468e-04,9.70000000e-01,2.57739000e+00
+3.14557468e-04,9.90000000e-01,2.60663000e+00
+3.14557468e-04,9.95000000e-01,2.63481000e+00
+3.14557468e-04,9.99000000e-01,2.68866000e+00
+3.14557468e-04,9.99500000e-01,2.73874000e+00
+3.14557468e-04,9.99900000e-01,2.78497000e+00
+3.14557468e-04,9.99950000e-01,2.82760000e+00
+3.14557468e-04,9.99990000e-01,2.86730000e+00
+6.10098560e-04,5.70000000e+01,2.90512000e+00
+6.10098560e-04,1.00000000e-12,2.94136000e+00
+6.10098560e-04,2.50000000e-02,2.97625000e+00
+6.10098560e-04,5.00000000e-02,3.01027000e+00
+6.10098560e-04,7.50000000e-02,3.04467000e+00
+6.10098560e-04,1.00000000e-01,3.08064000e+00
+6.10098560e-04,1.50000000e-01,3.11849000e+00
+6.10098560e-04,2.00000000e-01,3.15857000e+00
+6.10098560e-04,2.50000000e-01,3.20105000e+00
+6.10098560e-04,3.00000000e-01,3.24525000e+00
+6.10098560e-04,3.50000000e-01,3.28968000e+00
+6.10098560e-04,4.00000000e-01,3.31132000e+00
+6.10098560e-04,4.50000000e-01,3.33221000e+00
+6.10098560e-04,5.00000000e-01,3.34799000e+00
+6.10098560e-04,5.50000000e-01,3.36438000e+00
+6.10098560e-04,6.00000000e-01,3.36879000e+00
+6.10098560e-04,6.50000000e-01,3.37211000e+00
+6.10098560e-04,7.00000000e-01,3.37247000e+00
+6.10098560e-04,7.50000000e-01,3.37280000e+00
+6.10098560e-04,8.00000000e-01,3.37286000e+00
+6.10098560e-04,8.50000000e-01,3.37287000e+00
+6.10098560e-04,9.00000000e-01,3.37290000e+00
+6.10098560e-04,9.25000000e-01,2.94975000e+00
+6.10098560e-04,9.50000000e-01,2.98477000e+00
+6.10098560e-04,9.70000000e-01,3.01863000e+00
+6.10098560e-04,9.90000000e-01,3.05043000e+00
+6.10098560e-04,9.95000000e-01,3.08038000e+00
+6.10098560e-04,9.99000000e-01,3.13579000e+00
+6.10098560e-04,9.99500000e-01,3.18468000e+00
+6.10098560e-04,9.99900000e-01,3.22721000e+00
+6.10098560e-04,9.99950000e-01,3.26404000e+00
+6.10098560e-04,9.99990000e-01,3.29668000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z3.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z3.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e05cbfcb12dbfdd4dd19c83b4f87f0cbf707c695
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z3.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=3
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.53125000e+00
+1.23651674e-04,9.50000000e-01,6.56908000e+00
+1.23651674e-04,9.70000000e-01,6.59910000e+00
+1.23651674e-04,9.90000000e-01,6.61543000e+00
+1.23651674e-04,9.95000000e-01,6.61998000e+00
+1.23651674e-04,9.99000000e-01,6.60421000e+00
+1.23651674e-04,9.99500000e-01,6.56004000e+00
+1.23651674e-04,9.99900000e-01,6.49684000e+00
+1.23651674e-04,9.99950000e-01,6.41846000e+00
+1.23651674e-04,9.99990000e-01,6.32910000e+00
+3.14557468e-04,5.70000000e+01,6.23373000e+00
+3.14557468e-04,1.00000000e-12,6.13361000e+00
+3.14557468e-04,2.50000000e-02,6.02927000e+00
+3.14557468e-04,5.00000000e-02,5.92206000e+00
+3.14557468e-04,7.50000000e-02,5.81511000e+00
+3.14557468e-04,1.00000000e-01,5.71203000e+00
+3.14557468e-04,1.50000000e-01,5.61535000e+00
+3.14557468e-04,2.00000000e-01,5.52921000e+00
+3.14557468e-04,2.50000000e-01,5.45769000e+00
+3.14557468e-04,3.00000000e-01,5.40122000e+00
+3.14557468e-04,3.50000000e-01,5.35588000e+00
+3.14557468e-04,4.00000000e-01,5.33442000e+00
+3.14557468e-04,4.50000000e-01,5.31414000e+00
+3.14557468e-04,5.00000000e-01,5.29979000e+00
+3.14557468e-04,5.50000000e-01,5.28759000e+00
+3.14557468e-04,6.00000000e-01,5.28478000e+00
+3.14557468e-04,6.50000000e-01,5.28260000e+00
+3.14557468e-04,7.00000000e-01,5.28244000e+00
+3.14557468e-04,7.50000000e-01,5.28258000e+00
+3.14557468e-04,8.00000000e-01,5.28264000e+00
+3.14557468e-04,8.50000000e-01,5.28259000e+00
+3.14557468e-04,9.00000000e-01,5.28217000e+00
+3.14557468e-04,9.25000000e-01,7.17462000e+00
+3.14557468e-04,9.50000000e-01,7.20510000e+00
+3.14557468e-04,9.70000000e-01,7.22507000e+00
+3.14557468e-04,9.90000000e-01,7.22667000e+00
+3.14557468e-04,9.95000000e-01,7.21266000e+00
+3.14557468e-04,9.99000000e-01,7.15272000e+00
+3.14557468e-04,9.99500000e-01,7.05718000e+00
+3.14557468e-04,9.99900000e-01,6.93909000e+00
+3.14557468e-04,9.99950000e-01,6.80363000e+00
+3.14557468e-04,9.99990000e-01,6.65577000e+00
+6.10098560e-04,5.70000000e+01,6.50162000e+00
+6.10098560e-04,1.00000000e-12,6.34351000e+00
+6.10098560e-04,2.50000000e-02,6.18364000e+00
+6.10098560e-04,5.00000000e-02,6.02470000e+00
+6.10098560e-04,7.50000000e-02,5.86908000e+00
+6.10098560e-04,1.00000000e-01,5.71983000e+00
+6.10098560e-04,1.50000000e-01,5.57875000e+00
+6.10098560e-04,2.00000000e-01,5.44838000e+00
+6.10098560e-04,2.50000000e-01,5.33162000e+00
+6.10098560e-04,3.00000000e-01,5.23046000e+00
+6.10098560e-04,3.50000000e-01,5.14914000e+00
+6.10098560e-04,4.00000000e-01,5.11715000e+00
+6.10098560e-04,4.50000000e-01,5.08740000e+00
+6.10098560e-04,5.00000000e-01,5.06469000e+00
+6.10098560e-04,5.50000000e-01,5.04217000e+00
+6.10098560e-04,6.00000000e-01,5.03700000e+00
+6.10098560e-04,6.50000000e-01,5.03296000e+00
+6.10098560e-04,7.00000000e-01,5.03198000e+00
+6.10098560e-04,7.50000000e-01,5.03021000e+00
+6.10098560e-04,8.00000000e-01,5.02981000e+00
+6.10098560e-04,8.50000000e-01,5.02992000e+00
+6.10098560e-04,9.00000000e-01,5.03152000e+00
+6.10098560e-04,9.25000000e-01,7.63255000e+00
+6.10098560e-04,9.50000000e-01,7.65691000e+00
+6.10098560e-04,9.70000000e-01,7.66788000e+00
+6.10098560e-04,9.90000000e-01,7.65553000e+00
+6.10098560e-04,9.95000000e-01,7.62363000e+00
+6.10098560e-04,9.99000000e-01,7.52123000e+00
+6.10098560e-04,9.99500000e-01,7.37753000e+00
+6.10098560e-04,9.99900000e-01,7.21053000e+00
+6.10098560e-04,9.99950000e-01,7.02698000e+00
+6.10098560e-04,9.99990000e-01,6.83312000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z30.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z30.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2f97cd7a6b2d1d391435b83c9fe59d8c3627e7b
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z30.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=30
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.92450000e+00
+1.23651674e-04,9.50000000e-01,1.95234000e+00
+1.23651674e-04,9.70000000e-01,1.97990000e+00
+1.23651674e-04,9.90000000e-01,2.00695000e+00
+1.23651674e-04,9.95000000e-01,2.03355000e+00
+1.23651674e-04,9.99000000e-01,2.08565000e+00
+1.23651674e-04,9.99500000e-01,2.13596000e+00
+1.23651674e-04,9.99900000e-01,2.18427000e+00
+1.23651674e-04,9.99950000e-01,2.23052000e+00
+1.23651674e-04,9.99990000e-01,2.27483000e+00
+3.14557468e-04,5.70000000e+01,2.31752000e+00
+3.14557468e-04,1.00000000e-12,2.35866000e+00
+3.14557468e-04,2.50000000e-02,2.39823000e+00
+3.14557468e-04,5.00000000e-02,2.43660000e+00
+3.14557468e-04,7.50000000e-02,2.47479000e+00
+3.14557468e-04,1.00000000e-01,2.51374000e+00
+3.14557468e-04,1.50000000e-01,2.55352000e+00
+3.14557468e-04,2.00000000e-01,2.59420000e+00
+3.14557468e-04,2.50000000e-01,2.63548000e+00
+3.14557468e-04,3.00000000e-01,2.67577000e+00
+3.14557468e-04,3.50000000e-01,2.71291000e+00
+3.14557468e-04,4.00000000e-01,2.73064000e+00
+3.14557468e-04,4.50000000e-01,2.75059000e+00
+3.14557468e-04,5.00000000e-01,2.76988000e+00
+3.14557468e-04,5.50000000e-01,2.79464000e+00
+3.14557468e-04,6.00000000e-01,2.80179000e+00
+3.14557468e-04,6.50000000e-01,2.80709000e+00
+3.14557468e-04,7.00000000e-01,2.80766000e+00
+3.14557468e-04,7.50000000e-01,2.80825000e+00
+3.14557468e-04,8.00000000e-01,2.80836000e+00
+3.14557468e-04,8.50000000e-01,2.80836000e+00
+3.14557468e-04,9.00000000e-01,2.80841000e+00
+3.14557468e-04,9.25000000e-01,2.45870000e+00
+3.14557468e-04,9.50000000e-01,2.48569000e+00
+3.14557468e-04,9.70000000e-01,2.51239000e+00
+3.14557468e-04,9.90000000e-01,2.53858000e+00
+3.14557468e-04,9.95000000e-01,2.56439000e+00
+3.14557468e-04,9.99000000e-01,2.61529000e+00
+3.14557468e-04,9.99500000e-01,2.66481000e+00
+3.14557468e-04,9.99900000e-01,2.71263000e+00
+3.14557468e-04,9.99950000e-01,2.75844000e+00
+3.14557468e-04,9.99990000e-01,2.80192000e+00
+6.10098560e-04,5.70000000e+01,2.84285000e+00
+6.10098560e-04,1.00000000e-12,2.88116000e+00
+6.10098560e-04,2.50000000e-02,2.91706000e+00
+6.10098560e-04,5.00000000e-02,2.95116000e+00
+6.10098560e-04,7.50000000e-02,2.98506000e+00
+6.10098560e-04,1.00000000e-01,3.02027000e+00
+6.10098560e-04,1.50000000e-01,3.05706000e+00
+6.10098560e-04,2.00000000e-01,3.09574000e+00
+6.10098560e-04,2.50000000e-01,3.13692000e+00
+6.10098560e-04,3.00000000e-01,3.18202000e+00
+6.10098560e-04,3.50000000e-01,3.23160000e+00
+6.10098560e-04,4.00000000e-01,3.25619000e+00
+6.10098560e-04,4.50000000e-01,3.27653000e+00
+6.10098560e-04,5.00000000e-01,3.28862000e+00
+6.10098560e-04,5.50000000e-01,3.30570000e+00
+6.10098560e-04,6.00000000e-01,3.31206000e+00
+6.10098560e-04,6.50000000e-01,3.31501000e+00
+6.10098560e-04,7.00000000e-01,3.31512000e+00
+6.10098560e-04,7.50000000e-01,3.31558000e+00
+6.10098560e-04,8.00000000e-01,3.31563000e+00
+6.10098560e-04,8.50000000e-01,3.31579000e+00
+6.10098560e-04,9.00000000e-01,3.31571000e+00
+6.10098560e-04,9.25000000e-01,2.89367000e+00
+6.10098560e-04,9.50000000e-01,2.92175000e+00
+6.10098560e-04,9.70000000e-01,2.94935000e+00
+6.10098560e-04,9.90000000e-01,2.97611000e+00
+6.10098560e-04,9.95000000e-01,3.00220000e+00
+6.10098560e-04,9.99000000e-01,3.05306000e+00
+6.10098560e-04,9.99500000e-01,3.10160000e+00
+6.10098560e-04,9.99900000e-01,3.14745000e+00
+6.10098560e-04,9.99950000e-01,3.19023000e+00
+6.10098560e-04,9.99990000e-01,3.22962000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z31.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z31.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d00e15aa2d8fceac7e2ceef3469561a8ed0bf36
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z31.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=31
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.86618000e+00
+1.23651674e-04,9.50000000e-01,1.89287000e+00
+1.23651674e-04,9.70000000e-01,1.91943000e+00
+1.23651674e-04,9.90000000e-01,1.94576000e+00
+1.23651674e-04,9.95000000e-01,1.97191000e+00
+1.23651674e-04,9.99000000e-01,2.02384000e+00
+1.23651674e-04,9.99500000e-01,2.07493000e+00
+1.23651674e-04,9.99900000e-01,2.12485000e+00
+1.23651674e-04,9.99950000e-01,2.17322000e+00
+1.23651674e-04,9.99990000e-01,2.21970000e+00
+3.14557468e-04,5.70000000e+01,2.26399000e+00
+3.14557468e-04,1.00000000e-12,2.30593000e+00
+3.14557468e-04,2.50000000e-02,2.34550000e+00
+3.14557468e-04,5.00000000e-02,2.38317000e+00
+3.14557468e-04,7.50000000e-02,2.42025000e+00
+3.14557468e-04,1.00000000e-01,2.45791000e+00
+3.14557468e-04,1.50000000e-01,2.49613000e+00
+3.14557468e-04,2.00000000e-01,2.53477000e+00
+3.14557468e-04,2.50000000e-01,2.57383000e+00
+3.14557468e-04,3.00000000e-01,2.61401000e+00
+3.14557468e-04,3.50000000e-01,2.65560000e+00
+3.14557468e-04,4.00000000e-01,2.67631000e+00
+3.14557468e-04,4.50000000e-01,2.69632000e+00
+3.14557468e-04,5.00000000e-01,2.71263000e+00
+3.14557468e-04,5.50000000e-01,2.73740000e+00
+3.14557468e-04,6.00000000e-01,2.74644000e+00
+3.14557468e-04,6.50000000e-01,2.75124000e+00
+3.14557468e-04,7.00000000e-01,2.75155000e+00
+3.14557468e-04,7.50000000e-01,2.75228000e+00
+3.14557468e-04,8.00000000e-01,2.75234000e+00
+3.14557468e-04,8.50000000e-01,2.75258000e+00
+3.14557468e-04,9.00000000e-01,2.75247000e+00
+3.14557468e-04,9.25000000e-01,2.39206000e+00
+3.14557468e-04,9.50000000e-01,2.41979000e+00
+3.14557468e-04,9.70000000e-01,2.44722000e+00
+3.14557468e-04,9.90000000e-01,2.47413000e+00
+3.14557468e-04,9.95000000e-01,2.50063000e+00
+3.14557468e-04,9.99000000e-01,2.55284000e+00
+3.14557468e-04,9.99500000e-01,2.60353000e+00
+3.14557468e-04,9.99900000e-01,2.65236000e+00
+3.14557468e-04,9.99950000e-01,2.69898000e+00
+3.14557468e-04,9.99990000e-01,2.74305000e+00
+6.10098560e-04,5.70000000e+01,2.78431000e+00
+6.10098560e-04,1.00000000e-12,2.82271000e+00
+6.10098560e-04,2.50000000e-02,2.85848000e+00
+6.10098560e-04,5.00000000e-02,2.89229000e+00
+6.10098560e-04,7.50000000e-02,2.92594000e+00
+6.10098560e-04,1.00000000e-01,2.96108000e+00
+6.10098560e-04,1.50000000e-01,2.99803000e+00
+6.10098560e-04,2.00000000e-01,3.03714000e+00
+6.10098560e-04,2.50000000e-01,3.07897000e+00
+6.10098560e-04,3.00000000e-01,3.12474000e+00
+6.10098560e-04,3.50000000e-01,3.17471000e+00
+6.10098560e-04,4.00000000e-01,3.19940000e+00
+6.10098560e-04,4.50000000e-01,3.21992000e+00
+6.10098560e-04,5.00000000e-01,3.23228000e+00
+6.10098560e-04,5.50000000e-01,3.24993000e+00
+6.10098560e-04,6.00000000e-01,3.25651000e+00
+6.10098560e-04,6.50000000e-01,3.25953000e+00
+6.10098560e-04,7.00000000e-01,3.25964000e+00
+6.10098560e-04,7.50000000e-01,3.26012000e+00
+6.10098560e-04,8.00000000e-01,3.26017000e+00
+6.10098560e-04,8.50000000e-01,3.26036000e+00
+6.10098560e-04,9.00000000e-01,3.26027000e+00
+6.10098560e-04,9.25000000e-01,2.81442000e+00
+6.10098560e-04,9.50000000e-01,2.84788000e+00
+6.10098560e-04,9.70000000e-01,2.88036000e+00
+6.10098560e-04,9.90000000e-01,2.91113000e+00
+6.10098560e-04,9.95000000e-01,2.94039000e+00
+6.10098560e-04,9.99000000e-01,2.99526000e+00
+6.10098560e-04,9.99500000e-01,3.04474000e+00
+6.10098560e-04,9.99900000e-01,3.08885000e+00
+6.10098560e-04,9.99950000e-01,3.12800000e+00
+6.10098560e-04,9.99990000e-01,3.16329000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z32.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z32.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed4e970cf765c85e9d9a12d0446bb76ecfccf213
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z32.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=32
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.81033000e+00
+1.23651674e-04,9.50000000e-01,1.83692000e+00
+1.23651674e-04,9.70000000e-01,1.86340000e+00
+1.23651674e-04,9.90000000e-01,1.88968000e+00
+1.23651674e-04,9.95000000e-01,1.91581000e+00
+1.23651674e-04,9.99000000e-01,1.96774000e+00
+1.23651674e-04,9.99500000e-01,2.01890000e+00
+1.23651674e-04,9.99900000e-01,2.06895000e+00
+1.23651674e-04,9.99950000e-01,2.11754000e+00
+1.23651674e-04,9.99990000e-01,2.16430000e+00
+3.14557468e-04,5.70000000e+01,2.20892000e+00
+3.14557468e-04,1.00000000e-12,2.25124000e+00
+3.14557468e-04,2.50000000e-02,2.29121000e+00
+3.14557468e-04,5.00000000e-02,2.32924000e+00
+3.14557468e-04,7.50000000e-02,2.36662000e+00
+3.14557468e-04,1.00000000e-01,2.40445000e+00
+3.14557468e-04,1.50000000e-01,2.44265000e+00
+3.14557468e-04,2.00000000e-01,2.48106000e+00
+3.14557468e-04,2.50000000e-01,2.51967000e+00
+3.14557468e-04,3.00000000e-01,2.55926000e+00
+3.14557468e-04,3.50000000e-01,2.60031000e+00
+3.14557468e-04,4.00000000e-01,2.62084000e+00
+3.14557468e-04,4.50000000e-01,2.64086000e+00
+3.14557468e-04,5.00000000e-01,2.65737000e+00
+3.14557468e-04,5.50000000e-01,2.68241000e+00
+3.14557468e-04,6.00000000e-01,2.69152000e+00
+3.14557468e-04,6.50000000e-01,2.69640000e+00
+3.14557468e-04,7.00000000e-01,2.69673000e+00
+3.14557468e-04,7.50000000e-01,2.69746000e+00
+3.14557468e-04,8.00000000e-01,2.69753000e+00
+3.14557468e-04,8.50000000e-01,2.69775000e+00
+3.14557468e-04,9.00000000e-01,2.69765000e+00
+3.14557468e-04,9.25000000e-01,2.32745000e+00
+3.14557468e-04,9.50000000e-01,2.35529000e+00
+3.14557468e-04,9.70000000e-01,2.38286000e+00
+3.14557468e-04,9.90000000e-01,2.40995000e+00
+3.14557468e-04,9.95000000e-01,2.43668000e+00
+3.14557468e-04,9.99000000e-01,2.48939000e+00
+3.14557468e-04,9.99500000e-01,2.54067000e+00
+3.14557468e-04,9.99900000e-01,2.59018000e+00
+3.14557468e-04,9.99950000e-01,2.63758000e+00
+3.14557468e-04,9.99990000e-01,2.68251000e+00
+6.10098560e-04,5.70000000e+01,2.72469000e+00
+6.10098560e-04,1.00000000e-12,2.76406000e+00
+6.10098560e-04,2.50000000e-02,2.80079000e+00
+6.10098560e-04,5.00000000e-02,2.83553000e+00
+6.10098560e-04,7.50000000e-02,2.86997000e+00
+6.10098560e-04,1.00000000e-01,2.90569000e+00
+6.10098560e-04,1.50000000e-01,2.94296000e+00
+6.10098560e-04,2.00000000e-01,2.98208000e+00
+6.10098560e-04,2.50000000e-01,3.02363000e+00
+6.10098560e-04,3.00000000e-01,3.06902000e+00
+6.10098560e-04,3.50000000e-01,3.11882000e+00
+6.10098560e-04,4.00000000e-01,3.14354000e+00
+6.10098560e-04,4.50000000e-01,3.16415000e+00
+6.10098560e-04,5.00000000e-01,3.17664000e+00
+6.10098560e-04,5.50000000e-01,3.19454000e+00
+6.10098560e-04,6.00000000e-01,3.20122000e+00
+6.10098560e-04,6.50000000e-01,3.20432000e+00
+6.10098560e-04,7.00000000e-01,3.20443000e+00
+6.10098560e-04,7.50000000e-01,3.20491000e+00
+6.10098560e-04,8.00000000e-01,3.20496000e+00
+6.10098560e-04,8.50000000e-01,3.20514000e+00
+6.10098560e-04,9.00000000e-01,3.20506000e+00
+6.10098560e-04,9.25000000e-01,2.74509000e+00
+6.10098560e-04,9.50000000e-01,2.77851000e+00
+6.10098560e-04,9.70000000e-01,2.81099000e+00
+6.10098560e-04,9.90000000e-01,2.84183000e+00
+6.10098560e-04,9.95000000e-01,2.87122000e+00
+6.10098560e-04,9.99000000e-01,2.92651000e+00
+6.10098560e-04,9.99500000e-01,2.97667000e+00
+6.10098560e-04,9.99900000e-01,3.02173000e+00
+6.10098560e-04,9.99950000e-01,3.06213000e+00
+6.10098560e-04,9.99990000e-01,3.09897000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z33.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z33.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5df2c80fd5936aceb08f497b285ea38ef94a31f0
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z33.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=33
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.75615000e+00
+1.23651674e-04,9.50000000e-01,1.78271000e+00
+1.23651674e-04,9.70000000e-01,1.80917000e+00
+1.23651674e-04,9.90000000e-01,1.83546000e+00
+1.23651674e-04,9.95000000e-01,1.86161000e+00
+1.23651674e-04,9.99000000e-01,1.91363000e+00
+1.23651674e-04,9.99500000e-01,1.96496000e+00
+1.23651674e-04,9.99900000e-01,2.01524000e+00
+1.23651674e-04,9.99950000e-01,2.06411000e+00
+1.23651674e-04,9.99990000e-01,2.11120000e+00
+3.14557468e-04,5.70000000e+01,2.15619000e+00
+3.14557468e-04,1.00000000e-12,2.19889000e+00
+3.14557468e-04,2.50000000e-02,2.23922000e+00
+3.14557468e-04,5.00000000e-02,2.27758000e+00
+3.14557468e-04,7.50000000e-02,2.31517000e+00
+3.14557468e-04,1.00000000e-01,2.35306000e+00
+3.14557468e-04,1.50000000e-01,2.39113000e+00
+3.14557468e-04,2.00000000e-01,2.42917000e+00
+3.14557468e-04,2.50000000e-01,2.46722000e+00
+3.14557468e-04,3.00000000e-01,2.50625000e+00
+3.14557468e-04,3.50000000e-01,2.54702000e+00
+3.14557468e-04,4.00000000e-01,2.56755000e+00
+3.14557468e-04,4.50000000e-01,2.58762000e+00
+3.14557468e-04,5.00000000e-01,2.60423000e+00
+3.14557468e-04,5.50000000e-01,2.62942000e+00
+3.14557468e-04,6.00000000e-01,2.63859000e+00
+3.14557468e-04,6.50000000e-01,2.64353000e+00
+3.14557468e-04,7.00000000e-01,2.64387000e+00
+3.14557468e-04,7.50000000e-01,2.64461000e+00
+3.14557468e-04,8.00000000e-01,2.64468000e+00
+3.14557468e-04,8.50000000e-01,2.64489000e+00
+3.14557468e-04,9.00000000e-01,2.64480000e+00
+3.14557468e-04,9.25000000e-01,2.26346000e+00
+3.14557468e-04,9.50000000e-01,2.29310000e+00
+3.14557468e-04,9.70000000e-01,2.32228000e+00
+3.14557468e-04,9.90000000e-01,2.35066000e+00
+3.14557468e-04,9.95000000e-01,2.37834000e+00
+3.14557468e-04,9.99000000e-01,2.43206000e+00
+3.14557468e-04,9.99500000e-01,2.48320000e+00
+3.14557468e-04,9.99900000e-01,2.53161000e+00
+3.14557468e-04,9.99950000e-01,2.57729000e+00
+3.14557468e-04,9.99990000e-01,2.62059000e+00
+6.10098560e-04,5.70000000e+01,2.66204000e+00
+6.10098560e-04,1.00000000e-12,2.70181000e+00
+6.10098560e-04,2.50000000e-02,2.74000000e+00
+6.10098560e-04,5.00000000e-02,2.77703000e+00
+6.10098560e-04,7.50000000e-02,2.81405000e+00
+6.10098560e-04,1.00000000e-01,2.85218000e+00
+6.10098560e-04,1.50000000e-01,2.89163000e+00
+6.10098560e-04,2.00000000e-01,2.93275000e+00
+6.10098560e-04,2.50000000e-01,2.97572000e+00
+6.10098560e-04,3.00000000e-01,3.01996000e+00
+6.10098560e-04,3.50000000e-01,3.06420000e+00
+6.10098560e-04,4.00000000e-01,3.08579000e+00
+6.10098560e-04,4.50000000e-01,3.10706000e+00
+6.10098560e-04,5.00000000e-01,3.12377000e+00
+6.10098560e-04,5.50000000e-01,3.14201000e+00
+6.10098560e-04,6.00000000e-01,3.14703000e+00
+6.10098560e-04,6.50000000e-01,3.15076000e+00
+6.10098560e-04,7.00000000e-01,3.15115000e+00
+6.10098560e-04,7.50000000e-01,3.15154000e+00
+6.10098560e-04,8.00000000e-01,3.15161000e+00
+6.10098560e-04,8.50000000e-01,3.15161000e+00
+6.10098560e-04,9.00000000e-01,3.15165000e+00
+6.10098560e-04,9.25000000e-01,2.67720000e+00
+6.10098560e-04,9.50000000e-01,2.71058000e+00
+6.10098560e-04,9.70000000e-01,2.74311000e+00
+6.10098560e-04,9.90000000e-01,2.77415000e+00
+6.10098560e-04,9.95000000e-01,2.80387000e+00
+6.10098560e-04,9.99000000e-01,2.86014000e+00
+6.10098560e-04,9.99500000e-01,2.91165000e+00
+6.10098560e-04,9.99900000e-01,2.95833000e+00
+6.10098560e-04,9.99950000e-01,3.00045000e+00
+6.10098560e-04,9.99990000e-01,3.03884000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z34.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z34.csv
new file mode 100644
index 0000000000000000000000000000000000000000..367c4f6005bf9dda55416ce6418b556cc8a6218a
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z34.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=34
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.70745000e+00
+1.23651674e-04,9.50000000e-01,1.73394000e+00
+1.23651674e-04,9.70000000e-01,1.76029000e+00
+1.23651674e-04,9.90000000e-01,1.78641000e+00
+1.23651674e-04,9.95000000e-01,1.81232000e+00
+1.23651674e-04,9.99000000e-01,1.86367000e+00
+1.23651674e-04,9.99500000e-01,1.91411000e+00
+1.23651674e-04,9.99900000e-01,1.96335000e+00
+1.23651674e-04,9.99950000e-01,2.01119000e+00
+1.23651674e-04,9.99990000e-01,2.05746000e+00
+3.14557468e-04,5.70000000e+01,2.10213000e+00
+3.14557468e-04,1.00000000e-12,2.14506000e+00
+3.14557468e-04,2.50000000e-02,2.18614000e+00
+3.14557468e-04,5.00000000e-02,2.22563000e+00
+3.14557468e-04,7.50000000e-02,2.26440000e+00
+3.14557468e-04,1.00000000e-01,2.30327000e+00
+3.14557468e-04,1.50000000e-01,2.34226000e+00
+3.14557468e-04,2.00000000e-01,2.38156000e+00
+3.14557468e-04,2.50000000e-01,2.42108000e+00
+3.14557468e-04,3.00000000e-01,2.45956000e+00
+3.14557468e-04,3.50000000e-01,2.49546000e+00
+3.14557468e-04,4.00000000e-01,2.51304000e+00
+3.14557468e-04,4.50000000e-01,2.53343000e+00
+3.14557468e-04,5.00000000e-01,2.55360000e+00
+3.14557468e-04,5.50000000e-01,2.57897000e+00
+3.14557468e-04,6.00000000e-01,2.58614000e+00
+3.14557468e-04,6.50000000e-01,2.59156000e+00
+3.14557468e-04,7.00000000e-01,2.59216000e+00
+3.14557468e-04,7.50000000e-01,2.59277000e+00
+3.14557468e-04,8.00000000e-01,2.59288000e+00
+3.14557468e-04,8.50000000e-01,2.59290000e+00
+3.14557468e-04,9.00000000e-01,2.59294000e+00
+3.14557468e-04,9.25000000e-01,2.19385000e+00
+3.14557468e-04,9.50000000e-01,2.22461000e+00
+3.14557468e-04,9.70000000e-01,2.25491000e+00
+3.14557468e-04,9.90000000e-01,2.28441000e+00
+3.14557468e-04,9.95000000e-01,2.31321000e+00
+3.14557468e-04,9.99000000e-01,2.36911000e+00
+3.14557468e-04,9.99500000e-01,2.42233000e+00
+3.14557468e-04,9.99900000e-01,2.47266000e+00
+3.14557468e-04,9.99950000e-01,2.52008000e+00
+3.14557468e-04,9.99990000e-01,2.56487000e+00
+6.10098560e-04,5.70000000e+01,2.60755000e+00
+6.10098560e-04,1.00000000e-12,2.64824000e+00
+6.10098560e-04,2.50000000e-02,2.68706000e+00
+6.10098560e-04,5.00000000e-02,2.72445000e+00
+6.10098560e-04,7.50000000e-02,2.76172000e+00
+6.10098560e-04,1.00000000e-01,2.80006000e+00
+6.10098560e-04,1.50000000e-01,2.83969000e+00
+6.10098560e-04,2.00000000e-01,2.88091000e+00
+6.10098560e-04,2.50000000e-01,2.92384000e+00
+6.10098560e-04,3.00000000e-01,2.96790000e+00
+6.10098560e-04,3.50000000e-01,3.01181000e+00
+6.10098560e-04,4.00000000e-01,3.03325000e+00
+6.10098560e-04,4.50000000e-01,3.05452000e+00
+6.10098560e-04,5.00000000e-01,3.07140000e+00
+6.10098560e-04,5.50000000e-01,3.08988000e+00
+6.10098560e-04,6.00000000e-01,3.09495000e+00
+6.10098560e-04,6.50000000e-01,3.09875000e+00
+6.10098560e-04,7.00000000e-01,3.09915000e+00
+6.10098560e-04,7.50000000e-01,3.09954000e+00
+6.10098560e-04,8.00000000e-01,3.09962000e+00
+6.10098560e-04,8.50000000e-01,3.09961000e+00
+6.10098560e-04,9.00000000e-01,3.09966000e+00
+6.10098560e-04,9.25000000e-01,2.61423000e+00
+6.10098560e-04,9.50000000e-01,2.63765000e+00
+6.10098560e-04,9.70000000e-01,2.66251000e+00
+6.10098560e-04,9.90000000e-01,2.68988000e+00
+6.10098560e-04,9.95000000e-01,2.71944000e+00
+6.10098560e-04,9.99000000e-01,2.78240000e+00
+6.10098560e-04,9.99500000e-01,2.84553000e+00
+6.10098560e-04,9.99900000e-01,2.90221000e+00
+6.10098560e-04,9.99950000e-01,2.95040000e+00
+6.10098560e-04,9.99990000e-01,2.98921000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z35.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z35.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76f8f4ed542a34ea81dcfd65d6ea450e6ce29e2d
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z35.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=35
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.65570000e+00
+1.23651674e-04,9.50000000e-01,1.68250000e+00
+1.23651674e-04,9.70000000e-01,1.70916000e+00
+1.23651674e-04,9.90000000e-01,1.73556000e+00
+1.23651674e-04,9.95000000e-01,1.76174000e+00
+1.23651674e-04,9.99000000e-01,1.81358000e+00
+1.23651674e-04,9.99500000e-01,1.86440000e+00
+1.23651674e-04,9.99900000e-01,1.91393000e+00
+1.23651674e-04,9.99950000e-01,1.96197000e+00
+1.23651674e-04,9.99990000e-01,2.00838000e+00
+3.14557468e-04,5.70000000e+01,2.05317000e+00
+3.14557468e-04,1.00000000e-12,2.09622000e+00
+3.14557468e-04,2.50000000e-02,2.13741000e+00
+3.14557468e-04,5.00000000e-02,2.17699000e+00
+3.14557468e-04,7.50000000e-02,2.21587000e+00
+3.14557468e-04,1.00000000e-01,2.25485000e+00
+3.14557468e-04,1.50000000e-01,2.29391000e+00
+3.14557468e-04,2.00000000e-01,2.33317000e+00
+3.14557468e-04,2.50000000e-01,2.37240000e+00
+3.14557468e-04,3.00000000e-01,2.41032000e+00
+3.14557468e-04,3.50000000e-01,2.44539000e+00
+3.14557468e-04,4.00000000e-01,2.46260000e+00
+3.14557468e-04,4.50000000e-01,2.48299000e+00
+3.14557468e-04,5.00000000e-01,2.50353000e+00
+3.14557468e-04,5.50000000e-01,2.52898000e+00
+3.14557468e-04,6.00000000e-01,2.53602000e+00
+3.14557468e-04,6.50000000e-01,2.54143000e+00
+3.14557468e-04,7.00000000e-01,2.54204000e+00
+3.14557468e-04,7.50000000e-01,2.54266000e+00
+3.14557468e-04,8.00000000e-01,2.54275000e+00
+3.14557468e-04,8.50000000e-01,2.54278000e+00
+3.14557468e-04,9.00000000e-01,2.54325000e+00
+3.14557468e-04,9.25000000e-01,2.13915000e+00
+3.14557468e-04,9.50000000e-01,2.16762000e+00
+3.14557468e-04,9.70000000e-01,2.19587000e+00
+3.14557468e-04,9.90000000e-01,2.22376000e+00
+3.14557468e-04,9.95000000e-01,2.25137000e+00
+3.14557468e-04,9.99000000e-01,2.30604000e+00
+3.14557468e-04,9.99500000e-01,2.35957000e+00
+3.14557468e-04,9.99900000e-01,2.41160000e+00
+3.14557468e-04,9.99950000e-01,2.46174000e+00
+3.14557468e-04,9.99990000e-01,2.50963000e+00
+6.10098560e-04,5.70000000e+01,2.55495000e+00
+6.10098560e-04,1.00000000e-12,2.59754000e+00
+6.10098560e-04,2.50000000e-02,2.63746000e+00
+6.10098560e-04,5.00000000e-02,2.67522000e+00
+6.10098560e-04,7.50000000e-02,2.71229000e+00
+6.10098560e-04,1.00000000e-01,2.75002000e+00
+6.10098560e-04,1.50000000e-01,2.78852000e+00
+6.10098560e-04,2.00000000e-01,2.82789000e+00
+6.10098560e-04,2.50000000e-01,2.86866000e+00
+6.10098560e-04,3.00000000e-01,2.91265000e+00
+6.10098560e-04,3.50000000e-01,2.96106000e+00
+6.10098560e-04,4.00000000e-01,2.98529000e+00
+6.10098560e-04,4.50000000e-01,3.00587000e+00
+6.10098560e-04,5.00000000e-01,3.01883000e+00
+6.10098560e-04,5.50000000e-01,3.03718000e+00
+6.10098560e-04,6.00000000e-01,3.04390000e+00
+6.10098560e-04,6.50000000e-01,3.04713000e+00
+6.10098560e-04,7.00000000e-01,3.04730000e+00
+6.10098560e-04,7.50000000e-01,3.04781000e+00
+6.10098560e-04,8.00000000e-01,3.04780000e+00
+6.10098560e-04,8.50000000e-01,3.04805000e+00
+6.10098560e-04,9.00000000e-01,3.05090000e+00
+6.10098560e-04,9.25000000e-01,2.54074000e+00
+6.10098560e-04,9.50000000e-01,2.57434000e+00
+6.10098560e-04,9.70000000e-01,2.60717000e+00
+6.10098560e-04,9.90000000e-01,2.63866000e+00
+6.10098560e-04,9.95000000e-01,2.66896000e+00
+6.10098560e-04,9.99000000e-01,2.72676000e+00
+6.10098560e-04,9.99500000e-01,2.78032000e+00
+6.10098560e-04,9.99900000e-01,2.82957000e+00
+6.10098560e-04,9.99950000e-01,2.87478000e+00
+6.10098560e-04,9.99990000e-01,2.91677000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z36.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z36.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bce06d4efe5b93bf4d27898efea9d8f49982638b
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z36.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=36
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.60753000e+00
+1.23651674e-04,9.50000000e-01,1.63443000e+00
+1.23651674e-04,9.70000000e-01,1.66118000e+00
+1.23651674e-04,9.90000000e-01,1.68766000e+00
+1.23651674e-04,9.95000000e-01,1.71392000e+00
+1.23651674e-04,9.99000000e-01,1.76585000e+00
+1.23651674e-04,9.99500000e-01,1.81669000e+00
+1.23651674e-04,9.99900000e-01,1.86619000e+00
+1.23651674e-04,9.99950000e-01,1.91415000e+00
+1.23651674e-04,9.99990000e-01,1.96052000e+00
+3.14557468e-04,5.70000000e+01,2.00534000e+00
+3.14557468e-04,1.00000000e-12,2.04852000e+00
+3.14557468e-04,2.50000000e-02,2.08991000e+00
+3.14557468e-04,5.00000000e-02,2.12974000e+00
+3.14557468e-04,7.50000000e-02,2.16884000e+00
+3.14557468e-04,1.00000000e-01,2.20797000e+00
+3.14557468e-04,1.50000000e-01,2.24704000e+00
+3.14557468e-04,2.00000000e-01,2.28611000e+00
+3.14557468e-04,2.50000000e-01,2.32494000e+00
+3.14557468e-04,3.00000000e-01,2.36236000e+00
+3.14557468e-04,3.50000000e-01,2.39705000e+00
+3.14557468e-04,4.00000000e-01,2.41417000e+00
+3.14557468e-04,4.50000000e-01,2.43465000e+00
+3.14557468e-04,5.00000000e-01,2.45529000e+00
+3.14557468e-04,5.50000000e-01,2.48024000e+00
+3.14557468e-04,6.00000000e-01,2.48701000e+00
+3.14557468e-04,6.50000000e-01,2.49228000e+00
+3.14557468e-04,7.00000000e-01,2.49290000e+00
+3.14557468e-04,7.50000000e-01,2.49349000e+00
+3.14557468e-04,8.00000000e-01,2.49357000e+00
+3.14557468e-04,8.50000000e-01,2.49363000e+00
+3.14557468e-04,9.00000000e-01,2.49410000e+00
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+3.14557468e-04,9.50000000e-01,2.11173000e+00
+3.14557468e-04,9.70000000e-01,2.13951000e+00
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+3.14557468e-04,9.95000000e-01,2.19426000e+00
+3.14557468e-04,9.99000000e-01,2.24845000e+00
+3.14557468e-04,9.99500000e-01,2.30179000e+00
+3.14557468e-04,9.99900000e-01,2.35395000e+00
+3.14557468e-04,9.99950000e-01,2.40455000e+00
+3.14557468e-04,9.99990000e-01,2.45325000e+00
+6.10098560e-04,5.70000000e+01,2.49975000e+00
+6.10098560e-04,1.00000000e-12,2.54382000e+00
+6.10098560e-04,2.50000000e-02,2.58547000e+00
+6.10098560e-04,5.00000000e-02,2.62504000e+00
+6.10098560e-04,7.50000000e-02,2.66373000e+00
+6.10098560e-04,1.00000000e-01,2.70259000e+00
+6.10098560e-04,1.50000000e-01,2.74159000e+00
+6.10098560e-04,2.00000000e-01,2.78073000e+00
+6.10098560e-04,2.50000000e-01,2.82054000e+00
+6.10098560e-04,3.00000000e-01,2.86333000e+00
+6.10098560e-04,3.50000000e-01,2.91094000e+00
+6.10098560e-04,4.00000000e-01,2.93499000e+00
+6.10098560e-04,4.50000000e-01,2.95551000e+00
+6.10098560e-04,5.00000000e-01,2.96849000e+00
+6.10098560e-04,5.50000000e-01,2.98691000e+00
+6.10098560e-04,6.00000000e-01,2.99367000e+00
+6.10098560e-04,6.50000000e-01,2.99701000e+00
+6.10098560e-04,7.00000000e-01,2.99719000e+00
+6.10098560e-04,7.50000000e-01,2.99771000e+00
+6.10098560e-04,8.00000000e-01,2.99773000e+00
+6.10098560e-04,8.50000000e-01,2.99792000e+00
+6.10098560e-04,9.00000000e-01,3.00122000e+00
+6.10098560e-04,9.25000000e-01,2.48461000e+00
+6.10098560e-04,9.50000000e-01,2.51439000e+00
+6.10098560e-04,9.70000000e-01,2.54384000e+00
+6.10098560e-04,9.90000000e-01,2.57272000e+00
+6.10098560e-04,9.95000000e-01,2.60116000e+00
+6.10098560e-04,9.99000000e-01,2.65722000e+00
+6.10098560e-04,9.99500000e-01,2.71171000e+00
+6.10098560e-04,9.99900000e-01,2.76421000e+00
+6.10098560e-04,9.99950000e-01,2.81432000e+00
+6.10098560e-04,9.99990000e-01,2.86165000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z37.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z37.csv
new file mode 100644
index 0000000000000000000000000000000000000000..979b52636f9ee2928305d46bfeb85ef2b870f117
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z37.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=37
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.56259000e+00
+1.23651674e-04,9.50000000e-01,1.58851000e+00
+1.23651674e-04,9.70000000e-01,1.61438000e+00
+1.23651674e-04,9.90000000e-01,1.64017000e+00
+1.23651674e-04,9.95000000e-01,1.66591000e+00
+1.23651674e-04,9.99000000e-01,1.71732000e+00
+1.23651674e-04,9.99500000e-01,1.76831000e+00
+1.23651674e-04,9.99900000e-01,1.81856000e+00
+1.23651674e-04,9.99950000e-01,1.86771000e+00
+1.23651674e-04,9.99990000e-01,1.91537000e+00
+3.14557468e-04,5.70000000e+01,1.96120000e+00
+3.14557468e-04,1.00000000e-12,2.00498000e+00
+3.14557468e-04,2.50000000e-02,2.04653000e+00
+3.14557468e-04,5.00000000e-02,2.08615000e+00
+3.14557468e-04,7.50000000e-02,2.12482000e+00
+3.14557468e-04,1.00000000e-01,2.16339000e+00
+3.14557468e-04,1.50000000e-01,2.20160000e+00
+3.14557468e-04,2.00000000e-01,2.23908000e+00
+3.14557468e-04,2.50000000e-01,2.27569000e+00
+3.14557468e-04,3.00000000e-01,2.31246000e+00
+3.14557468e-04,3.50000000e-01,2.35044000e+00
+3.14557468e-04,4.00000000e-01,2.36981000e+00
+3.14557468e-04,4.50000000e-01,2.38985000e+00
+3.14557468e-04,5.00000000e-01,2.40740000e+00
+3.14557468e-04,5.50000000e-01,2.43185000e+00
+3.14557468e-04,6.00000000e-01,2.43997000e+00
+3.14557468e-04,6.50000000e-01,2.44484000e+00
+3.14557468e-04,7.00000000e-01,2.44526000e+00
+3.14557468e-04,7.50000000e-01,2.44591000e+00
+3.14557468e-04,8.00000000e-01,2.44596000e+00
+3.14557468e-04,8.50000000e-01,2.44616000e+00
+3.14557468e-04,9.00000000e-01,2.44607000e+00
+3.14557468e-04,9.25000000e-01,2.03029000e+00
+3.14557468e-04,9.50000000e-01,2.05828000e+00
+3.14557468e-04,9.70000000e-01,2.08610000e+00
+3.14557468e-04,9.90000000e-01,2.11365000e+00
+3.14557468e-04,9.95000000e-01,2.14103000e+00
+3.14557468e-04,9.99000000e-01,2.19550000e+00
+3.14557468e-04,9.99500000e-01,2.24920000e+00
+3.14557468e-04,9.99900000e-01,2.30180000e+00
+3.14557468e-04,9.99950000e-01,2.35295000e+00
+3.14557468e-04,9.99990000e-01,2.40227000e+00
+6.10098560e-04,5.70000000e+01,2.44945000e+00
+6.10098560e-04,1.00000000e-12,2.49426000e+00
+6.10098560e-04,2.50000000e-02,2.53667000e+00
+6.10098560e-04,5.00000000e-02,2.57698000e+00
+6.10098560e-04,7.50000000e-02,2.61633000e+00
+6.10098560e-04,1.00000000e-01,2.65569000e+00
+6.10098560e-04,1.50000000e-01,2.69497000e+00
+6.10098560e-04,2.00000000e-01,2.73412000e+00
+6.10098560e-04,2.50000000e-01,2.77363000e+00
+6.10098560e-04,3.00000000e-01,2.81582000e+00
+6.10098560e-04,3.50000000e-01,2.86265000e+00
+6.10098560e-04,4.00000000e-01,2.88631000e+00
+6.10098560e-04,4.50000000e-01,2.90664000e+00
+6.10098560e-04,5.00000000e-01,2.91972000e+00
+6.10098560e-04,5.50000000e-01,2.93824000e+00
+6.10098560e-04,6.00000000e-01,2.94500000e+00
+6.10098560e-04,6.50000000e-01,2.94839000e+00
+6.10098560e-04,7.00000000e-01,2.94856000e+00
+6.10098560e-04,7.50000000e-01,2.94907000e+00
+6.10098560e-04,8.00000000e-01,2.94914000e+00
+6.10098560e-04,8.50000000e-01,2.94927000e+00
+6.10098560e-04,9.00000000e-01,2.94921000e+00
+6.10098560e-04,9.25000000e-01,2.42425000e+00
+6.10098560e-04,9.50000000e-01,2.45442000e+00
+6.10098560e-04,9.70000000e-01,2.48428000e+00
+6.10098560e-04,9.90000000e-01,2.51359000e+00
+6.10098560e-04,9.95000000e-01,2.54250000e+00
+6.10098560e-04,9.99000000e-01,2.59954000e+00
+6.10098560e-04,9.99500000e-01,2.65505000e+00
+6.10098560e-04,9.99900000e-01,2.70862000e+00
+6.10098560e-04,9.99950000e-01,2.75984000e+00
+6.10098560e-04,9.99990000e-01,2.80830000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z38.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z38.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cdfeea7af8e4967b25e47f8daa78b4215ec2248
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z38.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=38
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.51706000e+00
+1.23651674e-04,9.50000000e-01,1.54278000e+00
+1.23651674e-04,9.70000000e-01,1.56847000e+00
+1.23651674e-04,9.90000000e-01,1.59411000e+00
+1.23651674e-04,9.95000000e-01,1.61973000e+00
+1.23651674e-04,9.99000000e-01,1.67095000e+00
+1.23651674e-04,9.99500000e-01,1.72186000e+00
+1.23651674e-04,9.99900000e-01,1.77214000e+00
+1.23651674e-04,9.99950000e-01,1.82142000e+00
+1.23651674e-04,9.99990000e-01,1.86934000e+00
+3.14557468e-04,5.70000000e+01,1.91554000e+00
+3.14557468e-04,1.00000000e-12,1.95978000e+00
+3.14557468e-04,2.50000000e-02,2.00186000e+00
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+3.14557468e-04,1.50000000e-01,2.15839000e+00
+3.14557468e-04,2.00000000e-01,2.19572000e+00
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+3.14557468e-04,3.00000000e-01,2.26791000e+00
+3.14557468e-04,3.50000000e-01,2.30500000e+00
+3.14557468e-04,4.00000000e-01,2.32395000e+00
+3.14557468e-04,4.50000000e-01,2.34373000e+00
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+6.10098560e-04,3.00000000e-01,2.77015000e+00
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+6.10098560e-04,7.00000000e-01,2.90000000e+00
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+6.10098560e-04,9.50000000e-01,2.39820000e+00
+6.10098560e-04,9.70000000e-01,2.43104000e+00
+6.10098560e-04,9.90000000e-01,2.46278000e+00
+6.10098560e-04,9.95000000e-01,2.49354000e+00
+6.10098560e-04,9.99000000e-01,2.55276000e+00
+6.10098560e-04,9.99500000e-01,2.60843000e+00
+6.10098560e-04,9.99900000e-01,2.66042000e+00
+6.10098560e-04,9.99950000e-01,2.70889000e+00
+6.10098560e-04,9.99990000e-01,2.75445000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z39.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z39.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed2284e109b5ba49d1b4bf54a19dd401384be3cb
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z39.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=39
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.47356000e+00
+1.23651674e-04,9.50000000e-01,1.49902000e+00
+1.23651674e-04,9.70000000e-01,1.52446000e+00
+1.23651674e-04,9.90000000e-01,1.54988000e+00
+1.23651674e-04,9.95000000e-01,1.57531000e+00
+1.23651674e-04,9.99000000e-01,1.62621000e+00
+1.23651674e-04,9.99500000e-01,1.67691000e+00
+1.23651674e-04,9.99900000e-01,1.72709000e+00
+1.23651674e-04,9.99950000e-01,1.77641000e+00
+1.23651674e-04,9.99990000e-01,1.82447000e+00
+3.14557468e-04,5.70000000e+01,1.87095000e+00
+3.14557468e-04,1.00000000e-12,1.91557000e+00
+3.14557468e-04,2.50000000e-02,1.95812000e+00
+3.14557468e-04,5.00000000e-02,1.99881000e+00
+3.14557468e-04,7.50000000e-02,2.03844000e+00
+3.14557468e-04,1.00000000e-01,2.07769000e+00
+3.14557468e-04,1.50000000e-01,2.11619000e+00
+3.14557468e-04,2.00000000e-01,2.15346000e+00
+3.14557468e-04,2.50000000e-01,2.18924000e+00
+3.14557468e-04,3.00000000e-01,2.22460000e+00
+3.14557468e-04,3.50000000e-01,2.26078000e+00
+3.14557468e-04,4.00000000e-01,2.27931000e+00
+3.14557468e-04,4.50000000e-01,2.29900000e+00
+3.14557468e-04,5.00000000e-01,2.31666000e+00
+3.14557468e-04,5.50000000e-01,2.34016000e+00
+3.14557468e-04,6.00000000e-01,2.34753000e+00
+3.14557468e-04,6.50000000e-01,2.35225000e+00
+3.14557468e-04,7.00000000e-01,2.35270000e+00
+3.14557468e-04,7.50000000e-01,2.35330000e+00
+3.14557468e-04,8.00000000e-01,2.35334000e+00
+3.14557468e-04,8.50000000e-01,2.35352000e+00
+3.14557468e-04,9.00000000e-01,2.35391000e+00
+3.14557468e-04,9.25000000e-01,1.93566000e+00
+3.14557468e-04,9.50000000e-01,1.96317000e+00
+3.14557468e-04,9.70000000e-01,1.99056000e+00
+3.14557468e-04,9.90000000e-01,2.01774000e+00
+3.14557468e-04,9.95000000e-01,2.04479000e+00
+3.14557468e-04,9.99000000e-01,2.09870000e+00
+3.14557468e-04,9.99500000e-01,2.15204000e+00
+3.14557468e-04,9.99900000e-01,2.20448000e+00
+3.14557468e-04,9.99950000e-01,2.25567000e+00
+3.14557468e-04,9.99990000e-01,2.30528000e+00
+6.10098560e-04,5.70000000e+01,2.35297000e+00
+6.10098560e-04,1.00000000e-12,2.39853000e+00
+6.10098560e-04,2.50000000e-02,2.44188000e+00
+6.10098560e-04,5.00000000e-02,2.48330000e+00
+6.10098560e-04,7.50000000e-02,2.52380000e+00
+6.10098560e-04,1.00000000e-01,2.56426000e+00
+6.10098560e-04,1.50000000e-01,2.60452000e+00
+6.10098560e-04,2.00000000e-01,2.64437000e+00
+6.10098560e-04,2.50000000e-01,2.68407000e+00
+6.10098560e-04,3.00000000e-01,2.72545000e+00
+6.10098560e-04,3.50000000e-01,2.76994000e+00
+6.10098560e-04,4.00000000e-01,2.79205000e+00
+6.10098560e-04,4.50000000e-01,2.81141000e+00
+6.10098560e-04,5.00000000e-01,2.82443000e+00
+6.10098560e-04,5.50000000e-01,2.84265000e+00
+6.10098560e-04,6.00000000e-01,2.84913000e+00
+6.10098560e-04,6.50000000e-01,2.85247000e+00
+6.10098560e-04,7.00000000e-01,2.85269000e+00
+6.10098560e-04,7.50000000e-01,2.85321000e+00
+6.10098560e-04,8.00000000e-01,2.85322000e+00
+6.10098560e-04,8.50000000e-01,2.85333000e+00
+6.10098560e-04,9.00000000e-01,2.85736000e+00
+6.10098560e-04,9.25000000e-01,2.31868000e+00
+6.10098560e-04,9.50000000e-01,2.35047000e+00
+6.10098560e-04,9.70000000e-01,2.38179000e+00
+6.10098560e-04,9.90000000e-01,2.41230000e+00
+6.10098560e-04,9.95000000e-01,2.44212000e+00
+6.10098560e-04,9.99000000e-01,2.50019000e+00
+6.10098560e-04,9.99500000e-01,2.55571000e+00
+6.10098560e-04,9.99900000e-01,2.60837000e+00
+6.10098560e-04,9.99950000e-01,2.65809000e+00
+6.10098560e-04,9.99990000e-01,2.70497000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z4.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z4.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df8a380a4eef7d467ecc83e0daa59e02e5687f85
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z4.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=4
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.05804000e+00
+1.23651674e-04,9.50000000e-01,6.10211000e+00
+1.23651674e-04,9.70000000e-01,6.14022000e+00
+1.23651674e-04,9.90000000e-01,6.16785000e+00
+1.23651674e-04,9.95000000e-01,6.18636000e+00
+1.23651674e-04,9.99000000e-01,6.20347000e+00
+1.23651674e-04,9.99500000e-01,6.19673000e+00
+1.23651674e-04,9.99900000e-01,6.17238000e+00
+1.23651674e-04,9.99950000e-01,6.13343000e+00
+1.23651674e-04,9.99990000e-01,6.08357000e+00
+3.14557468e-04,5.70000000e+01,6.02734000e+00
+3.14557468e-04,1.00000000e-12,5.96559000e+00
+3.14557468e-04,2.50000000e-02,5.89835000e+00
+3.14557468e-04,5.00000000e-02,5.82647000e+00
+3.14557468e-04,7.50000000e-02,5.75308000e+00
+3.14557468e-04,1.00000000e-01,5.68153000e+00
+3.14557468e-04,1.50000000e-01,5.61373000e+00
+3.14557468e-04,2.00000000e-01,5.55282000e+00
+3.14557468e-04,2.50000000e-01,5.50199000e+00
+3.14557468e-04,3.00000000e-01,5.46186000e+00
+3.14557468e-04,3.50000000e-01,5.42980000e+00
+3.14557468e-04,4.00000000e-01,5.41430000e+00
+3.14557468e-04,4.50000000e-01,5.39840000e+00
+3.14557468e-04,5.00000000e-01,5.38552000e+00
+3.14557468e-04,5.50000000e-01,5.37296000e+00
+3.14557468e-04,6.00000000e-01,5.36981000e+00
+3.14557468e-04,6.50000000e-01,5.36728000e+00
+3.14557468e-04,7.00000000e-01,5.36697000e+00
+3.14557468e-04,7.50000000e-01,5.36675000e+00
+3.14557468e-04,8.00000000e-01,5.36671000e+00
+3.14557468e-04,8.50000000e-01,5.36669000e+00
+3.14557468e-04,9.00000000e-01,5.36670000e+00
+3.14557468e-04,9.25000000e-01,6.71333000e+00
+3.14557468e-04,9.50000000e-01,6.75747000e+00
+3.14557468e-04,9.70000000e-01,6.79258000e+00
+3.14557468e-04,9.90000000e-01,6.81187000e+00
+3.14557468e-04,9.95000000e-01,6.81756000e+00
+3.14557468e-04,9.99000000e-01,6.80037000e+00
+3.14557468e-04,9.99500000e-01,6.75105000e+00
+3.14557468e-04,9.99900000e-01,6.68085000e+00
+3.14557468e-04,9.99950000e-01,6.59398000e+00
+3.14557468e-04,9.99990000e-01,6.49459000e+00
+6.10098560e-04,5.70000000e+01,6.38777000e+00
+6.10098560e-04,1.00000000e-12,6.27525000e+00
+6.10098560e-04,2.50000000e-02,6.15856000e+00
+6.10098560e-04,5.00000000e-02,6.04009000e+00
+6.10098560e-04,7.50000000e-02,5.92351000e+00
+6.10098560e-04,1.00000000e-01,5.81257000e+00
+6.10098560e-04,1.50000000e-01,5.70869000e+00
+6.10098560e-04,2.00000000e-01,5.61332000e+00
+6.10098560e-04,2.50000000e-01,5.52851000e+00
+6.10098560e-04,3.00000000e-01,5.45658000e+00
+6.10098560e-04,3.50000000e-01,5.39647000e+00
+6.10098560e-04,4.00000000e-01,5.36785000e+00
+6.10098560e-04,4.50000000e-01,5.33863000e+00
+6.10098560e-04,5.00000000e-01,5.31555000e+00
+6.10098560e-04,5.50000000e-01,5.29576000e+00
+6.10098560e-04,6.00000000e-01,5.29096000e+00
+6.10098560e-04,6.50000000e-01,5.28701000e+00
+6.10098560e-04,7.00000000e-01,5.28650000e+00
+6.10098560e-04,7.50000000e-01,5.28606000e+00
+6.10098560e-04,8.00000000e-01,5.28599000e+00
+6.10098560e-04,8.50000000e-01,5.28599000e+00
+6.10098560e-04,9.00000000e-01,5.28588000e+00
+6.10098560e-04,9.25000000e-01,7.18026000e+00
+6.10098560e-04,9.50000000e-01,7.22140000e+00
+6.10098560e-04,9.70000000e-01,7.25081000e+00
+6.10098560e-04,9.90000000e-01,7.25973000e+00
+6.10098560e-04,9.95000000e-01,7.25123000e+00
+6.10098560e-04,9.99000000e-01,7.19874000e+00
+6.10098560e-04,9.99500000e-01,7.10800000e+00
+6.10098560e-04,9.99900000e-01,6.99493000e+00
+6.10098560e-04,9.99950000e-01,6.86519000e+00
+6.10098560e-04,9.99990000e-01,6.72390000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z40.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z40.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf9dc3c29c15a67b56961c96d2ec8a0e9c3c5620
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z40.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=40
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.43365000e+00
+1.23651674e-04,9.50000000e-01,1.45867000e+00
+1.23651674e-04,9.70000000e-01,1.48368000e+00
+1.23651674e-04,9.90000000e-01,1.50869000e+00
+1.23651674e-04,9.95000000e-01,1.53373000e+00
+1.23651674e-04,9.99000000e-01,1.58396000e+00
+1.23651674e-04,9.99500000e-01,1.63409000e+00
+1.23651674e-04,9.99900000e-01,1.68386000e+00
+1.23651674e-04,9.99950000e-01,1.73290000e+00
+1.23651674e-04,9.99990000e-01,1.78088000e+00
+3.14557468e-04,5.70000000e+01,1.82744000e+00
+3.14557468e-04,1.00000000e-12,1.87232000e+00
+3.14557468e-04,2.50000000e-02,1.91530000e+00
+3.14557468e-04,5.00000000e-02,1.95652000e+00
+3.14557468e-04,7.50000000e-02,1.99670000e+00
+3.14557468e-04,1.00000000e-01,2.03642000e+00
+3.14557468e-04,1.50000000e-01,2.07525000e+00
+3.14557468e-04,2.00000000e-01,2.11264000e+00
+3.14557468e-04,2.50000000e-01,2.14826000e+00
+3.14557468e-04,3.00000000e-01,2.18311000e+00
+3.14557468e-04,3.50000000e-01,2.21836000e+00
+3.14557468e-04,4.00000000e-01,2.23638000e+00
+3.14557468e-04,4.50000000e-01,2.25587000e+00
+3.14557468e-04,5.00000000e-01,2.27362000e+00
+3.14557468e-04,5.50000000e-01,2.29645000e+00
+3.14557468e-04,6.00000000e-01,2.30331000e+00
+3.14557468e-04,6.50000000e-01,2.30791000e+00
+3.14557468e-04,7.00000000e-01,2.30838000e+00
+3.14557468e-04,7.50000000e-01,2.30894000e+00
+3.14557468e-04,8.00000000e-01,2.30897000e+00
+3.14557468e-04,8.50000000e-01,2.30915000e+00
+3.14557468e-04,9.00000000e-01,2.30958000e+00
+3.14557468e-04,9.25000000e-01,1.87938000e+00
+3.14557468e-04,9.50000000e-01,1.90757000e+00
+3.14557468e-04,9.70000000e-01,1.93564000e+00
+3.14557468e-04,9.90000000e-01,1.96351000e+00
+3.14557468e-04,9.95000000e-01,1.99126000e+00
+3.14557468e-04,9.99000000e-01,2.04658000e+00
+3.14557468e-04,9.99500000e-01,2.10129000e+00
+3.14557468e-04,9.99900000e-01,2.15504000e+00
+3.14557468e-04,9.99950000e-01,2.20748000e+00
+3.14557468e-04,9.99990000e-01,2.25820000e+00
+6.10098560e-04,5.70000000e+01,2.30687000e+00
+6.10098560e-04,1.00000000e-12,2.35323000e+00
+6.10098560e-04,2.50000000e-02,2.39720000e+00
+6.10098560e-04,5.00000000e-02,2.43905000e+00
+6.10098560e-04,7.50000000e-02,2.47986000e+00
+6.10098560e-04,1.00000000e-01,2.52056000e+00
+6.10098560e-04,1.50000000e-01,2.56094000e+00
+6.10098560e-04,2.00000000e-01,2.60079000e+00
+6.10098560e-04,2.50000000e-01,2.64029000e+00
+6.10098560e-04,3.00000000e-01,2.68130000e+00
+6.10098560e-04,3.50000000e-01,2.72521000e+00
+6.10098560e-04,4.00000000e-01,2.74698000e+00
+6.10098560e-04,4.50000000e-01,2.76607000e+00
+6.10098560e-04,5.00000000e-01,2.77890000e+00
+6.10098560e-04,5.50000000e-01,2.79666000e+00
+6.10098560e-04,6.00000000e-01,2.80291000e+00
+6.10098560e-04,6.50000000e-01,2.80611000e+00
+6.10098560e-04,7.00000000e-01,2.80633000e+00
+6.10098560e-04,7.50000000e-01,2.80682000e+00
+6.10098560e-04,8.00000000e-01,2.80681000e+00
+6.10098560e-04,8.50000000e-01,2.80699000e+00
+6.10098560e-04,9.00000000e-01,2.81104000e+00
+6.10098560e-04,9.25000000e-01,2.25480000e+00
+6.10098560e-04,9.50000000e-01,2.28821000e+00
+6.10098560e-04,9.70000000e-01,2.32106000e+00
+6.10098560e-04,9.90000000e-01,2.35294000e+00
+6.10098560e-04,9.95000000e-01,2.38398000e+00
+6.10098560e-04,9.99000000e-01,2.44406000e+00
+6.10098560e-04,9.99500000e-01,2.50101000e+00
+6.10098560e-04,9.99900000e-01,2.55466000e+00
+6.10098560e-04,9.99950000e-01,2.60513000e+00
+6.10098560e-04,9.99990000e-01,2.65290000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z41.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z41.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9925410356890211866408af4274fbbb02f9a1a8
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z41.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=41
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.39498000e+00
+1.23651674e-04,9.50000000e-01,1.41945000e+00
+1.23651674e-04,9.70000000e-01,1.44394000e+00
+1.23651674e-04,9.90000000e-01,1.46846000e+00
+1.23651674e-04,9.95000000e-01,1.49305000e+00
+1.23651674e-04,9.99000000e-01,1.54245000e+00
+1.23651674e-04,9.99500000e-01,1.59189000e+00
+1.23651674e-04,9.99900000e-01,1.64110000e+00
+1.23651674e-04,9.99950000e-01,1.68978000e+00
+1.23651674e-04,9.99990000e-01,1.73759000e+00
+3.14557468e-04,5.70000000e+01,1.78419000e+00
+3.14557468e-04,1.00000000e-12,1.82933000e+00
+3.14557468e-04,2.50000000e-02,1.87280000e+00
+3.14557468e-04,5.00000000e-02,1.91467000e+00
+3.14557468e-04,7.50000000e-02,1.95562000e+00
+3.14557468e-04,1.00000000e-01,1.99610000e+00
+3.14557468e-04,1.50000000e-01,2.03566000e+00
+3.14557468e-04,2.00000000e-01,2.07365000e+00
+3.14557468e-04,2.50000000e-01,2.10960000e+00
+3.14557468e-04,3.00000000e-01,2.14417000e+00
+3.14557468e-04,3.50000000e-01,2.17809000e+00
+3.14557468e-04,4.00000000e-01,2.19493000e+00
+3.14557468e-04,4.50000000e-01,2.21300000e+00
+3.14557468e-04,5.00000000e-01,2.22965000e+00
+3.14557468e-04,5.50000000e-01,2.25249000e+00
+3.14557468e-04,6.00000000e-01,2.25993000e+00
+3.14557468e-04,6.50000000e-01,2.26475000e+00
+3.14557468e-04,7.00000000e-01,2.26504000e+00
+3.14557468e-04,7.50000000e-01,2.26536000e+00
+3.14557468e-04,8.00000000e-01,2.26543000e+00
+3.14557468e-04,8.50000000e-01,2.26523000e+00
+3.14557468e-04,9.00000000e-01,2.26591000e+00
+3.14557468e-04,9.25000000e-01,1.82960000e+00
+3.14557468e-04,9.50000000e-01,1.85794000e+00
+3.14557468e-04,9.70000000e-01,1.88617000e+00
+3.14557468e-04,9.90000000e-01,1.91423000e+00
+3.14557468e-04,9.95000000e-01,1.94219000e+00
+3.14557468e-04,9.99000000e-01,1.99796000e+00
+3.14557468e-04,9.99500000e-01,2.05318000e+00
+3.14557468e-04,9.99900000e-01,2.10751000e+00
+3.14557468e-04,9.99950000e-01,2.16055000e+00
+3.14557468e-04,9.99990000e-01,2.21192000e+00
+6.10098560e-04,5.70000000e+01,2.26125000e+00
+6.10098560e-04,1.00000000e-12,2.30829000e+00
+6.10098560e-04,2.50000000e-02,2.35293000e+00
+6.10098560e-04,5.00000000e-02,2.39542000e+00
+6.10098560e-04,7.50000000e-02,2.43684000e+00
+6.10098560e-04,1.00000000e-01,2.47808000e+00
+6.10098560e-04,1.50000000e-01,2.51890000e+00
+6.10098560e-04,2.00000000e-01,2.55902000e+00
+6.10098560e-04,2.50000000e-01,2.59852000e+00
+6.10098560e-04,3.00000000e-01,2.63908000e+00
+6.10098560e-04,3.50000000e-01,2.68190000e+00
+6.10098560e-04,4.00000000e-01,2.70293000e+00
+6.10098560e-04,4.50000000e-01,2.72141000e+00
+6.10098560e-04,5.00000000e-01,2.73387000e+00
+6.10098560e-04,5.50000000e-01,2.75080000e+00
+6.10098560e-04,6.00000000e-01,2.75704000e+00
+6.10098560e-04,6.50000000e-01,2.76209000e+00
+6.10098560e-04,7.00000000e-01,2.76266000e+00
+6.10098560e-04,7.50000000e-01,2.76162000e+00
+6.10098560e-04,8.00000000e-01,2.76059000e+00
+6.10098560e-04,8.50000000e-01,2.76140000e+00
+6.10098560e-04,9.00000000e-01,2.76508000e+00
+6.10098560e-04,9.25000000e-01,2.20028000e+00
+6.10098560e-04,9.50000000e-01,2.23337000e+00
+6.10098560e-04,9.70000000e-01,2.26602000e+00
+6.10098560e-04,9.90000000e-01,2.29792000e+00
+6.10098560e-04,9.95000000e-01,2.32918000e+00
+6.10098560e-04,9.99000000e-01,2.39020000e+00
+6.10098560e-04,9.99500000e-01,2.44868000e+00
+6.10098560e-04,9.99900000e-01,2.50432000e+00
+6.10098560e-04,9.99950000e-01,2.55692000e+00
+6.10098560e-04,9.99990000e-01,2.60652000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z42.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z42.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33fd467fb3cadd24a9576c19208801625dbe61b5
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z42.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=42
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.35561000e+00
+1.23651674e-04,9.50000000e-01,1.37969000e+00
+1.23651674e-04,9.70000000e-01,1.40381000e+00
+1.23651674e-04,9.90000000e-01,1.42799000e+00
+1.23651674e-04,9.95000000e-01,1.45227000e+00
+1.23651674e-04,9.99000000e-01,1.50112000e+00
+1.23651674e-04,9.99500000e-01,1.55015000e+00
+1.23651674e-04,9.99900000e-01,1.59910000e+00
+1.23651674e-04,9.99950000e-01,1.64767000e+00
+1.23651674e-04,9.99990000e-01,1.69553000e+00
+3.14557468e-04,5.70000000e+01,1.74238000e+00
+3.14557468e-04,1.00000000e-12,1.78795000e+00
+3.14557468e-04,2.50000000e-02,1.83199000e+00
+3.14557468e-04,5.00000000e-02,1.87456000e+00
+3.14557468e-04,7.50000000e-02,1.91618000e+00
+3.14557468e-04,1.00000000e-01,1.95725000e+00
+3.14557468e-04,1.50000000e-01,1.99721000e+00
+3.14557468e-04,2.00000000e-01,2.03538000e+00
+3.14557468e-04,2.50000000e-01,2.07119000e+00
+3.14557468e-04,3.00000000e-01,2.10529000e+00
+3.14557468e-04,3.50000000e-01,2.13832000e+00
+3.14557468e-04,4.00000000e-01,2.15454000e+00
+3.14557468e-04,4.50000000e-01,2.17193000e+00
+3.14557468e-04,5.00000000e-01,2.18803000e+00
+3.14557468e-04,5.50000000e-01,2.21048000e+00
+3.14557468e-04,6.00000000e-01,2.21784000e+00
+3.14557468e-04,6.50000000e-01,2.22221000e+00
+3.14557468e-04,7.00000000e-01,2.22244000e+00
+3.14557468e-04,7.50000000e-01,2.22292000e+00
+3.14557468e-04,8.00000000e-01,2.22305000e+00
+3.14557468e-04,8.50000000e-01,2.22283000e+00
+3.14557468e-04,9.00000000e-01,2.22356000e+00
+3.14557468e-04,9.25000000e-01,1.78284000e+00
+3.14557468e-04,9.50000000e-01,1.81300000e+00
+3.14557468e-04,9.70000000e-01,1.84289000e+00
+3.14557468e-04,9.90000000e-01,1.87232000e+00
+3.14557468e-04,9.95000000e-01,1.90134000e+00
+3.14557468e-04,9.99000000e-01,1.95837000e+00
+3.14557468e-04,9.99500000e-01,2.01367000e+00
+3.14557468e-04,9.99900000e-01,2.06699000e+00
+3.14557468e-04,9.99950000e-01,2.11816000e+00
+3.14557468e-04,9.99990000e-01,2.16729000e+00
+6.10098560e-04,5.70000000e+01,2.21464000e+00
+6.10098560e-04,1.00000000e-12,2.26027000e+00
+6.10098560e-04,2.50000000e-02,2.30427000e+00
+6.10098560e-04,5.00000000e-02,2.34717000e+00
+6.10098560e-04,7.50000000e-02,2.39039000e+00
+6.10098560e-04,1.00000000e-01,2.43497000e+00
+6.10098560e-04,1.50000000e-01,2.48005000e+00
+6.10098560e-04,2.00000000e-01,2.52355000e+00
+6.10098560e-04,2.50000000e-01,2.56359000e+00
+6.10098560e-04,3.00000000e-01,2.60146000e+00
+6.10098560e-04,3.50000000e-01,2.63876000e+00
+6.10098560e-04,4.00000000e-01,2.65709000e+00
+6.10098560e-04,4.50000000e-01,2.67554000e+00
+6.10098560e-04,5.00000000e-01,2.69061000e+00
+6.10098560e-04,5.50000000e-01,2.70772000e+00
+6.10098560e-04,6.00000000e-01,2.71228000e+00
+6.10098560e-04,6.50000000e-01,2.71573000e+00
+6.10098560e-04,7.00000000e-01,2.71624000e+00
+6.10098560e-04,7.50000000e-01,2.71658000e+00
+6.10098560e-04,8.00000000e-01,2.71655000e+00
+6.10098560e-04,8.50000000e-01,2.71661000e+00
+6.10098560e-04,9.00000000e-01,2.72089000e+00
+6.10098560e-04,9.25000000e-01,2.14761000e+00
+6.10098560e-04,9.50000000e-01,2.18358000e+00
+6.10098560e-04,9.70000000e-01,2.21882000e+00
+6.10098560e-04,9.90000000e-01,2.25278000e+00
+6.10098560e-04,9.95000000e-01,2.28557000e+00
+6.10098560e-04,9.99000000e-01,2.34822000e+00
+6.10098560e-04,9.99500000e-01,2.40646000e+00
+6.10098560e-04,9.99900000e-01,2.46031000e+00
+6.10098560e-04,9.99950000e-01,2.51019000e+00
+6.10098560e-04,9.99990000e-01,2.55726000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z43.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z43.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5aa00b1678266e39c8d19aee09425ecd4355b844
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z43.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=43
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.31818000e+00
+1.23651674e-04,9.50000000e-01,1.34196000e+00
+1.23651674e-04,9.70000000e-01,1.36579000e+00
+1.23651674e-04,9.90000000e-01,1.38970000e+00
+1.23651674e-04,9.95000000e-01,1.41372000e+00
+1.23651674e-04,9.99000000e-01,1.46211000e+00
+1.23651674e-04,9.99500000e-01,1.51075000e+00
+1.23651674e-04,9.99900000e-01,1.55940000e+00
+1.23651674e-04,9.99950000e-01,1.60777000e+00
+1.23651674e-04,9.99990000e-01,1.65554000e+00
+3.14557468e-04,5.70000000e+01,1.70241000e+00
+3.14557468e-04,1.00000000e-12,1.74810000e+00
+3.14557468e-04,2.50000000e-02,1.79238000e+00
+3.14557468e-04,5.00000000e-02,1.83526000e+00
+3.14557468e-04,7.50000000e-02,1.87724000e+00
+3.14557468e-04,1.00000000e-01,1.91866000e+00
+3.14557468e-04,1.50000000e-01,1.95894000e+00
+3.14557468e-04,2.00000000e-01,1.99735000e+00
+3.14557468e-04,2.50000000e-01,2.03328000e+00
+3.14557468e-04,3.00000000e-01,2.06727000e+00
+3.14557468e-04,3.50000000e-01,2.09978000e+00
+3.14557468e-04,4.00000000e-01,2.11553000e+00
+3.14557468e-04,4.50000000e-01,2.13232000e+00
+3.14557468e-04,5.00000000e-01,2.14781000e+00
+3.14557468e-04,5.50000000e-01,2.16954000e+00
+3.14557468e-04,6.00000000e-01,2.17678000e+00
+3.14557468e-04,6.50000000e-01,2.18122000e+00
+3.14557468e-04,7.00000000e-01,2.18135000e+00
+3.14557468e-04,7.50000000e-01,2.18141000e+00
+3.14557468e-04,8.00000000e-01,2.18143000e+00
+3.14557468e-04,8.50000000e-01,2.18127000e+00
+3.14557468e-04,9.00000000e-01,2.18202000e+00
+3.14557468e-04,9.25000000e-01,1.74290000e+00
+3.14557468e-04,9.50000000e-01,1.77047000e+00
+3.14557468e-04,9.70000000e-01,1.79798000e+00
+3.14557468e-04,9.90000000e-01,1.82539000e+00
+3.14557468e-04,9.95000000e-01,1.85277000e+00
+3.14557468e-04,9.99000000e-01,1.90758000e+00
+3.14557468e-04,9.99500000e-01,1.96212000e+00
+3.14557468e-04,9.99900000e-01,2.01610000e+00
+3.14557468e-04,9.99950000e-01,2.06918000e+00
+3.14557468e-04,9.99990000e-01,2.12097000e+00
+6.10098560e-04,5.70000000e+01,2.17113000e+00
+6.10098560e-04,1.00000000e-12,2.21941000e+00
+6.10098560e-04,2.50000000e-02,2.26564000e+00
+6.10098560e-04,5.00000000e-02,2.30998000e+00
+6.10098560e-04,7.50000000e-02,2.35329000e+00
+6.10098560e-04,1.00000000e-01,2.39623000e+00
+6.10098560e-04,1.50000000e-01,2.43843000e+00
+6.10098560e-04,2.00000000e-01,2.47940000e+00
+6.10098560e-04,2.50000000e-01,2.51894000e+00
+6.10098560e-04,3.00000000e-01,2.55826000e+00
+6.10098560e-04,3.50000000e-01,2.59812000e+00
+6.10098560e-04,4.00000000e-01,2.61724000e+00
+6.10098560e-04,4.50000000e-01,2.63451000e+00
+6.10098560e-04,5.00000000e-01,2.64681000e+00
+6.10098560e-04,5.50000000e-01,2.66320000e+00
+6.10098560e-04,6.00000000e-01,2.66958000e+00
+6.10098560e-04,6.50000000e-01,2.67639000e+00
+6.10098560e-04,7.00000000e-01,2.67627000e+00
+6.10098560e-04,7.50000000e-01,2.67343000e+00
+6.10098560e-04,8.00000000e-01,2.67261000e+00
+6.10098560e-04,8.50000000e-01,2.67297000e+00
+6.10098560e-04,9.00000000e-01,2.67731000e+00
+6.10098560e-04,9.25000000e-01,2.10706000e+00
+6.10098560e-04,9.50000000e-01,2.13773000e+00
+6.10098560e-04,9.70000000e-01,2.16821000e+00
+6.10098560e-04,9.90000000e-01,2.19835000e+00
+6.10098560e-04,9.95000000e-01,2.22826000e+00
+6.10098560e-04,9.99000000e-01,2.28770000e+00
+6.10098560e-04,9.99500000e-01,2.34620000e+00
+6.10098560e-04,9.99900000e-01,2.40334000e+00
+6.10098560e-04,9.99950000e-01,2.45870000e+00
+6.10098560e-04,9.99990000e-01,2.51186000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z44.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z44.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b95e41afd415caf31e2c126b49517e12ee2b2073
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z44.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=44
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.28207000e+00
+1.23651674e-04,9.50000000e-01,1.30539000e+00
+1.23651674e-04,9.70000000e-01,1.32878000e+00
+1.23651674e-04,9.90000000e-01,1.35228000e+00
+1.23651674e-04,9.95000000e-01,1.37591000e+00
+1.23651674e-04,9.99000000e-01,1.42359000e+00
+1.23651674e-04,9.99500000e-01,1.47167000e+00
+1.23651674e-04,9.99900000e-01,1.51987000e+00
+1.23651674e-04,9.99950000e-01,1.56796000e+00
+1.23651674e-04,9.99990000e-01,1.61563000e+00
+3.14557468e-04,5.70000000e+01,1.66258000e+00
+3.14557468e-04,1.00000000e-12,1.70854000e+00
+3.14557468e-04,2.50000000e-02,1.75327000e+00
+3.14557468e-04,5.00000000e-02,1.79673000e+00
+3.14557468e-04,7.50000000e-02,1.83934000e+00
+3.14557468e-04,1.00000000e-01,1.88132000e+00
+3.14557468e-04,1.50000000e-01,1.92206000e+00
+3.14557468e-04,2.00000000e-01,1.96075000e+00
+3.14557468e-04,2.50000000e-01,1.99669000e+00
+3.14557468e-04,3.00000000e-01,2.03031000e+00
+3.14557468e-04,3.50000000e-01,2.06194000e+00
+3.14557468e-04,4.00000000e-01,2.07699000e+00
+3.14557468e-04,4.50000000e-01,2.09295000e+00
+3.14557468e-04,5.00000000e-01,2.10773000e+00
+3.14557468e-04,5.50000000e-01,2.12894000e+00
+3.14557468e-04,6.00000000e-01,2.13613000e+00
+3.14557468e-04,6.50000000e-01,2.14034000e+00
+3.14557468e-04,7.00000000e-01,2.14040000e+00
+3.14557468e-04,7.50000000e-01,2.14043000e+00
+3.14557468e-04,8.00000000e-01,2.14044000e+00
+3.14557468e-04,8.50000000e-01,2.14027000e+00
+3.14557468e-04,9.00000000e-01,2.14108000e+00
+3.14557468e-04,9.25000000e-01,1.69944000e+00
+3.14557468e-04,9.50000000e-01,1.72679000e+00
+3.14557468e-04,9.70000000e-01,1.75409000e+00
+3.14557468e-04,9.90000000e-01,1.78133000e+00
+3.14557468e-04,9.95000000e-01,1.80856000e+00
+3.14557468e-04,9.99000000e-01,1.86315000e+00
+3.14557468e-04,9.99500000e-01,1.91762000e+00
+3.14557468e-04,9.99900000e-01,1.97165000e+00
+3.14557468e-04,9.99950000e-01,2.02490000e+00
+3.14557468e-04,9.99990000e-01,2.07702000e+00
+6.10098560e-04,5.70000000e+01,2.12767000e+00
+6.10098560e-04,1.00000000e-12,2.17657000e+00
+6.10098560e-04,2.50000000e-02,2.22356000e+00
+6.10098560e-04,5.00000000e-02,2.26874000e+00
+6.10098560e-04,7.50000000e-02,2.31289000e+00
+6.10098560e-04,1.00000000e-01,2.35659000e+00
+6.10098560e-04,1.50000000e-01,2.39940000e+00
+6.10098560e-04,2.00000000e-01,2.44076000e+00
+6.10098560e-04,2.50000000e-01,2.48031000e+00
+6.10098560e-04,3.00000000e-01,2.51906000e+00
+6.10098560e-04,3.50000000e-01,2.55755000e+00
+6.10098560e-04,4.00000000e-01,2.57576000e+00
+6.10098560e-04,4.50000000e-01,2.59235000e+00
+6.10098560e-04,5.00000000e-01,2.60441000e+00
+6.10098560e-04,5.50000000e-01,2.62033000e+00
+6.10098560e-04,6.00000000e-01,2.62646000e+00
+6.10098560e-04,6.50000000e-01,2.63314000e+00
+6.10098560e-04,7.00000000e-01,2.63304000e+00
+6.10098560e-04,7.50000000e-01,2.63022000e+00
+6.10098560e-04,8.00000000e-01,2.62938000e+00
+6.10098560e-04,8.50000000e-01,2.62987000e+00
+6.10098560e-04,9.00000000e-01,2.63379000e+00
+6.10098560e-04,9.25000000e-01,2.05862000e+00
+6.10098560e-04,9.50000000e-01,2.08922000e+00
+6.10098560e-04,9.70000000e-01,2.11965000e+00
+6.10098560e-04,9.90000000e-01,2.14979000e+00
+6.10098560e-04,9.95000000e-01,2.17973000e+00
+6.10098560e-04,9.99000000e-01,2.23932000e+00
+6.10098560e-04,9.99500000e-01,2.29809000e+00
+6.10098560e-04,9.99900000e-01,2.35565000e+00
+6.10098560e-04,9.99950000e-01,2.41158000e+00
+6.10098560e-04,9.99990000e-01,2.46546000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z45.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z45.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e430f1326a64b5f8b2dc37fdbefd453295e136c4
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z45.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=45
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.24734000e+00
+1.23651674e-04,9.50000000e-01,1.27022000e+00
+1.23651674e-04,9.70000000e-01,1.29317000e+00
+1.23651674e-04,9.90000000e-01,1.31626000e+00
+1.23651674e-04,9.95000000e-01,1.33952000e+00
+1.23651674e-04,9.99000000e-01,1.38650000e+00
+1.23651674e-04,9.99500000e-01,1.43396000e+00
+1.23651674e-04,9.99900000e-01,1.48169000e+00
+1.23651674e-04,9.99950000e-01,1.52943000e+00
+1.23651674e-04,9.99990000e-01,1.57692000e+00
+3.14557468e-04,5.70000000e+01,1.62384000e+00
+3.14557468e-04,1.00000000e-12,1.66996000e+00
+3.14557468e-04,2.50000000e-02,1.71501000e+00
+3.14557468e-04,5.00000000e-02,1.75894000e+00
+3.14557468e-04,7.50000000e-02,1.80209000e+00
+3.14557468e-04,1.00000000e-01,1.84461000e+00
+3.14557468e-04,1.50000000e-01,1.88586000e+00
+3.14557468e-04,2.00000000e-01,1.92498000e+00
+3.14557468e-04,2.50000000e-01,1.96117000e+00
+3.14557468e-04,3.00000000e-01,1.99471000e+00
+3.14557468e-04,3.50000000e-01,2.02568000e+00
+3.14557468e-04,4.00000000e-01,2.04007000e+00
+3.14557468e-04,4.50000000e-01,2.05515000e+00
+3.14557468e-04,5.00000000e-01,2.06903000e+00
+3.14557468e-04,5.50000000e-01,2.08930000e+00
+3.14557468e-04,6.00000000e-01,2.09627000e+00
+3.14557468e-04,6.50000000e-01,2.10018000e+00
+3.14557468e-04,7.00000000e-01,2.10018000e+00
+3.14557468e-04,7.50000000e-01,2.10017000e+00
+3.14557468e-04,8.00000000e-01,2.10018000e+00
+3.14557468e-04,8.50000000e-01,2.09996000e+00
+3.14557468e-04,9.00000000e-01,2.10081000e+00
+3.14557468e-04,9.25000000e-01,1.65460000e+00
+3.14557468e-04,9.50000000e-01,1.68152000e+00
+3.14557468e-04,9.70000000e-01,1.70843000e+00
+3.14557468e-04,9.90000000e-01,1.73534000e+00
+3.14557468e-04,9.95000000e-01,1.76230000e+00
+3.14557468e-04,9.99000000e-01,1.81650000e+00
+3.14557468e-04,9.99500000e-01,1.87079000e+00
+3.14557468e-04,9.99900000e-01,1.92492000e+00
+3.14557468e-04,9.99950000e-01,1.97856000e+00
+3.14557468e-04,9.99990000e-01,2.03139000e+00
+6.10098560e-04,5.70000000e+01,2.08303000e+00
+6.10098560e-04,1.00000000e-12,2.13324000e+00
+6.10098560e-04,2.50000000e-02,2.18176000e+00
+6.10098560e-04,5.00000000e-02,2.22859000e+00
+6.10098560e-04,7.50000000e-02,2.27428000e+00
+6.10098560e-04,1.00000000e-01,2.31917000e+00
+6.10098560e-04,1.50000000e-01,2.36269000e+00
+6.10098560e-04,2.00000000e-01,2.40413000e+00
+6.10098560e-04,2.50000000e-01,2.44307000e+00
+6.10098560e-04,3.00000000e-01,2.48070000e+00
+6.10098560e-04,3.50000000e-01,2.51782000e+00
+6.10098560e-04,4.00000000e-01,2.53533000e+00
+6.10098560e-04,4.50000000e-01,2.55141000e+00
+6.10098560e-04,5.00000000e-01,2.56316000e+00
+6.10098560e-04,5.50000000e-01,2.57817000e+00
+6.10098560e-04,6.00000000e-01,2.58382000e+00
+6.10098560e-04,6.50000000e-01,2.59037000e+00
+6.10098560e-04,7.00000000e-01,2.59027000e+00
+6.10098560e-04,7.50000000e-01,2.58740000e+00
+6.10098560e-04,8.00000000e-01,2.58656000e+00
+6.10098560e-04,8.50000000e-01,2.58693000e+00
+6.10098560e-04,9.00000000e-01,2.59100000e+00
+6.10098560e-04,9.25000000e-01,2.00832000e+00
+6.10098560e-04,9.50000000e-01,2.03860000e+00
+6.10098560e-04,9.70000000e-01,2.06874000e+00
+6.10098560e-04,9.90000000e-01,2.09866000e+00
+6.10098560e-04,9.95000000e-01,2.12846000e+00
+6.10098560e-04,9.99000000e-01,2.18795000e+00
+6.10098560e-04,9.99500000e-01,2.24690000e+00
+6.10098560e-04,9.99900000e-01,2.30497000e+00
+6.10098560e-04,9.99950000e-01,2.36173000e+00
+6.10098560e-04,9.99990000e-01,2.41678000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z46.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z46.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17d559308bb3d1f44809f3fe10eed3d56cf335c9
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z46.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=46
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.21010000e+00
+1.23651674e-04,9.50000000e-01,1.23347000e+00
+1.23651674e-04,9.70000000e-01,1.25686000e+00
+1.23651674e-04,9.90000000e-01,1.28031000e+00
+1.23651674e-04,9.95000000e-01,1.30383000e+00
+1.23651674e-04,9.99000000e-01,1.35113000e+00
+1.23651674e-04,9.99500000e-01,1.39856000e+00
+1.23651674e-04,9.99900000e-01,1.44592000e+00
+1.23651674e-04,9.99950000e-01,1.49299000e+00
+1.23651674e-04,9.99990000e-01,1.53961000e+00
+3.14557468e-04,5.70000000e+01,1.58567000e+00
+3.14557468e-04,1.00000000e-12,1.63103000e+00
+3.14557468e-04,2.50000000e-02,1.67562000e+00
+3.14557468e-04,5.00000000e-02,1.71966000e+00
+3.14557468e-04,7.50000000e-02,1.76398000e+00
+3.14557468e-04,1.00000000e-01,1.80897000e+00
+3.14557468e-04,1.50000000e-01,1.85343000e+00
+3.14557468e-04,2.00000000e-01,1.89477000e+00
+3.14557468e-04,2.50000000e-01,1.93040000e+00
+3.14557468e-04,3.00000000e-01,1.96056000e+00
+3.14557468e-04,3.50000000e-01,1.98635000e+00
+3.14557468e-04,4.00000000e-01,1.99918000e+00
+3.14557468e-04,4.50000000e-01,2.01702000e+00
+3.14557468e-04,5.00000000e-01,2.03601000e+00
+3.14557468e-04,5.50000000e-01,2.05242000e+00
+3.14557468e-04,6.00000000e-01,2.05659000e+00
+3.14557468e-04,6.50000000e-01,2.06097000e+00
+3.14557468e-04,7.00000000e-01,2.06136000e+00
+3.14557468e-04,7.50000000e-01,2.06117000e+00
+3.14557468e-04,8.00000000e-01,2.06113000e+00
+3.14557468e-04,8.50000000e-01,2.06117000e+00
+3.14557468e-04,9.00000000e-01,2.06183000e+00
+3.14557468e-04,9.25000000e-01,1.62278000e+00
+3.14557468e-04,9.50000000e-01,1.64810000e+00
+3.14557468e-04,9.70000000e-01,1.67344000e+00
+3.14557468e-04,9.90000000e-01,1.69885000e+00
+3.14557468e-04,9.95000000e-01,1.72438000e+00
+3.14557468e-04,9.99000000e-01,1.77597000e+00
+3.14557468e-04,9.99500000e-01,1.82804000e+00
+3.14557468e-04,9.99900000e-01,1.88042000e+00
+3.14557468e-04,9.99950000e-01,1.93287000e+00
+3.14557468e-04,9.99990000e-01,1.98511000e+00
+6.10098560e-04,5.70000000e+01,2.03688000e+00
+6.10098560e-04,1.00000000e-12,2.08794000e+00
+6.10098560e-04,2.50000000e-02,2.13801000e+00
+6.10098560e-04,5.00000000e-02,2.18697000e+00
+6.10098560e-04,7.50000000e-02,2.23502000e+00
+6.10098560e-04,1.00000000e-01,2.28217000e+00
+6.10098560e-04,1.50000000e-01,2.32768000e+00
+6.10098560e-04,2.00000000e-01,2.37060000e+00
+6.10098560e-04,2.50000000e-01,2.41011000e+00
+6.10098560e-04,3.00000000e-01,2.44663000e+00
+6.10098560e-04,3.50000000e-01,2.48016000e+00
+6.10098560e-04,4.00000000e-01,2.49530000e+00
+6.10098560e-04,4.50000000e-01,2.51003000e+00
+6.10098560e-04,5.00000000e-01,2.52199000e+00
+6.10098560e-04,5.50000000e-01,2.53702000e+00
+6.10098560e-04,6.00000000e-01,2.54235000e+00
+6.10098560e-04,6.50000000e-01,2.54857000e+00
+6.10098560e-04,7.00000000e-01,2.54849000e+00
+6.10098560e-04,7.50000000e-01,2.54574000e+00
+6.10098560e-04,8.00000000e-01,2.54492000e+00
+6.10098560e-04,8.50000000e-01,2.54538000e+00
+6.10098560e-04,9.00000000e-01,2.54944000e+00
+6.10098560e-04,9.25000000e-01,1.97369000e+00
+6.10098560e-04,9.50000000e-01,2.00206000e+00
+6.10098560e-04,9.70000000e-01,2.03036000e+00
+6.10098560e-04,9.90000000e-01,2.05856000e+00
+6.10098560e-04,9.95000000e-01,2.08674000e+00
+6.10098560e-04,9.99000000e-01,2.14334000e+00
+6.10098560e-04,9.99500000e-01,2.19997000e+00
+6.10098560e-04,9.99900000e-01,2.25635000e+00
+6.10098560e-04,9.99950000e-01,2.31217000e+00
+6.10098560e-04,9.99990000e-01,2.36710000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z47.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z47.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30ee7dfac96ee2598b885c187ed07fa1bd12ca26
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z47.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=47
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.17925000e+00
+1.23651674e-04,9.50000000e-01,1.20128000e+00
+1.23651674e-04,9.70000000e-01,1.22341000e+00
+1.23651674e-04,9.90000000e-01,1.24573000e+00
+1.23651674e-04,9.95000000e-01,1.26825000e+00
+1.23651674e-04,9.99000000e-01,1.31391000e+00
+1.23651674e-04,9.99500000e-01,1.36027000e+00
+1.23651674e-04,9.99900000e-01,1.40715000e+00
+1.23651674e-04,9.99950000e-01,1.45434000e+00
+1.23651674e-04,9.99990000e-01,1.50158000e+00
+3.14557468e-04,5.70000000e+01,1.54864000e+00
+3.14557468e-04,1.00000000e-12,1.59524000e+00
+3.14557468e-04,2.50000000e-02,1.64112000e+00
+3.14557468e-04,5.00000000e-02,1.68617000e+00
+3.14557468e-04,7.50000000e-02,1.73055000e+00
+3.14557468e-04,1.00000000e-01,1.77427000e+00
+3.14557468e-04,1.50000000e-01,1.81658000e+00
+3.14557468e-04,2.00000000e-01,1.85649000e+00
+3.14557468e-04,2.50000000e-01,1.89305000e+00
+3.14557468e-04,3.00000000e-01,1.92624000e+00
+3.14557468e-04,3.50000000e-01,1.95567000e+00
+3.14557468e-04,4.00000000e-01,1.96871000e+00
+3.14557468e-04,4.50000000e-01,1.98207000e+00
+3.14557468e-04,5.00000000e-01,1.99434000e+00
+3.14557468e-04,5.50000000e-01,2.01304000e+00
+3.14557468e-04,6.00000000e-01,2.01968000e+00
+3.14557468e-04,6.50000000e-01,2.02294000e+00
+3.14557468e-04,7.00000000e-01,2.02281000e+00
+3.14557468e-04,7.50000000e-01,2.02272000e+00
+3.14557468e-04,8.00000000e-01,2.02274000e+00
+3.14557468e-04,8.50000000e-01,2.02245000e+00
+3.14557468e-04,9.00000000e-01,2.02341000e+00
+3.14557468e-04,9.25000000e-01,1.57546000e+00
+3.14557468e-04,9.50000000e-01,1.60151000e+00
+3.14557468e-04,9.70000000e-01,1.62759000e+00
+3.14557468e-04,9.90000000e-01,1.65374000e+00
+3.14557468e-04,9.95000000e-01,1.68000000e+00
+3.14557468e-04,9.99000000e-01,1.73297000e+00
+3.14557468e-04,9.99500000e-01,1.78632000e+00
+3.14557468e-04,9.99900000e-01,1.83983000e+00
+3.14557468e-04,9.99950000e-01,1.89323000e+00
+3.14557468e-04,9.99990000e-01,1.94622000e+00
+6.10098560e-04,5.70000000e+01,1.99850000e+00
+6.10098560e-04,1.00000000e-12,2.04980000e+00
+6.10098560e-04,2.50000000e-02,2.09988000e+00
+6.10098560e-04,5.00000000e-02,2.14869000e+00
+6.10098560e-04,7.50000000e-02,2.19661000e+00
+6.10098560e-04,1.00000000e-01,2.24384000e+00
+6.10098560e-04,1.50000000e-01,2.28965000e+00
+6.10098560e-04,2.00000000e-01,2.33312000e+00
+6.10098560e-04,2.50000000e-01,2.37330000e+00
+6.10098560e-04,3.00000000e-01,2.41023000e+00
+6.10098560e-04,3.50000000e-01,2.44331000e+00
+6.10098560e-04,4.00000000e-01,2.45767000e+00
+6.10098560e-04,4.50000000e-01,2.47119000e+00
+6.10098560e-04,5.00000000e-01,2.48185000e+00
+6.10098560e-04,5.50000000e-01,2.49606000e+00
+6.10098560e-04,6.00000000e-01,2.50151000e+00
+6.10098560e-04,6.50000000e-01,2.50770000e+00
+6.10098560e-04,7.00000000e-01,2.50757000e+00
+6.10098560e-04,7.50000000e-01,2.50479000e+00
+6.10098560e-04,8.00000000e-01,2.50396000e+00
+6.10098560e-04,8.50000000e-01,2.50439000e+00
+6.10098560e-04,9.00000000e-01,2.50848000e+00
+6.10098560e-04,9.25000000e-01,1.91984000e+00
+6.10098560e-04,9.50000000e-01,1.94947000e+00
+6.10098560e-04,9.70000000e-01,1.97902000e+00
+6.10098560e-04,9.90000000e-01,2.00843000e+00
+6.10098560e-04,9.95000000e-01,2.03781000e+00
+6.10098560e-04,9.99000000e-01,2.09668000e+00
+6.10098560e-04,9.99500000e-01,2.15534000e+00
+6.10098560e-04,9.99900000e-01,2.21349000e+00
+6.10098560e-04,9.99950000e-01,2.27075000e+00
+6.10098560e-04,9.99990000e-01,2.32675000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z48.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z48.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82c66b1aabde51f40ad6f3f215792d6c20ac42a0
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z48.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=48
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.14738000e+00
+1.23651674e-04,9.50000000e-01,1.16885000e+00
+1.23651674e-04,9.70000000e-01,1.19043000e+00
+1.23651674e-04,9.90000000e-01,1.21222000e+00
+1.23651674e-04,9.95000000e-01,1.23424000e+00
+1.23651674e-04,9.99000000e-01,1.27900000e+00
+1.23651674e-04,9.99500000e-01,1.32458000e+00
+1.23651674e-04,9.99900000e-01,1.37084000e+00
+1.23651674e-04,9.99950000e-01,1.41759000e+00
+1.23651674e-04,9.99990000e-01,1.46462000e+00
+3.14557468e-04,5.70000000e+01,1.51169000e+00
+3.14557468e-04,1.00000000e-12,1.55855000e+00
+3.14557468e-04,2.50000000e-02,1.60493000e+00
+3.14557468e-04,5.00000000e-02,1.65067000e+00
+3.14557468e-04,7.50000000e-02,1.69584000e+00
+3.14557468e-04,1.00000000e-01,1.74031000e+00
+3.14557468e-04,1.50000000e-01,1.78330000e+00
+3.14557468e-04,2.00000000e-01,1.82376000e+00
+3.14557468e-04,2.50000000e-01,1.86059000e+00
+3.14557468e-04,3.00000000e-01,1.89365000e+00
+3.14557468e-04,3.50000000e-01,1.92228000e+00
+3.14557468e-04,4.00000000e-01,1.93455000e+00
+3.14557468e-04,4.50000000e-01,1.94692000e+00
+3.14557468e-04,5.00000000e-01,1.95818000e+00
+3.14557468e-04,5.50000000e-01,1.97584000e+00
+3.14557468e-04,6.00000000e-01,1.98225000e+00
+3.14557468e-04,6.50000000e-01,1.98518000e+00
+3.14557468e-04,7.00000000e-01,1.98498000e+00
+3.14557468e-04,7.50000000e-01,1.98483000e+00
+3.14557468e-04,8.00000000e-01,1.98483000e+00
+3.14557468e-04,8.50000000e-01,1.98456000e+00
+3.14557468e-04,9.00000000e-01,1.98552000e+00
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+3.14557468e-04,9.50000000e-01,1.56284000e+00
+3.14557468e-04,9.70000000e-01,1.58853000e+00
+3.14557468e-04,9.90000000e-01,1.61432000e+00
+3.14557468e-04,9.95000000e-01,1.64025000e+00
+3.14557468e-04,9.99000000e-01,1.69264000e+00
+3.14557468e-04,9.99500000e-01,1.74556000e+00
+3.14557468e-04,9.99900000e-01,1.79879000e+00
+3.14557468e-04,9.99950000e-01,1.85210000e+00
+3.14557468e-04,9.99990000e-01,1.90518000e+00
+6.10098560e-04,5.70000000e+01,1.95774000e+00
+6.10098560e-04,1.00000000e-12,2.00955000e+00
+6.10098560e-04,2.50000000e-02,2.06032000e+00
+6.10098560e-04,5.00000000e-02,2.10995000e+00
+6.10098560e-04,7.50000000e-02,2.15874000e+00
+6.10098560e-04,1.00000000e-01,2.20675000e+00
+6.10098560e-04,1.50000000e-01,2.25322000e+00
+6.10098560e-04,2.00000000e-01,2.29712000e+00
+6.10098560e-04,2.50000000e-01,2.33743000e+00
+6.10098560e-04,3.00000000e-01,2.37410000e+00
+6.10098560e-04,3.50000000e-01,2.40634000e+00
+6.10098560e-04,4.00000000e-01,2.42000000e+00
+6.10098560e-04,4.50000000e-01,2.43264000e+00
+6.10098560e-04,5.00000000e-01,2.44252000e+00
+6.10098560e-04,5.50000000e-01,2.45610000e+00
+6.10098560e-04,6.00000000e-01,2.46145000e+00
+6.10098560e-04,6.50000000e-01,2.46723000e+00
+6.10098560e-04,7.00000000e-01,2.46707000e+00
+6.10098560e-04,7.50000000e-01,2.46444000e+00
+6.10098560e-04,8.00000000e-01,2.46369000e+00
+6.10098560e-04,8.50000000e-01,2.46399000e+00
+6.10098560e-04,9.00000000e-01,2.46771000e+00
+6.10098560e-04,9.25000000e-01,1.87711000e+00
+6.10098560e-04,9.50000000e-01,1.90645000e+00
+6.10098560e-04,9.70000000e-01,1.93572000e+00
+6.10098560e-04,9.90000000e-01,1.96490000e+00
+6.10098560e-04,9.95000000e-01,1.99407000e+00
+6.10098560e-04,9.99000000e-01,2.05263000e+00
+6.10098560e-04,9.99500000e-01,2.11116000e+00
+6.10098560e-04,9.99900000e-01,2.16934000e+00
+6.10098560e-04,9.99950000e-01,2.22681000e+00
+6.10098560e-04,9.99990000e-01,2.28324000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z49.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z49.csv
new file mode 100644
index 0000000000000000000000000000000000000000..148ec30cc4e20cb15b86a1172a3b42d7ddaf331b
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z49.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=49
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.11267000e+00
+1.23651674e-04,9.50000000e-01,1.13458000e+00
+1.23651674e-04,9.70000000e-01,1.15656000e+00
+1.23651674e-04,9.90000000e-01,1.17867000e+00
+1.23651674e-04,9.95000000e-01,1.20093000e+00
+1.23651674e-04,9.99000000e-01,1.24589000e+00
+1.23651674e-04,9.99500000e-01,1.29133000e+00
+1.23651674e-04,9.99900000e-01,1.33710000e+00
+1.23651674e-04,9.99950000e-01,1.38304000e+00
+1.23651674e-04,9.99990000e-01,1.42905000e+00
+3.14557468e-04,5.70000000e+01,1.47507000e+00
+3.14557468e-04,1.00000000e-12,1.52102000e+00
+3.14557468e-04,2.50000000e-02,1.56681000e+00
+3.14557468e-04,5.00000000e-02,1.61268000e+00
+3.14557468e-04,7.50000000e-02,1.65928000e+00
+3.14557468e-04,1.00000000e-01,1.70683000e+00
+3.14557468e-04,1.50000000e-01,1.75390000e+00
+3.14557468e-04,2.00000000e-01,1.79739000e+00
+3.14557468e-04,2.50000000e-01,1.83362000e+00
+3.14557468e-04,3.00000000e-01,1.86085000e+00
+3.14557468e-04,3.50000000e-01,1.88249000e+00
+3.14557468e-04,4.00000000e-01,1.89558000e+00
+3.14557468e-04,4.50000000e-01,1.91205000e+00
+3.14557468e-04,5.00000000e-01,1.92776000e+00
+3.14557468e-04,5.50000000e-01,1.94159000e+00
+3.14557468e-04,6.00000000e-01,1.94472000e+00
+3.14557468e-04,6.50000000e-01,1.94812000e+00
+3.14557468e-04,7.00000000e-01,1.94847000e+00
+3.14557468e-04,7.50000000e-01,1.94814000e+00
+3.14557468e-04,8.00000000e-01,1.94798000e+00
+3.14557468e-04,8.50000000e-01,1.94815000e+00
+3.14557468e-04,9.00000000e-01,1.94887000e+00
+3.14557468e-04,9.25000000e-01,1.51186000e+00
+3.14557468e-04,9.50000000e-01,1.53477000e+00
+3.14557468e-04,9.70000000e-01,1.55782000e+00
+3.14557468e-04,9.90000000e-01,1.58112000e+00
+3.14557468e-04,9.95000000e-01,1.60474000e+00
+3.14557468e-04,9.99000000e-01,1.65306000e+00
+3.14557468e-04,9.99500000e-01,1.70277000e+00
+3.14557468e-04,9.99900000e-01,1.75379000e+00
+3.14557468e-04,9.99950000e-01,1.80603000e+00
+3.14557468e-04,9.99990000e-01,1.85935000e+00
+6.10098560e-04,5.70000000e+01,1.91353000e+00
+6.10098560e-04,1.00000000e-12,1.96832000e+00
+6.10098560e-04,2.50000000e-02,2.02328000e+00
+6.10098560e-04,5.00000000e-02,2.07784000e+00
+6.10098560e-04,7.50000000e-02,2.13123000e+00
+6.10098560e-04,1.00000000e-01,2.18248000e+00
+6.10098560e-04,1.50000000e-01,2.23030000e+00
+6.10098560e-04,2.00000000e-01,2.27323000e+00
+6.10098560e-04,2.50000000e-01,2.31004000e+00
+6.10098560e-04,3.00000000e-01,2.34165000e+00
+6.10098560e-04,3.50000000e-01,2.36788000e+00
+6.10098560e-04,4.00000000e-01,2.37700000e+00
+6.10098560e-04,4.50000000e-01,2.38222000e+00
+6.10098560e-04,5.00000000e-01,2.38676000e+00
+6.10098560e-04,5.50000000e-01,2.41698000e+00
+6.10098560e-04,6.00000000e-01,2.43332000e+00
+6.10098560e-04,6.50000000e-01,2.42890000e+00
+6.10098560e-04,7.00000000e-01,2.42527000e+00
+6.10098560e-04,7.50000000e-01,2.42412000e+00
+6.10098560e-04,8.00000000e-01,2.42435000e+00
+6.10098560e-04,8.50000000e-01,2.42328000e+00
+6.10098560e-04,9.00000000e-01,2.42773000e+00
+6.10098560e-04,9.25000000e-01,1.85452000e+00
+6.10098560e-04,9.50000000e-01,1.87981000e+00
+6.10098560e-04,9.70000000e-01,1.90518000e+00
+6.10098560e-04,9.90000000e-01,1.93071000e+00
+6.10098560e-04,9.95000000e-01,1.95650000e+00
+6.10098560e-04,9.99000000e-01,2.00909000e+00
+6.10098560e-04,9.99500000e-01,2.06293000e+00
+6.10098560e-04,9.99900000e-01,2.11792000e+00
+6.10098560e-04,9.99950000e-01,2.17392000e+00
+6.10098560e-04,9.99990000e-01,2.23075000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z5.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z5.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3138d51b1dbe3dae0da9ad173c6c0d1bed3c8ff9
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z5.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=5
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.66971000e+00
+1.23651674e-04,9.50000000e-01,5.71687000e+00
+1.23651674e-04,9.70000000e-01,5.75923000e+00
+1.23651674e-04,9.90000000e-01,5.79314000e+00
+1.23651674e-04,9.95000000e-01,5.81961000e+00
+1.23651674e-04,9.99000000e-01,5.85588000e+00
+1.23651674e-04,9.99500000e-01,5.87147000e+00
+1.23651674e-04,9.99900000e-01,5.87069000e+00
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+1.23651674e-04,9.99990000e-01,5.82996000e+00
+3.14557468e-04,5.70000000e+01,5.79705000e+00
+3.14557468e-04,1.00000000e-12,5.75799000e+00
+3.14557468e-04,2.50000000e-02,5.71313000e+00
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+3.14557468e-04,2.50000000e-01,5.41061000e+00
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+3.14557468e-04,3.50000000e-01,5.34986000e+00
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+6.10098560e-04,1.00000000e-01,5.80037000e+00
+6.10098560e-04,1.50000000e-01,5.71927000e+00
+6.10098560e-04,2.00000000e-01,5.64303000e+00
+6.10098560e-04,2.50000000e-01,5.57195000e+00
+6.10098560e-04,3.00000000e-01,5.50692000e+00
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+6.10098560e-04,4.50000000e-01,5.39372000e+00
+6.10098560e-04,5.00000000e-01,5.36943000e+00
+6.10098560e-04,5.50000000e-01,5.35196000e+00
+6.10098560e-04,6.00000000e-01,5.34792000e+00
+6.10098560e-04,6.50000000e-01,5.34411000e+00
+6.10098560e-04,7.00000000e-01,5.34363000e+00
+6.10098560e-04,7.50000000e-01,5.34326000e+00
+6.10098560e-04,8.00000000e-01,5.34319000e+00
+6.10098560e-04,8.50000000e-01,5.34322000e+00
+6.10098560e-04,9.00000000e-01,5.34314000e+00
+6.10098560e-04,9.25000000e-01,6.81394000e+00
+6.10098560e-04,9.50000000e-01,6.86334000e+00
+6.10098560e-04,9.70000000e-01,6.90284000e+00
+6.10098560e-04,9.90000000e-01,6.92498000e+00
+6.10098560e-04,9.95000000e-01,6.93219000e+00
+6.10098560e-04,9.99000000e-01,6.91528000e+00
+6.10098560e-04,9.99500000e-01,6.86348000e+00
+6.10098560e-04,9.99900000e-01,6.78959000e+00
+6.10098560e-04,9.99950000e-01,6.69843000e+00
+6.10098560e-04,9.99990000e-01,6.59481000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z50.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z50.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33b7f1065fb19d6537225a6e2dd43f5c2e06c011
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z50.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=50
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.08606000e+00
+1.23651674e-04,9.50000000e-01,1.10707000e+00
+1.23651674e-04,9.70000000e-01,1.12816000e+00
+1.23651674e-04,9.90000000e-01,1.14942000e+00
+1.23651674e-04,9.95000000e-01,1.17087000e+00
+1.23651674e-04,9.99000000e-01,1.21436000e+00
+1.23651674e-04,9.99500000e-01,1.25851000e+00
+1.23651674e-04,9.99900000e-01,1.30322000e+00
+1.23651674e-04,9.99950000e-01,1.34836000e+00
+1.23651674e-04,9.99990000e-01,1.39381000e+00
+3.14557468e-04,5.70000000e+01,1.43952000e+00
+3.14557468e-04,1.00000000e-12,1.48542000e+00
+3.14557468e-04,2.50000000e-02,1.53151000e+00
+3.14557468e-04,5.00000000e-02,1.57807000e+00
+3.14557468e-04,7.50000000e-02,1.62581000e+00
+3.14557468e-04,1.00000000e-01,1.67490000e+00
+3.14557468e-04,1.50000000e-01,1.72344000e+00
+3.14557468e-04,2.00000000e-01,1.76725000e+00
+3.14557468e-04,2.50000000e-01,1.80225000e+00
+3.14557468e-04,3.00000000e-01,1.82961000e+00
+3.14557468e-04,3.50000000e-01,1.85180000e+00
+3.14557468e-04,4.00000000e-01,1.86254000e+00
+3.14557468e-04,4.50000000e-01,1.87814000e+00
+3.14557468e-04,5.00000000e-01,1.89474000e+00
+3.14557468e-04,5.50000000e-01,1.90621000e+00
+3.14557468e-04,6.00000000e-01,1.90888000e+00
+3.14557468e-04,6.50000000e-01,1.91227000e+00
+3.14557468e-04,7.00000000e-01,1.91250000e+00
+3.14557468e-04,7.50000000e-01,1.91204000e+00
+3.14557468e-04,8.00000000e-01,1.91196000e+00
+3.14557468e-04,8.50000000e-01,1.91195000e+00
+3.14557468e-04,9.00000000e-01,1.91283000e+00
+3.14557468e-04,9.25000000e-01,1.45784000e+00
+3.14557468e-04,9.50000000e-01,1.48282000e+00
+3.14557468e-04,9.70000000e-01,1.50788000e+00
+3.14557468e-04,9.90000000e-01,1.53311000e+00
+3.14557468e-04,9.95000000e-01,1.55856000e+00
+3.14557468e-04,9.99000000e-01,1.61020000e+00
+3.14557468e-04,9.99500000e-01,1.66269000e+00
+3.14557468e-04,9.99900000e-01,1.71585000e+00
+3.14557468e-04,9.99950000e-01,1.76948000e+00
+3.14557468e-04,9.99990000e-01,1.82333000e+00
+6.10098560e-04,5.70000000e+01,1.87712000e+00
+6.10098560e-04,1.00000000e-12,1.93061000e+00
+6.10098560e-04,2.50000000e-02,1.98346000e+00
+6.10098560e-04,5.00000000e-02,2.03546000e+00
+6.10098560e-04,7.50000000e-02,2.08664000e+00
+6.10098560e-04,1.00000000e-01,2.13678000e+00
+6.10098560e-04,1.50000000e-01,2.18494000e+00
+6.10098560e-04,2.00000000e-01,2.22990000e+00
+6.10098560e-04,2.50000000e-01,2.27035000e+00
+6.10098560e-04,3.00000000e-01,2.30604000e+00
+6.10098560e-04,3.50000000e-01,2.33582000e+00
+6.10098560e-04,4.00000000e-01,2.34756000e+00
+6.10098560e-04,4.50000000e-01,2.35796000e+00
+6.10098560e-04,5.00000000e-01,2.36596000e+00
+6.10098560e-04,5.50000000e-01,2.37833000e+00
+6.10098560e-04,6.00000000e-01,2.38361000e+00
+6.10098560e-04,6.50000000e-01,2.38861000e+00
+6.10098560e-04,7.00000000e-01,2.38831000e+00
+6.10098560e-04,7.50000000e-01,2.38585000e+00
+6.10098560e-04,8.00000000e-01,2.38517000e+00
+6.10098560e-04,8.50000000e-01,2.38535000e+00
+6.10098560e-04,9.00000000e-01,2.38892000e+00
+6.10098560e-04,9.25000000e-01,1.78717000e+00
+6.10098560e-04,9.50000000e-01,1.81614000e+00
+6.10098560e-04,9.70000000e-01,1.84509000e+00
+6.10098560e-04,9.90000000e-01,1.87403000e+00
+6.10098560e-04,9.95000000e-01,1.90304000e+00
+6.10098560e-04,9.99000000e-01,1.96152000e+00
+6.10098560e-04,9.99500000e-01,2.02030000e+00
+6.10098560e-04,9.99900000e-01,2.07910000e+00
+6.10098560e-04,9.99950000e-01,2.13761000e+00
+6.10098560e-04,9.99990000e-01,2.19549000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z51.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z51.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7364c0a919f98c4f462e7c5fbdafdcac66589c3
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z51.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=51
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.05412000e+00
+1.23651674e-04,9.50000000e-01,1.07525000e+00
+1.23651674e-04,9.70000000e-01,1.09645000e+00
+1.23651674e-04,9.90000000e-01,1.11777000e+00
+1.23651674e-04,9.95000000e-01,1.13923000e+00
+1.23651674e-04,9.99000000e-01,1.18257000e+00
+1.23651674e-04,9.99500000e-01,1.22638000e+00
+1.23651674e-04,9.99900000e-01,1.27057000e+00
+1.23651674e-04,9.99950000e-01,1.31509000e+00
+1.23651674e-04,9.99990000e-01,1.35992000e+00
+3.14557468e-04,5.70000000e+01,1.40520000e+00
+3.14557468e-04,1.00000000e-12,1.45092000e+00
+3.14557468e-04,2.50000000e-02,1.49711000e+00
+3.14557468e-04,5.00000000e-02,1.54407000e+00
+3.14557468e-04,7.50000000e-02,1.59250000e+00
+3.14557468e-04,1.00000000e-01,1.64256000e+00
+3.14557468e-04,1.50000000e-01,1.69235000e+00
+3.14557468e-04,2.00000000e-01,1.73755000e+00
+3.14557468e-04,2.50000000e-01,1.77338000e+00
+3.14557468e-04,3.00000000e-01,1.79883000e+00
+3.14557468e-04,3.50000000e-01,1.81868000e+00
+3.14557468e-04,4.00000000e-01,1.83106000e+00
+3.14557468e-04,4.50000000e-01,1.84652000e+00
+3.14557468e-04,5.00000000e-01,1.86079000e+00
+3.14557468e-04,5.50000000e-01,1.87184000e+00
+3.14557468e-04,6.00000000e-01,1.87408000e+00
+3.14557468e-04,6.50000000e-01,1.87688000e+00
+3.14557468e-04,7.00000000e-01,1.87714000e+00
+3.14557468e-04,7.50000000e-01,1.87666000e+00
+3.14557468e-04,8.00000000e-01,1.87647000e+00
+3.14557468e-04,8.50000000e-01,1.87667000e+00
+3.14557468e-04,9.00000000e-01,1.87749000e+00
+3.14557468e-04,9.25000000e-01,1.42558000e+00
+3.14557468e-04,9.50000000e-01,1.44983000e+00
+3.14557468e-04,9.70000000e-01,1.47418000e+00
+3.14557468e-04,9.90000000e-01,1.49873000e+00
+3.14557468e-04,9.95000000e-01,1.52354000e+00
+3.14557468e-04,9.99000000e-01,1.57401000e+00
+3.14557468e-04,9.99500000e-01,1.62550000e+00
+3.14557468e-04,9.99900000e-01,1.67787000e+00
+3.14557468e-04,9.99950000e-01,1.73095000e+00
+3.14557468e-04,9.99990000e-01,1.78455000e+00
+6.10098560e-04,5.70000000e+01,1.83838000e+00
+6.10098560e-04,1.00000000e-12,1.89225000e+00
+6.10098560e-04,2.50000000e-02,1.94579000e+00
+6.10098560e-04,5.00000000e-02,1.99876000e+00
+6.10098560e-04,7.50000000e-02,2.05101000e+00
+6.10098560e-04,1.00000000e-01,2.10219000e+00
+6.10098560e-04,1.50000000e-01,2.15129000e+00
+6.10098560e-04,2.00000000e-01,2.19698000e+00
+6.10098560e-04,2.50000000e-01,2.23783000e+00
+6.10098560e-04,3.00000000e-01,2.27335000e+00
+6.10098560e-04,3.50000000e-01,2.30208000e+00
+6.10098560e-04,4.00000000e-01,2.31284000e+00
+6.10098560e-04,4.50000000e-01,2.32202000e+00
+6.10098560e-04,5.00000000e-01,2.32894000e+00
+6.10098560e-04,5.50000000e-01,2.34059000e+00
+6.10098560e-04,6.00000000e-01,2.34583000e+00
+6.10098560e-04,6.50000000e-01,2.35036000e+00
+6.10098560e-04,7.00000000e-01,2.34999000e+00
+6.10098560e-04,7.50000000e-01,2.34769000e+00
+6.10098560e-04,8.00000000e-01,2.34708000e+00
+6.10098560e-04,8.50000000e-01,2.34712000e+00
+6.10098560e-04,9.00000000e-01,2.35046000e+00
+6.10098560e-04,9.25000000e-01,1.75254000e+00
+6.10098560e-04,9.50000000e-01,1.78061000e+00
+6.10098560e-04,9.70000000e-01,1.80869000e+00
+6.10098560e-04,9.90000000e-01,1.83682000e+00
+6.10098560e-04,9.95000000e-01,1.86508000e+00
+6.10098560e-04,9.99000000e-01,1.92219000e+00
+6.10098560e-04,9.99500000e-01,1.97984000e+00
+6.10098560e-04,9.99900000e-01,2.03781000e+00
+6.10098560e-04,9.99950000e-01,2.09584000e+00
+6.10098560e-04,9.99990000e-01,2.15361000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z52.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z52.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f4db12574440ae5ae13b68d947dd7209cf9f81a
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z52.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=52
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,1.02452000e+00
+1.23651674e-04,9.50000000e-01,1.04539000e+00
+1.23651674e-04,9.70000000e-01,1.06632000e+00
+1.23651674e-04,9.90000000e-01,1.08736000e+00
+1.23651674e-04,9.95000000e-01,1.10852000e+00
+1.23651674e-04,9.99000000e-01,1.15126000e+00
+1.23651674e-04,9.99500000e-01,1.19446000e+00
+1.23651674e-04,9.99900000e-01,1.23804000e+00
+1.23651674e-04,9.99950000e-01,1.28199000e+00
+1.23651674e-04,9.99990000e-01,1.32638000e+00
+3.14557468e-04,5.70000000e+01,1.37142000e+00
+3.14557468e-04,1.00000000e-12,1.41714000e+00
+3.14557468e-04,2.50000000e-02,1.46363000e+00
+3.14557468e-04,5.00000000e-02,1.51121000e+00
+3.14557468e-04,7.50000000e-02,1.56063000e+00
+3.14557468e-04,1.00000000e-01,1.61195000e+00
+3.14557468e-04,1.50000000e-01,1.66289000e+00
+3.14557468e-04,2.00000000e-01,1.70825000e+00
+3.14557468e-04,2.50000000e-01,1.74299000e+00
+3.14557468e-04,3.00000000e-01,1.76896000e+00
+3.14557468e-04,3.50000000e-01,1.78954000e+00
+3.14557468e-04,4.00000000e-01,1.79936000e+00
+3.14557468e-04,4.50000000e-01,1.81384000e+00
+3.14557468e-04,5.00000000e-01,1.82907000e+00
+3.14557468e-04,5.50000000e-01,1.83778000e+00
+3.14557468e-04,6.00000000e-01,1.83962000e+00
+3.14557468e-04,6.50000000e-01,1.84243000e+00
+3.14557468e-04,7.00000000e-01,1.84258000e+00
+3.14557468e-04,7.50000000e-01,1.84196000e+00
+3.14557468e-04,8.00000000e-01,1.84187000e+00
+3.14557468e-04,8.50000000e-01,1.84185000e+00
+3.14557468e-04,9.00000000e-01,1.84282000e+00
+3.14557468e-04,9.25000000e-01,1.39998000e+00
+3.14557468e-04,9.50000000e-01,1.42244000e+00
+3.14557468e-04,9.70000000e-01,1.44505000e+00
+3.14557468e-04,9.90000000e-01,1.46796000e+00
+3.14557468e-04,9.95000000e-01,1.49123000e+00
+3.14557468e-04,9.99000000e-01,1.53894000e+00
+3.14557468e-04,9.99500000e-01,1.58819000e+00
+3.14557468e-04,9.99900000e-01,1.63894000e+00
+3.14557468e-04,9.99950000e-01,1.69111000e+00
+3.14557468e-04,9.99990000e-01,1.74458000e+00
+6.10098560e-04,5.70000000e+01,1.79919000e+00
+6.10098560e-04,1.00000000e-12,1.85469000e+00
+6.10098560e-04,2.50000000e-02,1.91070000e+00
+6.10098560e-04,5.00000000e-02,1.96665000e+00
+6.10098560e-04,7.50000000e-02,2.02184000e+00
+6.10098560e-04,1.00000000e-01,2.07528000e+00
+6.10098560e-04,1.50000000e-01,2.12567000e+00
+6.10098560e-04,2.00000000e-01,2.17141000e+00
+6.10098560e-04,2.50000000e-01,2.21094000e+00
+6.10098560e-04,3.00000000e-01,2.24425000e+00
+6.10098560e-04,3.50000000e-01,2.26942000e+00
+6.10098560e-04,4.00000000e-01,2.27608000e+00
+6.10098560e-04,4.50000000e-01,2.27668000e+00
+6.10098560e-04,5.00000000e-01,2.27584000e+00
+6.10098560e-04,5.50000000e-01,2.30235000e+00
+6.10098560e-04,6.00000000e-01,2.31901000e+00
+6.10098560e-04,6.50000000e-01,2.31434000e+00
+6.10098560e-04,7.00000000e-01,2.31057000e+00
+6.10098560e-04,7.50000000e-01,2.30953000e+00
+6.10098560e-04,8.00000000e-01,2.30987000e+00
+6.10098560e-04,8.50000000e-01,2.30850000e+00
+6.10098560e-04,9.00000000e-01,2.31262000e+00
+6.10098560e-04,9.25000000e-01,1.72634000e+00
+6.10098560e-04,9.50000000e-01,1.75276000e+00
+6.10098560e-04,9.70000000e-01,1.77924000e+00
+6.10098560e-04,9.90000000e-01,1.80583000e+00
+6.10098560e-04,9.95000000e-01,1.83263000e+00
+6.10098560e-04,9.99000000e-01,1.88703000e+00
+6.10098560e-04,9.99500000e-01,1.94236000e+00
+6.10098560e-04,9.99900000e-01,1.99845000e+00
+6.10098560e-04,9.99950000e-01,2.05513000e+00
+6.10098560e-04,9.99990000e-01,2.11215000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z53.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z53.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0cc1abb68466d5655777da54b5603d5c0fafb4a
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z53.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=53
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,9.97550000e-01
+1.23651674e-04,9.50000000e-01,1.01784000e+00
+1.23651674e-04,9.70000000e-01,1.03820000e+00
+1.23651674e-04,9.90000000e-01,1.05869000e+00
+1.23651674e-04,9.95000000e-01,1.07935000e+00
+1.23651674e-04,9.99000000e-01,1.12116000e+00
+1.23651674e-04,9.99500000e-01,1.16355000e+00
+1.23651674e-04,9.99900000e-01,1.20648000e+00
+1.23651674e-04,9.99950000e-01,1.24994000e+00
+1.23651674e-04,9.99990000e-01,1.29401000e+00
+3.14557468e-04,5.70000000e+01,1.33888000e+00
+3.14557468e-04,1.00000000e-12,1.38461000e+00
+3.14557468e-04,2.50000000e-02,1.43132000e+00
+3.14557468e-04,5.00000000e-02,1.47935000e+00
+3.14557468e-04,7.50000000e-02,1.52945000e+00
+3.14557468e-04,1.00000000e-01,1.58167000e+00
+3.14557468e-04,1.50000000e-01,1.63358000e+00
+3.14557468e-04,2.00000000e-01,1.67959000e+00
+3.14557468e-04,2.50000000e-01,1.71432000e+00
+3.14557468e-04,3.00000000e-01,1.73978000e+00
+3.14557468e-04,3.50000000e-01,1.75963000e+00
+3.14557468e-04,4.00000000e-01,1.76896000e+00
+3.14557468e-04,4.50000000e-01,1.78282000e+00
+3.14557468e-04,5.00000000e-01,1.79737000e+00
+3.14557468e-04,5.50000000e-01,1.80500000e+00
+3.14557468e-04,6.00000000e-01,1.80653000e+00
+3.14557468e-04,6.50000000e-01,1.80913000e+00
+3.14557468e-04,7.00000000e-01,1.80924000e+00
+3.14557468e-04,7.50000000e-01,1.80856000e+00
+3.14557468e-04,8.00000000e-01,1.80846000e+00
+3.14557468e-04,8.50000000e-01,1.80844000e+00
+3.14557468e-04,9.00000000e-01,1.80948000e+00
+3.14557468e-04,9.25000000e-01,1.36578000e+00
+3.14557468e-04,9.50000000e-01,1.38803000e+00
+3.14557468e-04,9.70000000e-01,1.41045000e+00
+3.14557468e-04,9.90000000e-01,1.43317000e+00
+3.14557468e-04,9.95000000e-01,1.45627000e+00
+3.14557468e-04,9.99000000e-01,1.50367000e+00
+3.14557468e-04,9.99500000e-01,1.55264000e+00
+3.14557468e-04,9.99900000e-01,1.60317000e+00
+3.14557468e-04,9.99950000e-01,1.65517000e+00
+3.14557468e-04,9.99990000e-01,1.70855000e+00
+6.10098560e-04,5.70000000e+01,1.76314000e+00
+6.10098560e-04,1.00000000e-12,1.81874000e+00
+6.10098560e-04,2.50000000e-02,1.87493000e+00
+6.10098560e-04,5.00000000e-02,1.93121000e+00
+6.10098560e-04,7.50000000e-02,1.98686000e+00
+6.10098560e-04,1.00000000e-01,2.04090000e+00
+6.10098560e-04,1.50000000e-01,2.09204000e+00
+6.10098560e-04,2.00000000e-01,2.13865000e+00
+6.10098560e-04,2.50000000e-01,2.17905000e+00
+6.10098560e-04,3.00000000e-01,2.21294000e+00
+6.10098560e-04,3.50000000e-01,2.23781000e+00
+6.10098560e-04,4.00000000e-01,2.24371000e+00
+6.10098560e-04,4.50000000e-01,2.24286000e+00
+6.10098560e-04,5.00000000e-01,2.24034000e+00
+6.10098560e-04,5.50000000e-01,2.26575000e+00
+6.10098560e-04,6.00000000e-01,2.28259000e+00
+6.10098560e-04,6.50000000e-01,2.27806000e+00
+6.10098560e-04,7.00000000e-01,2.27429000e+00
+6.10098560e-04,7.50000000e-01,2.27328000e+00
+6.10098560e-04,8.00000000e-01,2.27362000e+00
+6.10098560e-04,8.50000000e-01,2.27234000e+00
+6.10098560e-04,9.00000000e-01,2.27637000e+00
+6.10098560e-04,9.25000000e-01,1.68947000e+00
+6.10098560e-04,9.50000000e-01,1.71463000e+00
+6.10098560e-04,9.70000000e-01,1.73990000e+00
+6.10098560e-04,9.90000000e-01,1.76541000e+00
+6.10098560e-04,9.95000000e-01,1.79124000e+00
+6.10098560e-04,9.99000000e-01,1.84409000e+00
+6.10098560e-04,9.99500000e-01,1.89842000e+00
+6.10098560e-04,9.99900000e-01,1.95416000e+00
+6.10098560e-04,9.99950000e-01,2.01121000e+00
+6.10098560e-04,9.99990000e-01,2.06940000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z54.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z54.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a81d310489b8dfda2c1881cbef17c270132e74b
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z54.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=54
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,9.71040000e-01
+1.23651674e-04,9.50000000e-01,9.90918000e-01
+1.23651674e-04,9.70000000e-01,1.01087000e+00
+1.23651674e-04,9.90000000e-01,1.03096000e+00
+1.23651674e-04,9.95000000e-01,1.05121000e+00
+1.23651674e-04,9.99000000e-01,1.09222000e+00
+1.23651674e-04,9.99500000e-01,1.13384000e+00
+1.23651674e-04,9.99900000e-01,1.17604000e+00
+1.23651674e-04,9.99950000e-01,1.21885000e+00
+1.23651674e-04,9.99990000e-01,1.26241000e+00
+3.14557468e-04,5.70000000e+01,1.30696000e+00
+3.14557468e-04,1.00000000e-12,1.35261000e+00
+3.14557468e-04,2.50000000e-02,1.39949000e+00
+3.14557468e-04,5.00000000e-02,1.44798000e+00
+3.14557468e-04,7.50000000e-02,1.49881000e+00
+3.14557468e-04,1.00000000e-01,1.55198000e+00
+3.14557468e-04,1.50000000e-01,1.60493000e+00
+3.14557468e-04,2.00000000e-01,1.65170000e+00
+3.14557468e-04,2.50000000e-01,1.68648000e+00
+3.14557468e-04,3.00000000e-01,1.71144000e+00
+3.14557468e-04,3.50000000e-01,1.73040000e+00
+3.14557468e-04,4.00000000e-01,1.73913000e+00
+3.14557468e-04,4.50000000e-01,1.75232000e+00
+3.14557468e-04,5.00000000e-01,1.76616000e+00
+3.14557468e-04,5.50000000e-01,1.77248000e+00
+3.14557468e-04,6.00000000e-01,1.77361000e+00
+3.14557468e-04,6.50000000e-01,1.77600000e+00
+3.14557468e-04,7.00000000e-01,1.77603000e+00
+3.14557468e-04,7.50000000e-01,1.77520000e+00
+3.14557468e-04,8.00000000e-01,1.77520000e+00
+3.14557468e-04,8.50000000e-01,1.77619000e+00
+3.14557468e-04,9.00000000e-01,1.77622000e+00
+3.14557468e-04,9.25000000e-01,1.33279000e+00
+3.14557468e-04,9.50000000e-01,1.35481000e+00
+3.14557468e-04,9.70000000e-01,1.37700000e+00
+3.14557468e-04,9.90000000e-01,1.39951000e+00
+3.14557468e-04,9.95000000e-01,1.42240000e+00
+3.14557468e-04,9.99000000e-01,1.46941000e+00
+3.14557468e-04,9.99500000e-01,1.51804000e+00
+3.14557468e-04,9.99900000e-01,1.56828000e+00
+3.14557468e-04,9.99950000e-01,1.62006000e+00
+3.14557468e-04,9.99990000e-01,1.67328000e+00
+6.10098560e-04,5.70000000e+01,1.72781000e+00
+6.10098560e-04,1.00000000e-12,1.78343000e+00
+6.10098560e-04,2.50000000e-02,1.83978000e+00
+6.10098560e-04,5.00000000e-02,1.89634000e+00
+6.10098560e-04,7.50000000e-02,1.95243000e+00
+6.10098560e-04,1.00000000e-01,2.00709000e+00
+6.10098560e-04,1.50000000e-01,2.05901000e+00
+6.10098560e-04,2.00000000e-01,2.10655000e+00
+6.10098560e-04,2.50000000e-01,2.14791000e+00
+6.10098560e-04,3.00000000e-01,2.18244000e+00
+6.10098560e-04,3.50000000e-01,2.20704000e+00
+6.10098560e-04,4.00000000e-01,2.21214000e+00
+6.10098560e-04,4.50000000e-01,2.20975000e+00
+6.10098560e-04,5.00000000e-01,2.20538000e+00
+6.10098560e-04,5.50000000e-01,2.22938000e+00
+6.10098560e-04,6.00000000e-01,2.24629000e+00
+6.10098560e-04,6.50000000e-01,2.24173000e+00
+6.10098560e-04,7.00000000e-01,2.23761000e+00
+6.10098560e-04,7.50000000e-01,2.23654000e+00
+6.10098560e-04,8.00000000e-01,2.23760000e+00
+6.10098560e-04,8.50000000e-01,2.23861000e+00
+6.10098560e-04,9.00000000e-01,2.23965000e+00
+6.10098560e-04,9.25000000e-01,1.65217000e+00
+6.10098560e-04,9.50000000e-01,1.67720000e+00
+6.10098560e-04,9.70000000e-01,1.70235000e+00
+6.10098560e-04,9.90000000e-01,1.72775000e+00
+6.10098560e-04,9.95000000e-01,1.75349000e+00
+6.10098560e-04,9.99000000e-01,1.80619000e+00
+6.10098560e-04,9.99500000e-01,1.86043000e+00
+6.10098560e-04,9.99900000e-01,1.91614000e+00
+6.10098560e-04,9.99950000e-01,1.97323000e+00
+6.10098560e-04,9.99990000e-01,2.03154000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z55.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z55.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5bbf6d4be5e303ec67ad420d84142f9c0209041
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z55.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=55
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,9.45430000e-01
+1.23651674e-04,9.50000000e-01,9.64914000e-01
+1.23651674e-04,9.70000000e-01,9.84470000e-01
+1.23651674e-04,9.90000000e-01,1.00416000e+00
+1.23651674e-04,9.95000000e-01,1.02402000e+00
+1.23651674e-04,9.99000000e-01,1.06426000e+00
+1.23651674e-04,9.99500000e-01,1.10514000e+00
+1.23651674e-04,9.99900000e-01,1.14665000e+00
+1.23651674e-04,9.99950000e-01,1.18885000e+00
+1.23651674e-04,9.99990000e-01,1.23191000e+00
+3.14557468e-04,5.70000000e+01,1.27611000e+00
+3.14557468e-04,1.00000000e-12,1.32162000e+00
+3.14557468e-04,2.50000000e-02,1.36859000e+00
+3.14557468e-04,5.00000000e-02,1.41743000e+00
+3.14557468e-04,7.50000000e-02,1.46893000e+00
+3.14557468e-04,1.00000000e-01,1.52306000e+00
+3.14557468e-04,1.50000000e-01,1.57708000e+00
+3.14557468e-04,2.00000000e-01,1.62455000e+00
+3.14557468e-04,2.50000000e-01,1.65920000e+00
+3.14557468e-04,3.00000000e-01,1.68350000e+00
+3.14557468e-04,3.50000000e-01,1.70178000e+00
+3.14557468e-04,4.00000000e-01,1.71015000e+00
+3.14557468e-04,4.50000000e-01,1.72291000e+00
+3.14557468e-04,5.00000000e-01,1.73619000e+00
+3.14557468e-04,5.50000000e-01,1.74124000e+00
+3.14557468e-04,6.00000000e-01,1.74203000e+00
+3.14557468e-04,6.50000000e-01,1.74408000e+00
+3.14557468e-04,7.00000000e-01,1.74397000e+00
+3.14557468e-04,7.50000000e-01,1.74361000e+00
+3.14557468e-04,8.00000000e-01,1.74406000e+00
+3.14557468e-04,8.50000000e-01,1.74411000e+00
+3.14557468e-04,9.00000000e-01,1.74425000e+00
+3.14557468e-04,9.25000000e-01,1.30099000e+00
+3.14557468e-04,9.50000000e-01,1.32278000e+00
+3.14557468e-04,9.70000000e-01,1.34474000e+00
+3.14557468e-04,9.90000000e-01,1.36703000e+00
+3.14557468e-04,9.95000000e-01,1.38971000e+00
+3.14557468e-04,9.99000000e-01,1.43633000e+00
+3.14557468e-04,9.99500000e-01,1.48460000e+00
+3.14557468e-04,9.99900000e-01,1.53453000e+00
+3.14557468e-04,9.99950000e-01,1.58605000e+00
+3.14557468e-04,9.99990000e-01,1.63909000e+00
+6.10098560e-04,5.70000000e+01,1.69351000e+00
+6.10098560e-04,1.00000000e-12,1.74912000e+00
+6.10098560e-04,2.50000000e-02,1.80556000e+00
+6.10098560e-04,5.00000000e-02,1.86236000e+00
+6.10098560e-04,7.50000000e-02,1.91882000e+00
+6.10098560e-04,1.00000000e-01,1.97401000e+00
+6.10098560e-04,1.50000000e-01,2.02664000e+00
+6.10098560e-04,2.00000000e-01,2.07504000e+00
+6.10098560e-04,2.50000000e-01,2.11731000e+00
+6.10098560e-04,3.00000000e-01,2.15252000e+00
+6.10098560e-04,3.50000000e-01,2.17701000e+00
+6.10098560e-04,4.00000000e-01,2.18149000e+00
+6.10098560e-04,4.50000000e-01,2.17784000e+00
+6.10098560e-04,5.00000000e-01,2.17192000e+00
+6.10098560e-04,5.50000000e-01,2.19458000e+00
+6.10098560e-04,6.00000000e-01,2.21131000e+00
+6.10098560e-04,6.50000000e-01,2.20654000e+00
+6.10098560e-04,7.00000000e-01,2.20284000e+00
+6.10098560e-04,7.50000000e-01,2.20295000e+00
+6.10098560e-04,8.00000000e-01,2.20407000e+00
+6.10098560e-04,8.50000000e-01,2.20358000e+00
+6.10098560e-04,9.00000000e-01,2.20456000e+00
+6.10098560e-04,9.25000000e-01,1.61620000e+00
+6.10098560e-04,9.50000000e-01,1.64109000e+00
+6.10098560e-04,9.70000000e-01,1.66611000e+00
+6.10098560e-04,9.90000000e-01,1.69139000e+00
+6.10098560e-04,9.95000000e-01,1.71702000e+00
+6.10098560e-04,9.99000000e-01,1.76954000e+00
+6.10098560e-04,9.99500000e-01,1.82364000e+00
+6.10098560e-04,9.99900000e-01,1.87929000e+00
+6.10098560e-04,9.99950000e-01,1.93637000e+00
+6.10098560e-04,9.99990000e-01,1.99474000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z56.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z56.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40a144a142fb3f5675a0269d14bcd2fb989a4fef
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z56.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=56
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,9.20960000e-01
+1.23651674e-04,9.50000000e-01,9.39797000e-01
+1.23651674e-04,9.70000000e-01,9.58730000e-01
+1.23651674e-04,9.90000000e-01,9.77841000e-01
+1.23651674e-04,9.95000000e-01,9.97160000e-01
+1.23651674e-04,9.99000000e-01,1.03645000e+00
+1.23651674e-04,9.99500000e-01,1.07657000e+00
+1.23651674e-04,9.99900000e-01,1.11753000e+00
+1.23651674e-04,9.99950000e-01,1.15935000e+00
+1.23651674e-04,9.99990000e-01,1.20219000e+00
+3.14557468e-04,5.70000000e+01,1.24627000e+00
+3.14557468e-04,1.00000000e-12,1.29175000e+00
+3.14557468e-04,2.50000000e-02,1.33880000e+00
+3.14557468e-04,5.00000000e-02,1.38785000e+00
+3.14557468e-04,7.50000000e-02,1.43970000e+00
+3.14557468e-04,1.00000000e-01,1.49438000e+00
+3.14557468e-04,1.50000000e-01,1.54925000e+00
+3.14557468e-04,2.00000000e-01,1.59803000e+00
+3.14557468e-04,2.50000000e-01,1.63391000e+00
+3.14557468e-04,3.00000000e-01,1.65653000e+00
+3.14557468e-04,3.50000000e-01,1.67256000e+00
+3.14557468e-04,4.00000000e-01,1.68299000e+00
+3.14557468e-04,4.50000000e-01,1.69568000e+00
+3.14557468e-04,5.00000000e-01,1.70631000e+00
+3.14557468e-04,5.50000000e-01,1.71117000e+00
+3.14557468e-04,6.00000000e-01,1.71169000e+00
+3.14557468e-04,6.50000000e-01,1.71330000e+00
+3.14557468e-04,7.00000000e-01,1.71323000e+00
+3.14557468e-04,7.50000000e-01,1.71241000e+00
+3.14557468e-04,8.00000000e-01,1.71242000e+00
+3.14557468e-04,8.50000000e-01,1.71357000e+00
+3.14557468e-04,9.00000000e-01,1.71349000e+00
+3.14557468e-04,9.25000000e-01,1.27253000e+00
+3.14557468e-04,9.50000000e-01,1.29405000e+00
+3.14557468e-04,9.70000000e-01,1.31575000e+00
+3.14557468e-04,9.90000000e-01,1.33779000e+00
+3.14557468e-04,9.95000000e-01,1.36022000e+00
+3.14557468e-04,9.99000000e-01,1.40635000e+00
+3.14557468e-04,9.99500000e-01,1.45417000e+00
+3.14557468e-04,9.99900000e-01,1.50367000e+00
+3.14557468e-04,9.99950000e-01,1.55482000e+00
+3.14557468e-04,9.99990000e-01,1.60753000e+00
+6.10098560e-04,5.70000000e+01,1.66170000e+00
+6.10098560e-04,1.00000000e-12,1.71714000e+00
+6.10098560e-04,2.50000000e-02,1.77350000e+00
+6.10098560e-04,5.00000000e-02,1.83033000e+00
+6.10098560e-04,7.50000000e-02,1.88697000e+00
+6.10098560e-04,1.00000000e-01,1.94250000e+00
+6.10098560e-04,1.50000000e-01,1.99564000e+00
+6.10098560e-04,2.00000000e-01,2.04469000e+00
+6.10098560e-04,2.50000000e-01,2.08773000e+00
+6.10098560e-04,3.00000000e-01,2.12352000e+00
+6.10098560e-04,3.50000000e-01,2.14797000e+00
+6.10098560e-04,4.00000000e-01,2.15195000e+00
+6.10098560e-04,4.50000000e-01,2.14720000e+00
+6.10098560e-04,5.00000000e-01,2.13981000e+00
+6.10098560e-04,5.50000000e-01,2.16060000e+00
+6.10098560e-04,6.00000000e-01,2.17703000e+00
+6.10098560e-04,6.50000000e-01,2.17265000e+00
+6.10098560e-04,7.00000000e-01,2.16864000e+00
+6.10098560e-04,7.50000000e-01,2.16761000e+00
+6.10098560e-04,8.00000000e-01,2.16860000e+00
+6.10098560e-04,8.50000000e-01,2.16927000e+00
+6.10098560e-04,9.00000000e-01,2.17035000e+00
+6.10098560e-04,9.25000000e-01,1.58444000e+00
+6.10098560e-04,9.50000000e-01,1.60913000e+00
+6.10098560e-04,9.70000000e-01,1.63397000e+00
+6.10098560e-04,9.90000000e-01,1.65908000e+00
+6.10098560e-04,9.95000000e-01,1.68455000e+00
+6.10098560e-04,9.99000000e-01,1.73676000e+00
+6.10098560e-04,9.99500000e-01,1.79059000e+00
+6.10098560e-04,9.99900000e-01,1.84600000e+00
+6.10098560e-04,9.99950000e-01,1.90290000e+00
+6.10098560e-04,9.99990000e-01,1.96115000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z57.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z57.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b59002440e9fdab7838832c17399ea58764017b6
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z57.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=57
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,9.00040000e-01
+1.23651674e-04,9.50000000e-01,9.18012000e-01
+1.23651674e-04,9.70000000e-01,9.36110000e-01
+1.23651674e-04,9.90000000e-01,9.54438000e-01
+1.23651674e-04,9.95000000e-01,9.73020000e-01
+1.23651674e-04,9.99000000e-01,1.01097000e+00
+1.23651674e-04,9.99500000e-01,1.05000000e+00
+1.23651674e-04,9.99900000e-01,1.09009000e+00
+1.23651674e-04,9.99950000e-01,1.13129000e+00
+1.23651674e-04,9.99990000e-01,1.17370000e+00
+3.14557468e-04,5.70000000e+01,1.21748000e+00
+3.14557468e-04,1.00000000e-12,1.26278000e+00
+3.14557468e-04,2.50000000e-02,1.30985000e+00
+3.14557468e-04,5.00000000e-02,1.35917000e+00
+3.14557468e-04,7.50000000e-02,1.41165000e+00
+3.14557468e-04,1.00000000e-01,1.46730000e+00
+3.14557468e-04,1.50000000e-01,1.52314000e+00
+3.14557468e-04,2.00000000e-01,1.57195000e+00
+3.14557468e-04,2.50000000e-01,1.60671000e+00
+3.14557468e-04,3.00000000e-01,1.63023000e+00
+3.14557468e-04,3.50000000e-01,1.64730000e+00
+3.14557468e-04,4.00000000e-01,1.65483000e+00
+3.14557468e-04,4.50000000e-01,1.66648000e+00
+3.14557468e-04,5.00000000e-01,1.67840000e+00
+3.14557468e-04,5.50000000e-01,1.68103000e+00
+3.14557468e-04,6.00000000e-01,1.68120000e+00
+3.14557468e-04,6.50000000e-01,1.68294000e+00
+3.14557468e-04,7.00000000e-01,1.68285000e+00
+3.14557468e-04,7.50000000e-01,1.68180000e+00
+3.14557468e-04,8.00000000e-01,1.68179000e+00
+3.14557468e-04,8.50000000e-01,1.68291000e+00
+3.14557468e-04,9.00000000e-01,1.68293000e+00
+3.14557468e-04,9.25000000e-01,1.23848000e+00
+3.14557468e-04,9.50000000e-01,1.25989000e+00
+3.14557468e-04,9.70000000e-01,1.28149000e+00
+3.14557468e-04,9.90000000e-01,1.30343000e+00
+3.14557468e-04,9.95000000e-01,1.32578000e+00
+3.14557468e-04,9.99000000e-01,1.37179000e+00
+3.14557468e-04,9.99500000e-01,1.41953000e+00
+3.14557468e-04,9.99900000e-01,1.46903000e+00
+3.14557468e-04,9.99950000e-01,1.52024000e+00
+3.14557468e-04,9.99990000e-01,1.57309000e+00
+6.10098560e-04,5.70000000e+01,1.62748000e+00
+6.10098560e-04,1.00000000e-12,1.68324000e+00
+6.10098560e-04,2.50000000e-02,1.74005000e+00
+6.10098560e-04,5.00000000e-02,1.79743000e+00
+6.10098560e-04,7.50000000e-02,1.85475000e+00
+6.10098560e-04,1.00000000e-01,1.91108000e+00
+6.10098560e-04,1.50000000e-01,1.96513000e+00
+6.10098560e-04,2.00000000e-01,2.01516000e+00
+6.10098560e-04,2.50000000e-01,2.05912000e+00
+6.10098560e-04,3.00000000e-01,2.09548000e+00
+6.10098560e-04,3.50000000e-01,2.11956000e+00
+6.10098560e-04,4.00000000e-01,2.12270000e+00
+6.10098560e-04,4.50000000e-01,2.11641000e+00
+6.10098560e-04,5.00000000e-01,2.10726000e+00
+6.10098560e-04,5.50000000e-01,2.12696000e+00
+6.10098560e-04,6.00000000e-01,2.14355000e+00
+6.10098560e-04,6.50000000e-01,2.13904000e+00
+6.10098560e-04,7.00000000e-01,2.13503000e+00
+6.10098560e-04,7.50000000e-01,2.13410000e+00
+6.10098560e-04,8.00000000e-01,2.13508000e+00
+6.10098560e-04,8.50000000e-01,2.13541000e+00
+6.10098560e-04,9.00000000e-01,2.13655000e+00
+6.10098560e-04,9.25000000e-01,1.54378000e+00
+6.10098560e-04,9.50000000e-01,1.56856000e+00
+6.10098560e-04,9.70000000e-01,1.59350000e+00
+6.10098560e-04,9.90000000e-01,1.61872000e+00
+6.10098560e-04,9.95000000e-01,1.64433000e+00
+6.10098560e-04,9.99000000e-01,1.69686000e+00
+6.10098560e-04,9.99500000e-01,1.75108000e+00
+6.10098560e-04,9.99900000e-01,1.80697000e+00
+6.10098560e-04,9.99950000e-01,1.86441000e+00
+6.10098560e-04,9.99990000e-01,1.92329000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z58.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z58.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8bf36d8c86d064500f3e1c4af0f95a71d06d2cc
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z58.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=58
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,8.77220000e-01
+1.23651674e-04,9.50000000e-01,8.94784000e-01
+1.23651674e-04,9.70000000e-01,9.12480000e-01
+1.23651674e-04,9.90000000e-01,9.30418000e-01
+1.23651674e-04,9.95000000e-01,9.48620000e-01
+1.23651674e-04,9.99000000e-01,9.85830000e-01
+1.23651674e-04,9.99500000e-01,1.02414000e+00
+1.23651674e-04,9.99900000e-01,1.06358000e+00
+1.23651674e-04,9.99950000e-01,1.10421000e+00
+1.23651674e-04,9.99990000e-01,1.14614000e+00
+3.14557468e-04,5.70000000e+01,1.18956000e+00
+3.14557468e-04,1.00000000e-12,1.23466000e+00
+3.14557468e-04,2.50000000e-02,1.28169000e+00
+3.14557468e-04,5.00000000e-02,1.33118000e+00
+3.14557468e-04,7.50000000e-02,1.38403000e+00
+3.14557468e-04,1.00000000e-01,1.44024000e+00
+3.14557468e-04,1.50000000e-01,1.49676000e+00
+3.14557468e-04,2.00000000e-01,1.54610000e+00
+3.14557468e-04,2.50000000e-01,1.58094000e+00
+3.14557468e-04,3.00000000e-01,1.60421000e+00
+3.14557468e-04,3.50000000e-01,1.62083000e+00
+3.14557468e-04,4.00000000e-01,1.62800000e+00
+3.14557468e-04,4.50000000e-01,1.63911000e+00
+3.14557468e-04,5.00000000e-01,1.65039000e+00
+3.14557468e-04,5.50000000e-01,1.65217000e+00
+3.14557468e-04,6.00000000e-01,1.65217000e+00
+3.14557468e-04,6.50000000e-01,1.65367000e+00
+3.14557468e-04,7.00000000e-01,1.65343000e+00
+3.14557468e-04,7.50000000e-01,1.65296000e+00
+3.14557468e-04,8.00000000e-01,1.65346000e+00
+3.14557468e-04,8.50000000e-01,1.65350000e+00
+3.14557468e-04,9.00000000e-01,1.65366000e+00
+3.14557468e-04,9.25000000e-01,1.20955000e+00
+3.14557468e-04,9.50000000e-01,1.23072000e+00
+3.14557468e-04,9.70000000e-01,1.25209000e+00
+3.14557468e-04,9.90000000e-01,1.27382000e+00
+3.14557468e-04,9.95000000e-01,1.29596000e+00
+3.14557468e-04,9.99000000e-01,1.34155000e+00
+3.14557468e-04,9.99500000e-01,1.38892000e+00
+3.14557468e-04,9.99900000e-01,1.43806000e+00
+3.14557468e-04,9.99950000e-01,1.48896000e+00
+3.14557468e-04,9.99990000e-01,1.54155000e+00
+6.10098560e-04,5.70000000e+01,1.59573000e+00
+6.10098560e-04,1.00000000e-12,1.65136000e+00
+6.10098560e-04,2.50000000e-02,1.70811000e+00
+6.10098560e-04,5.00000000e-02,1.76553000e+00
+6.10098560e-04,7.50000000e-02,1.82301000e+00
+6.10098560e-04,1.00000000e-01,1.87962000e+00
+6.10098560e-04,1.50000000e-01,1.93409000e+00
+6.10098560e-04,2.00000000e-01,1.98468000e+00
+6.10098560e-04,2.50000000e-01,2.02927000e+00
+6.10098560e-04,3.00000000e-01,2.06616000e+00
+6.10098560e-04,3.50000000e-01,2.09035000e+00
+6.10098560e-04,4.00000000e-01,2.09321000e+00
+6.10098560e-04,4.50000000e-01,2.08626000e+00
+6.10098560e-04,5.00000000e-01,2.07622000e+00
+6.10098560e-04,5.50000000e-01,2.09495000e+00
+6.10098560e-04,6.00000000e-01,2.11129000e+00
+6.10098560e-04,6.50000000e-01,2.10664000e+00
+6.10098560e-04,7.00000000e-01,2.10300000e+00
+6.10098560e-04,7.50000000e-01,2.10307000e+00
+6.10098560e-04,8.00000000e-01,2.10410000e+00
+6.10098560e-04,8.50000000e-01,2.10319000e+00
+6.10098560e-04,9.00000000e-01,2.10431000e+00
+6.10098560e-04,9.25000000e-01,1.51070000e+00
+6.10098560e-04,9.50000000e-01,1.53533000e+00
+6.10098560e-04,9.70000000e-01,1.56012000e+00
+6.10098560e-04,9.90000000e-01,1.58522000e+00
+6.10098560e-04,9.95000000e-01,1.61071000e+00
+6.10098560e-04,9.99000000e-01,1.66302000e+00
+6.10098560e-04,9.99500000e-01,1.71706000e+00
+6.10098560e-04,9.99900000e-01,1.77280000e+00
+6.10098560e-04,9.99950000e-01,1.83016000e+00
+6.10098560e-04,9.99990000e-01,1.88902000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z59.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z59.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a81dc59f935da8aebccd9dd39e111b9cecd9b9b4
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z59.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=59
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,8.56450000e-01
+1.23651674e-04,9.50000000e-01,8.73454000e-01
+1.23651674e-04,9.70000000e-01,8.90590000e-01
+1.23651674e-04,9.90000000e-01,9.07971000e-01
+1.23651674e-04,9.95000000e-01,9.25630000e-01
+1.23651674e-04,9.99000000e-01,9.61810000e-01
+1.23651674e-04,9.99500000e-01,9.99160000e-01
+1.23651674e-04,9.99900000e-01,1.03775000e+00
+1.23651674e-04,9.99950000e-01,1.07766000e+00
+1.23651674e-04,9.99990000e-01,1.11906000e+00
+3.14557468e-04,5.70000000e+01,1.16218000e+00
+3.14557468e-04,1.00000000e-12,1.20721000e+00
+3.14557468e-04,2.50000000e-02,1.25440000e+00
+3.14557468e-04,5.00000000e-02,1.30420000e+00
+3.14557468e-04,7.50000000e-02,1.35736000e+00
+3.14557468e-04,1.00000000e-01,1.41378000e+00
+3.14557468e-04,1.50000000e-01,1.47064000e+00
+3.14557468e-04,2.00000000e-01,1.52101000e+00
+3.14557468e-04,2.50000000e-01,1.55733000e+00
+3.14557468e-04,3.00000000e-01,1.57907000e+00
+3.14557468e-04,3.50000000e-01,1.59322000e+00
+3.14557468e-04,4.00000000e-01,1.60253000e+00
+3.14557468e-04,4.50000000e-01,1.61368000e+00
+3.14557468e-04,5.00000000e-01,1.62244000e+00
+3.14557468e-04,5.50000000e-01,1.62413000e+00
+3.14557468e-04,6.00000000e-01,1.62362000e+00
+3.14557468e-04,6.50000000e-01,1.62447000e+00
+3.14557468e-04,7.00000000e-01,1.62446000e+00
+3.14557468e-04,7.50000000e-01,1.62400000e+00
+3.14557468e-04,8.00000000e-01,1.62405000e+00
+3.14557468e-04,8.50000000e-01,1.62470000e+00
+3.14557468e-04,9.00000000e-01,1.62458000e+00
+3.14557468e-04,9.25000000e-01,1.17958000e+00
+3.14557468e-04,9.50000000e-01,1.20078000e+00
+3.14557468e-04,9.70000000e-01,1.22218000e+00
+3.14557468e-04,9.90000000e-01,1.24395000e+00
+3.14557468e-04,9.95000000e-01,1.26615000e+00
+3.14557468e-04,9.99000000e-01,1.31187000e+00
+3.14557468e-04,9.99500000e-01,1.35940000e+00
+3.14557468e-04,9.99900000e-01,1.40874000e+00
+3.14557468e-04,9.99950000e-01,1.45985000e+00
+3.14557468e-04,9.99990000e-01,1.51270000e+00
+6.10098560e-04,5.70000000e+01,1.56715000e+00
+6.10098560e-04,1.00000000e-12,1.62306000e+00
+6.10098560e-04,2.50000000e-02,1.68009000e+00
+6.10098560e-04,5.00000000e-02,1.73779000e+00
+6.10098560e-04,7.50000000e-02,1.79550000e+00
+6.10098560e-04,1.00000000e-01,1.85227000e+00
+6.10098560e-04,1.50000000e-01,1.90680000e+00
+6.10098560e-04,2.00000000e-01,1.95728000e+00
+6.10098560e-04,2.50000000e-01,2.00155000e+00
+6.10098560e-04,3.00000000e-01,2.03790000e+00
+6.10098560e-04,3.50000000e-01,2.06128000e+00
+6.10098560e-04,4.00000000e-01,2.06359000e+00
+6.10098560e-04,4.50000000e-01,2.05593000e+00
+6.10098560e-04,5.00000000e-01,2.04521000e+00
+6.10098560e-04,5.50000000e-01,2.06331000e+00
+6.10098560e-04,6.00000000e-01,2.07951000e+00
+6.10098560e-04,6.50000000e-01,2.07454000e+00
+6.10098560e-04,7.00000000e-01,2.07085000e+00
+6.10098560e-04,7.50000000e-01,2.07095000e+00
+6.10098560e-04,8.00000000e-01,2.07197000e+00
+6.10098560e-04,8.50000000e-01,2.07102000e+00
+6.10098560e-04,9.00000000e-01,2.07217000e+00
+6.10098560e-04,9.25000000e-01,1.47557000e+00
+6.10098560e-04,9.50000000e-01,1.50040000e+00
+6.10098560e-04,9.70000000e-01,1.52540000e+00
+6.10098560e-04,9.90000000e-01,1.55073000e+00
+6.10098560e-04,9.95000000e-01,1.57646000e+00
+6.10098560e-04,9.99000000e-01,1.62929000e+00
+6.10098560e-04,9.99500000e-01,1.68390000e+00
+6.10098560e-04,9.99900000e-01,1.74023000e+00
+6.10098560e-04,9.99950000e-01,1.79823000e+00
+6.10098560e-04,9.99990000e-01,1.85773000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z6.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z6.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47866d97c3e910e4b270b2734c4f976a06bc76bd
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z6.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=6
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.33622000e+00
+1.23651674e-04,9.50000000e-01,5.38367000e+00
+1.23651674e-04,9.70000000e-01,5.42716000e+00
+1.23651674e-04,9.90000000e-01,5.46369000e+00
+1.23651674e-04,9.95000000e-01,5.49406000e+00
+1.23651674e-04,9.99000000e-01,5.54076000e+00
+1.23651674e-04,9.99500000e-01,5.56969000e+00
+1.23651674e-04,9.99900000e-01,5.58398000e+00
+1.23651674e-04,9.99950000e-01,5.58507000e+00
+1.23651674e-04,9.99990000e-01,5.57515000e+00
+3.14557468e-04,5.70000000e+01,5.55713000e+00
+3.14557468e-04,1.00000000e-12,5.53207000e+00
+3.14557468e-04,2.50000000e-02,5.50116000e+00
+3.14557468e-04,5.00000000e-02,5.46525000e+00
+3.14557468e-04,7.50000000e-02,5.42518000e+00
+3.14557468e-04,1.00000000e-01,5.38222000e+00
+3.14557468e-04,1.50000000e-01,5.33786000e+00
+3.14557468e-04,2.00000000e-01,5.29554000e+00
+3.14557468e-04,2.50000000e-01,5.25886000e+00
+3.14557468e-04,3.00000000e-01,5.22912000e+00
+3.14557468e-04,3.50000000e-01,5.20617000e+00
+3.14557468e-04,4.00000000e-01,5.19597000e+00
+3.14557468e-04,4.50000000e-01,5.18507000e+00
+3.14557468e-04,5.00000000e-01,5.17521000e+00
+3.14557468e-04,5.50000000e-01,5.16376000e+00
+3.14557468e-04,6.00000000e-01,5.16067000e+00
+3.14557468e-04,6.50000000e-01,5.15821000e+00
+3.14557468e-04,7.00000000e-01,5.15788000e+00
+3.14557468e-04,7.50000000e-01,5.15765000e+00
+3.14557468e-04,8.00000000e-01,5.15762000e+00
+3.14557468e-04,8.50000000e-01,5.15759000e+00
+3.14557468e-04,9.00000000e-01,5.15760000e+00
+3.14557468e-04,9.25000000e-01,6.01520000e+00
+3.14557468e-04,9.50000000e-01,6.06861000e+00
+3.14557468e-04,9.70000000e-01,6.11555000e+00
+3.14557468e-04,9.90000000e-01,6.15113000e+00
+3.14557468e-04,9.95000000e-01,6.17674000e+00
+3.14557468e-04,9.99000000e-01,6.20601000e+00
+3.14557468e-04,9.99500000e-01,6.20923000e+00
+3.14557468e-04,9.99900000e-01,6.19348000e+00
+3.14557468e-04,9.99950000e-01,6.16180000e+00
+3.14557468e-04,9.99990000e-01,6.11781000e+00
+6.10098560e-04,5.70000000e+01,6.06607000e+00
+6.10098560e-04,1.00000000e-12,6.00713000e+00
+6.10098560e-04,2.50000000e-02,5.94065000e+00
+6.10098560e-04,5.00000000e-02,5.86782000e+00
+6.10098560e-04,7.50000000e-02,5.79303000e+00
+6.10098560e-04,1.00000000e-01,5.72030000e+00
+6.10098560e-04,1.50000000e-01,5.65002000e+00
+6.10098560e-04,2.00000000e-01,5.58202000e+00
+6.10098560e-04,2.50000000e-01,5.51702000e+00
+6.10098560e-04,3.00000000e-01,5.45833000e+00
+6.10098560e-04,3.50000000e-01,5.40413000e+00
+6.10098560e-04,4.00000000e-01,5.37492000e+00
+6.10098560e-04,4.50000000e-01,5.34642000e+00
+6.10098560e-04,5.00000000e-01,5.32641000e+00
+6.10098560e-04,5.50000000e-01,5.31139000e+00
+6.10098560e-04,6.00000000e-01,5.30768000e+00
+6.10098560e-04,6.50000000e-01,5.30470000e+00
+6.10098560e-04,7.00000000e-01,5.30433000e+00
+6.10098560e-04,7.50000000e-01,5.30402000e+00
+6.10098560e-04,8.00000000e-01,5.30397000e+00
+6.10098560e-04,8.50000000e-01,5.30397000e+00
+6.10098560e-04,9.00000000e-01,5.30391000e+00
+6.10098560e-04,9.25000000e-01,6.49833000e+00
+6.10098560e-04,9.50000000e-01,6.55337000e+00
+6.10098560e-04,9.70000000e-01,6.59962000e+00
+6.10098560e-04,9.90000000e-01,6.63044000e+00
+6.10098560e-04,9.95000000e-01,6.64785000e+00
+6.10098560e-04,9.99000000e-01,6.65407000e+00
+6.10098560e-04,9.99500000e-01,6.62812000e+00
+6.10098560e-04,9.99900000e-01,6.58119000e+00
+6.10098560e-04,9.99950000e-01,6.51756000e+00
+6.10098560e-04,9.99990000e-01,6.44157000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z60.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z60.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbfb5109a82fa986e687a965dcc81634d03c7520
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z60.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=60
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,8.35520000e-01
+1.23651674e-04,9.50000000e-01,8.52094000e-01
+1.23651674e-04,9.70000000e-01,8.68810000e-01
+1.23651674e-04,9.90000000e-01,8.85786000e-01
+1.23651674e-04,9.95000000e-01,9.03050000e-01
+1.23651674e-04,9.99000000e-01,9.38470000e-01
+1.23651674e-04,9.99500000e-01,9.75140000e-01
+1.23651674e-04,9.99900000e-01,1.01310000e+00
+1.23651674e-04,9.99950000e-01,1.05248000e+00
+1.23651674e-04,9.99990000e-01,1.09344000e+00
+3.14557468e-04,5.70000000e+01,1.13622000e+00
+3.14557468e-04,1.00000000e-12,1.18104000e+00
+3.14557468e-04,2.50000000e-02,1.22817000e+00
+3.14557468e-04,5.00000000e-02,1.27806000e+00
+3.14557468e-04,7.50000000e-02,1.33149000e+00
+3.14557468e-04,1.00000000e-01,1.38835000e+00
+3.14557468e-04,1.50000000e-01,1.44578000e+00
+3.14557468e-04,2.00000000e-01,1.49666000e+00
+3.14557468e-04,2.50000000e-01,1.53319000e+00
+3.14557468e-04,3.00000000e-01,1.55475000e+00
+3.14557468e-04,3.50000000e-01,1.56829000e+00
+3.14557468e-04,4.00000000e-01,1.57716000e+00
+3.14557468e-04,4.50000000e-01,1.58776000e+00
+3.14557468e-04,5.00000000e-01,1.59593000e+00
+3.14557468e-04,5.50000000e-01,1.59676000e+00
+3.14557468e-04,6.00000000e-01,1.59589000e+00
+3.14557468e-04,6.50000000e-01,1.59663000e+00
+3.14557468e-04,7.00000000e-01,1.59685000e+00
+3.14557468e-04,7.50000000e-01,1.59675000e+00
+3.14557468e-04,8.00000000e-01,1.59667000e+00
+3.14557468e-04,8.50000000e-01,1.59678000e+00
+3.14557468e-04,9.00000000e-01,1.59672000e+00
+3.14557468e-04,9.25000000e-01,1.15278000e+00
+3.14557468e-04,9.50000000e-01,1.17373000e+00
+3.14557468e-04,9.70000000e-01,1.19488000e+00
+3.14557468e-04,9.90000000e-01,1.21641000e+00
+3.14557468e-04,9.95000000e-01,1.23837000e+00
+3.14557468e-04,9.99000000e-01,1.28366000e+00
+3.14557468e-04,9.99500000e-01,1.33076000e+00
+3.14557468e-04,9.99900000e-01,1.37969000e+00
+3.14557468e-04,9.99950000e-01,1.43047000e+00
+3.14557468e-04,9.99990000e-01,1.48301000e+00
+6.10098560e-04,5.70000000e+01,1.53724000e+00
+6.10098560e-04,1.00000000e-12,1.59300000e+00
+6.10098560e-04,2.50000000e-02,1.64997000e+00
+6.10098560e-04,5.00000000e-02,1.70772000e+00
+6.10098560e-04,7.50000000e-02,1.76561000e+00
+6.10098560e-04,1.00000000e-01,1.82272000e+00
+6.10098560e-04,1.50000000e-01,1.87775000e+00
+6.10098560e-04,2.00000000e-01,1.92888000e+00
+6.10098560e-04,2.50000000e-01,1.97389000e+00
+6.10098560e-04,3.00000000e-01,2.01084000e+00
+6.10098560e-04,3.50000000e-01,2.03424000e+00
+6.10098560e-04,4.00000000e-01,2.03612000e+00
+6.10098560e-04,4.50000000e-01,2.02753000e+00
+6.10098560e-04,5.00000000e-01,2.01560000e+00
+6.10098560e-04,5.50000000e-01,2.03241000e+00
+6.10098560e-04,6.00000000e-01,2.04837000e+00
+6.10098560e-04,6.50000000e-01,2.04344000e+00
+6.10098560e-04,7.00000000e-01,2.04010000e+00
+6.10098560e-04,7.50000000e-01,2.04072000e+00
+6.10098560e-04,8.00000000e-01,2.04155000e+00
+6.10098560e-04,8.50000000e-01,2.03960000e+00
+6.10098560e-04,9.00000000e-01,2.04089000e+00
+6.10098560e-04,9.25000000e-01,1.44478000e+00
+6.10098560e-04,9.50000000e-01,1.46942000e+00
+6.10098560e-04,9.70000000e-01,1.49424000e+00
+6.10098560e-04,9.90000000e-01,1.51940000e+00
+6.10098560e-04,9.95000000e-01,1.54497000e+00
+6.10098560e-04,9.99000000e-01,1.59752000e+00
+6.10098560e-04,9.99500000e-01,1.65187000e+00
+6.10098560e-04,9.99900000e-01,1.70800000e+00
+6.10098560e-04,9.99950000e-01,1.76583000e+00
+6.10098560e-04,9.99990000e-01,1.82525000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z61.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z61.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f866f28bd910b3a003cd569c3e1a0015df052ba
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z61.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=61
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
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+1.23651674e-04,4.50000000e-01,6.68460000e+00
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+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
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+1.23651674e-04,8.00000000e-01,8.69950000e+00
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+1.23651674e-04,9.00000000e-01,9.21030000e+00
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+1.23651674e-04,9.50000000e-01,8.29281000e-01
+1.23651674e-04,9.70000000e-01,8.46450000e-01
+1.23651674e-04,9.90000000e-01,8.63781000e-01
+1.23651674e-04,9.95000000e-01,8.81300000e-01
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+1.23651674e-04,9.99500000e-01,9.53410000e-01
+1.23651674e-04,9.99900000e-01,9.90800000e-01
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+3.14557468e-04,5.70000000e+01,1.11112000e+00
+3.14557468e-04,1.00000000e-12,1.15526000e+00
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+6.10098560e-04,5.00000000e-02,1.67672000e+00
+6.10098560e-04,7.50000000e-02,1.73488000e+00
+6.10098560e-04,1.00000000e-01,1.79253000e+00
+6.10098560e-04,1.50000000e-01,1.84839000e+00
+6.10098560e-04,2.00000000e-01,1.90065000e+00
+6.10098560e-04,2.50000000e-01,1.94700000e+00
+6.10098560e-04,3.00000000e-01,1.98507000e+00
+6.10098560e-04,3.50000000e-01,2.00868000e+00
+6.10098560e-04,4.00000000e-01,2.00998000e+00
+6.10098560e-04,4.50000000e-01,2.00003000e+00
+6.10098560e-04,5.00000000e-01,1.98641000e+00
+6.10098560e-04,5.50000000e-01,2.00202000e+00
+6.10098560e-04,6.00000000e-01,2.01816000e+00
+6.10098560e-04,6.50000000e-01,2.01357000e+00
+6.10098560e-04,7.00000000e-01,2.01022000e+00
+6.10098560e-04,7.50000000e-01,2.01071000e+00
+6.10098560e-04,8.00000000e-01,2.01154000e+00
+6.10098560e-04,8.50000000e-01,2.00952000e+00
+6.10098560e-04,9.00000000e-01,2.01086000e+00
+6.10098560e-04,9.25000000e-01,1.41599000e+00
+6.10098560e-04,9.50000000e-01,1.44022000e+00
+6.10098560e-04,9.70000000e-01,1.46463000e+00
+6.10098560e-04,9.90000000e-01,1.48939000e+00
+6.10098560e-04,9.95000000e-01,1.51458000e+00
+6.10098560e-04,9.99000000e-01,1.56636000e+00
+6.10098560e-04,9.99500000e-01,1.62000000e+00
+6.10098560e-04,9.99900000e-01,1.67547000e+00
+6.10098560e-04,9.99950000e-01,1.73273000e+00
+6.10098560e-04,9.99990000e-01,1.79166000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z62.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z62.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f098a6371932d056d08332d09d4b40b2b9dfb5d2
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z62.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=62
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.93000000e-01
+1.23651674e-04,9.50000000e-01,8.09726000e-01
+1.23651674e-04,9.70000000e-01,8.26540000e-01
+1.23651674e-04,9.90000000e-01,8.43517000e-01
+1.23651674e-04,9.95000000e-01,8.60680000e-01
+1.23651674e-04,9.99000000e-01,8.95600000e-01
+1.23651674e-04,9.99500000e-01,9.31370000e-01
+1.23651674e-04,9.99900000e-01,9.68090000e-01
+1.23651674e-04,9.99950000e-01,1.00596000e+00
+1.23651674e-04,9.99990000e-01,1.04535000e+00
+3.14557468e-04,5.70000000e+01,1.08678000e+00
+3.14557468e-04,1.00000000e-12,1.13061000e+00
+3.14557468e-04,2.50000000e-02,1.17720000e+00
+3.14557468e-04,5.00000000e-02,1.22711000e+00
+3.14557468e-04,7.50000000e-02,1.28120000e+00
+3.14557468e-04,1.00000000e-01,1.33934000e+00
+3.14557468e-04,1.50000000e-01,1.39814000e+00
+3.14557468e-04,2.00000000e-01,1.44915000e+00
+3.14557468e-04,2.50000000e-01,1.48402000e+00
+3.14557468e-04,3.00000000e-01,1.50616000e+00
+3.14557468e-04,3.50000000e-01,1.52122000e+00
+3.14557468e-04,4.00000000e-01,1.52727000e+00
+3.14557468e-04,4.50000000e-01,1.53673000e+00
+3.14557468e-04,5.00000000e-01,1.54591000e+00
+3.14557468e-04,5.50000000e-01,1.54420000e+00
+3.14557468e-04,6.00000000e-01,1.54310000e+00
+3.14557468e-04,6.50000000e-01,1.54379000e+00
+3.14557468e-04,7.00000000e-01,1.54389000e+00
+3.14557468e-04,7.50000000e-01,1.54367000e+00
+3.14557468e-04,8.00000000e-01,1.54373000e+00
+3.14557468e-04,8.50000000e-01,1.54360000e+00
+3.14557468e-04,9.00000000e-01,1.54368000e+00
+3.14557468e-04,9.25000000e-01,1.10508000e+00
+3.14557468e-04,9.50000000e-01,1.12527000e+00
+3.14557468e-04,9.70000000e-01,1.14568000e+00
+3.14557468e-04,9.90000000e-01,1.16648000e+00
+3.14557468e-04,9.95000000e-01,1.18771000e+00
+3.14557468e-04,9.99000000e-01,1.23153000e+00
+3.14557468e-04,9.99500000e-01,1.27722000e+00
+3.14557468e-04,9.99900000e-01,1.32480000e+00
+3.14557468e-04,9.99950000e-01,1.37430000e+00
+3.14557468e-04,9.99990000e-01,1.42569000e+00
+6.10098560e-04,5.70000000e+01,1.47892000e+00
+6.10098560e-04,1.00000000e-12,1.53386000e+00
+6.10098560e-04,2.50000000e-02,1.59027000e+00
+6.10098560e-04,5.00000000e-02,1.64778000e+00
+6.10098560e-04,7.50000000e-02,1.70583000e+00
+6.10098560e-04,1.00000000e-01,1.76357000e+00
+6.10098560e-04,1.50000000e-01,1.81977000e+00
+6.10098560e-04,2.00000000e-01,1.87265000e+00
+6.10098560e-04,2.50000000e-01,1.91985000e+00
+6.10098560e-04,3.00000000e-01,1.95873000e+00
+6.10098560e-04,3.50000000e-01,1.98261000e+00
+6.10098560e-04,4.00000000e-01,1.98364000e+00
+6.10098560e-04,4.50000000e-01,1.97292000e+00
+6.10098560e-04,5.00000000e-01,1.95822000e+00
+6.10098560e-04,5.50000000e-01,1.97269000e+00
+6.10098560e-04,6.00000000e-01,1.98872000e+00
+6.10098560e-04,6.50000000e-01,1.98452000e+00
+6.10098560e-04,7.00000000e-01,1.98122000e+00
+6.10098560e-04,7.50000000e-01,1.98160000e+00
+6.10098560e-04,8.00000000e-01,1.98240000e+00
+6.10098560e-04,8.50000000e-01,1.98038000e+00
+6.10098560e-04,9.00000000e-01,1.98172000e+00
+6.10098560e-04,9.25000000e-01,1.39033000e+00
+6.10098560e-04,9.50000000e-01,1.41422000e+00
+6.10098560e-04,9.70000000e-01,1.43830000e+00
+6.10098560e-04,9.90000000e-01,1.46272000e+00
+6.10098560e-04,9.95000000e-01,1.48758000e+00
+6.10098560e-04,9.99000000e-01,1.53873000e+00
+6.10098560e-04,9.99500000e-01,1.59174000e+00
+6.10098560e-04,9.99900000e-01,1.64663000e+00
+6.10098560e-04,9.99950000e-01,1.70334000e+00
+6.10098560e-04,9.99990000e-01,1.76179000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z63.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z63.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59ee016a74b6d524c0f0b122de1bab1e1a50da97
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z63.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=63
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.74180000e-01
+1.23651674e-04,9.50000000e-01,7.90597000e-01
+1.23651674e-04,9.70000000e-01,8.07100000e-01
+1.23651674e-04,9.90000000e-01,8.23763000e-01
+1.23651674e-04,9.95000000e-01,8.40610000e-01
+1.23651674e-04,9.99000000e-01,8.74900000e-01
+1.23651674e-04,9.99500000e-01,9.10050000e-01
+1.23651674e-04,9.99900000e-01,9.46160000e-01
+1.23651674e-04,9.99950000e-01,9.83450000e-01
+1.23651674e-04,9.99990000e-01,1.02231000e+00
+3.14557468e-04,5.70000000e+01,1.06331000e+00
+3.14557468e-04,1.00000000e-12,1.10681000e+00
+3.14557468e-04,2.50000000e-02,1.15318000e+00
+3.14557468e-04,5.00000000e-02,1.20302000e+00
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+3.14557468e-04,3.00000000e-01,1.48339000e+00
+3.14557468e-04,3.50000000e-01,1.49816000e+00
+3.14557468e-04,4.00000000e-01,1.50381000e+00
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+6.10098560e-04,2.50000000e-01,1.89397000e+00
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+6.10098560e-04,9.50000000e-01,1.38582000e+00
+6.10098560e-04,9.70000000e-01,1.40969000e+00
+6.10098560e-04,9.90000000e-01,1.43392000e+00
+6.10098560e-04,9.95000000e-01,1.45860000e+00
+6.10098560e-04,9.99000000e-01,1.50940000e+00
+6.10098560e-04,9.99500000e-01,1.56211000e+00
+6.10098560e-04,9.99900000e-01,1.61672000e+00
+6.10098560e-04,9.99950000e-01,1.67321000e+00
+6.10098560e-04,9.99990000e-01,1.73149000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z64.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z64.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36271b4f0d517ec43ccfb4c621d5961a3d6fc580
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z64.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=64
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.56000000e-01
+1.23651674e-04,9.50000000e-01,7.72149000e-01
+1.23651674e-04,9.70000000e-01,7.88380000e-01
+1.23651674e-04,9.90000000e-01,8.04765000e-01
+1.23651674e-04,9.95000000e-01,8.21330000e-01
+1.23651674e-04,9.99000000e-01,8.55050000e-01
+1.23651674e-04,9.99500000e-01,8.89610000e-01
+1.23651674e-04,9.99900000e-01,9.25120000e-01
+1.23651674e-04,9.99950000e-01,9.61840000e-01
+1.23651674e-04,9.99990000e-01,1.00016000e+00
+3.14557468e-04,5.70000000e+01,1.04069000e+00
+3.14557468e-04,1.00000000e-12,1.08382000e+00
+3.14557468e-04,2.50000000e-02,1.12994000e+00
+3.14557468e-04,5.00000000e-02,1.17965000e+00
+3.14557468e-04,7.50000000e-02,1.23384000e+00
+3.14557468e-04,1.00000000e-01,1.29237000e+00
+3.14557468e-04,1.50000000e-01,1.35178000e+00
+3.14557468e-04,2.00000000e-01,1.40337000e+00
+3.14557468e-04,2.50000000e-01,1.43847000e+00
+3.14557468e-04,3.00000000e-01,1.46052000e+00
+3.14557468e-04,3.50000000e-01,1.47519000e+00
+3.14557468e-04,4.00000000e-01,1.48080000e+00
+3.14557468e-04,4.50000000e-01,1.48942000e+00
+3.14557468e-04,5.00000000e-01,1.49752000e+00
+3.14557468e-04,5.50000000e-01,1.49454000e+00
+3.14557468e-04,6.00000000e-01,1.49309000e+00
+3.14557468e-04,6.50000000e-01,1.49350000e+00
+3.14557468e-04,7.00000000e-01,1.49356000e+00
+3.14557468e-04,7.50000000e-01,1.49331000e+00
+3.14557468e-04,8.00000000e-01,1.49337000e+00
+3.14557468e-04,8.50000000e-01,1.49323000e+00
+3.14557468e-04,9.00000000e-01,1.49331000e+00
+3.14557468e-04,9.25000000e-01,1.06343000e+00
+3.14557468e-04,9.50000000e-01,1.08215000e+00
+3.14557468e-04,9.70000000e-01,1.10110000e+00
+3.14557468e-04,9.90000000e-01,1.12047000e+00
+3.14557468e-04,9.95000000e-01,1.14032000e+00
+3.14557468e-04,9.99000000e-01,1.18151000e+00
+3.14557468e-04,9.99500000e-01,1.22479000e+00
+3.14557468e-04,9.99900000e-01,1.27025000e+00
+3.14557468e-04,9.99950000e-01,1.31799000e+00
+3.14557468e-04,9.99990000e-01,1.36807000e+00
+6.10098560e-04,5.70000000e+01,1.42054000e+00
+6.10098560e-04,1.00000000e-12,1.47538000e+00
+6.10098560e-04,2.50000000e-02,1.53241000e+00
+6.10098560e-04,5.00000000e-02,1.59131000e+00
+6.10098560e-04,7.50000000e-02,1.65148000e+00
+6.10098560e-04,1.00000000e-01,1.71195000e+00
+6.10098560e-04,1.50000000e-01,1.77126000e+00
+6.10098560e-04,2.00000000e-01,1.82698000e+00
+6.10098560e-04,2.50000000e-01,1.87500000e+00
+6.10098560e-04,3.00000000e-01,1.90829000e+00
+6.10098560e-04,3.50000000e-01,1.91824000e+00
+6.10098560e-04,4.00000000e-01,1.91548000e+00
+6.10098560e-04,4.50000000e-01,1.91732000e+00
+6.10098560e-04,5.00000000e-01,1.92442000e+00
+6.10098560e-04,5.50000000e-01,1.92586000e+00
+6.10098560e-04,6.00000000e-01,1.92411000e+00
+6.10098560e-04,6.50000000e-01,1.92499000e+00
+6.10098560e-04,7.00000000e-01,1.92545000e+00
+6.10098560e-04,7.50000000e-01,1.92533000e+00
+6.10098560e-04,8.00000000e-01,1.92519000e+00
+6.10098560e-04,8.50000000e-01,1.92549000e+00
+6.10098560e-04,9.00000000e-01,1.92525000e+00
+6.10098560e-04,9.25000000e-01,1.33592000e+00
+6.10098560e-04,9.50000000e-01,1.35937000e+00
+6.10098560e-04,9.70000000e-01,1.38302000e+00
+6.10098560e-04,9.90000000e-01,1.40704000e+00
+6.10098560e-04,9.95000000e-01,1.43150000e+00
+6.10098560e-04,9.99000000e-01,1.48187000e+00
+6.10098560e-04,9.99500000e-01,1.53419000e+00
+6.10098560e-04,9.99900000e-01,1.58844000e+00
+6.10098560e-04,9.99950000e-01,1.64460000e+00
+6.10098560e-04,9.99990000e-01,1.70260000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z65.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z65.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12c63ef0b16d8a40b7aba6dc28710cb18d0dcd86
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z65.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=65
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.38700000e-01
+1.23651674e-04,9.50000000e-01,7.54538000e-01
+1.23651674e-04,9.70000000e-01,7.70460000e-01
+1.23651674e-04,9.90000000e-01,7.86538000e-01
+1.23651674e-04,9.95000000e-01,8.02800000e-01
+1.23651674e-04,9.99000000e-01,8.35930000e-01
+1.23651674e-04,9.99500000e-01,8.69920000e-01
+1.23651674e-04,9.99900000e-01,9.04880000e-01
+1.23651674e-04,9.99950000e-01,9.41080000e-01
+1.23651674e-04,9.99990000e-01,9.78920000e-01
+3.14557468e-04,5.70000000e+01,1.01902000e+00
+3.14557468e-04,1.00000000e-12,1.06176000e+00
+3.14557468e-04,2.50000000e-02,1.10757000e+00
+3.14557468e-04,5.00000000e-02,1.15708000e+00
+3.14557468e-04,7.50000000e-02,1.21118000e+00
+3.14557468e-04,1.00000000e-01,1.26975000e+00
+3.14557468e-04,1.50000000e-01,1.32934000e+00
+3.14557468e-04,2.00000000e-01,1.38111000e+00
+3.14557468e-04,2.50000000e-01,1.41624000e+00
+3.14557468e-04,3.00000000e-01,1.43818000e+00
+3.14557468e-04,3.50000000e-01,1.45257000e+00
+3.14557468e-04,4.00000000e-01,1.45794000e+00
+3.14557468e-04,4.50000000e-01,1.46625000e+00
+3.14557468e-04,5.00000000e-01,1.47403000e+00
+3.14557468e-04,5.50000000e-01,1.47078000e+00
+3.14557468e-04,6.00000000e-01,1.46927000e+00
+3.14557468e-04,6.50000000e-01,1.46962000e+00
+3.14557468e-04,7.00000000e-01,1.46968000e+00
+3.14557468e-04,7.50000000e-01,1.46943000e+00
+3.14557468e-04,8.00000000e-01,1.46948000e+00
+3.14557468e-04,8.50000000e-01,1.46935000e+00
+3.14557468e-04,9.00000000e-01,1.46942000e+00
+3.14557468e-04,9.25000000e-01,1.04169000e+00
+3.14557468e-04,9.50000000e-01,1.06005000e+00
+3.14557468e-04,9.70000000e-01,1.07864000e+00
+3.14557468e-04,9.90000000e-01,1.09767000e+00
+3.14557468e-04,9.95000000e-01,1.11718000e+00
+3.14557468e-04,9.99000000e-01,1.15771000e+00
+3.14557468e-04,9.99500000e-01,1.20036000e+00
+3.14557468e-04,9.99900000e-01,1.24526000e+00
+3.14557468e-04,9.99950000e-01,1.29250000e+00
+3.14557468e-04,9.99990000e-01,1.34216000e+00
+6.10098560e-04,5.70000000e+01,1.39431000e+00
+6.10098560e-04,1.00000000e-12,1.44894000e+00
+6.10098560e-04,2.50000000e-02,1.50590000e+00
+6.10098560e-04,5.00000000e-02,1.56487000e+00
+6.10098560e-04,7.50000000e-02,1.62523000e+00
+6.10098560e-04,1.00000000e-01,1.68601000e+00
+6.10098560e-04,1.50000000e-01,1.74573000e+00
+6.10098560e-04,2.00000000e-01,1.80193000e+00
+6.10098560e-04,2.50000000e-01,1.85036000e+00
+6.10098560e-04,3.00000000e-01,1.88369000e+00
+6.10098560e-04,3.50000000e-01,1.89290000e+00
+6.10098560e-04,4.00000000e-01,1.88956000e+00
+6.10098560e-04,4.50000000e-01,1.89111000e+00
+6.10098560e-04,5.00000000e-01,1.89826000e+00
+6.10098560e-04,5.50000000e-01,1.89940000e+00
+6.10098560e-04,6.00000000e-01,1.89743000e+00
+6.10098560e-04,6.50000000e-01,1.89821000e+00
+6.10098560e-04,7.00000000e-01,1.89867000e+00
+6.10098560e-04,7.50000000e-01,1.89854000e+00
+6.10098560e-04,8.00000000e-01,1.89839000e+00
+6.10098560e-04,8.50000000e-01,1.89873000e+00
+6.10098560e-04,9.00000000e-01,1.89846000e+00
+6.10098560e-04,9.25000000e-01,1.31018000e+00
+6.10098560e-04,9.50000000e-01,1.33341000e+00
+6.10098560e-04,9.70000000e-01,1.35684000e+00
+6.10098560e-04,9.90000000e-01,1.38065000e+00
+6.10098560e-04,9.95000000e-01,1.40491000e+00
+6.10098560e-04,9.99000000e-01,1.45490000e+00
+6.10098560e-04,9.99500000e-01,1.50684000e+00
+6.10098560e-04,9.99900000e-01,1.56075000e+00
+6.10098560e-04,9.99950000e-01,1.61661000e+00
+6.10098560e-04,9.99990000e-01,1.67434000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z66.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z66.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca7bf913f9b1d66377082fd2149bf65d777e7702
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z66.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=66
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.22080000e-01
+1.23651674e-04,9.50000000e-01,7.37595000e-01
+1.23651674e-04,9.70000000e-01,7.53200000e-01
+1.23651674e-04,9.90000000e-01,7.68971000e-01
+1.23651674e-04,9.95000000e-01,7.84930000e-01
+1.23651674e-04,9.99000000e-01,8.17460000e-01
+1.23651674e-04,9.99500000e-01,8.50890000e-01
+1.23651674e-04,9.99900000e-01,8.85330000e-01
+1.23651674e-04,9.99950000e-01,9.21050000e-01
+1.23651674e-04,9.99990000e-01,9.58450000e-01
+3.14557468e-04,5.70000000e+01,9.98160000e-01
+3.14557468e-04,1.00000000e-12,1.04056000e+00
+3.14557468e-04,2.50000000e-02,1.08609000e+00
+3.14557468e-04,5.00000000e-02,1.13537000e+00
+3.14557468e-04,7.50000000e-02,1.18931000e+00
+3.14557468e-04,1.00000000e-01,1.24778000e+00
+3.14557468e-04,1.50000000e-01,1.30736000e+00
+3.14557468e-04,2.00000000e-01,1.35926000e+00
+3.14557468e-04,2.50000000e-01,1.39465000e+00
+3.14557468e-04,3.00000000e-01,1.41675000e+00
+3.14557468e-04,3.50000000e-01,1.43096000e+00
+3.14557468e-04,4.00000000e-01,1.43605000e+00
+3.14557468e-04,4.50000000e-01,1.44397000e+00
+3.14557468e-04,5.00000000e-01,1.45138000e+00
+3.14557468e-04,5.50000000e-01,1.44777000e+00
+3.14557468e-04,6.00000000e-01,1.44616000e+00
+3.14557468e-04,6.50000000e-01,1.44645000e+00
+3.14557468e-04,7.00000000e-01,1.44650000e+00
+3.14557468e-04,7.50000000e-01,1.44624000e+00
+3.14557468e-04,8.00000000e-01,1.44630000e+00
+3.14557468e-04,8.50000000e-01,1.44615000e+00
+3.14557468e-04,9.00000000e-01,1.44624000e+00
+3.14557468e-04,9.25000000e-01,1.02073000e+00
+3.14557468e-04,9.50000000e-01,1.03877000e+00
+3.14557468e-04,9.70000000e-01,1.05705000e+00
+3.14557468e-04,9.90000000e-01,1.07576000e+00
+3.14557468e-04,9.95000000e-01,1.09496000e+00
+3.14557468e-04,9.99000000e-01,1.13490000e+00
+3.14557468e-04,9.99500000e-01,1.17699000e+00
+3.14557468e-04,9.99900000e-01,1.22134000e+00
+3.14557468e-04,9.99950000e-01,1.26809000e+00
+3.14557468e-04,9.99990000e-01,1.31733000e+00
+6.10098560e-04,5.70000000e+01,1.36911000e+00
+6.10098560e-04,1.00000000e-12,1.42348000e+00
+6.10098560e-04,2.50000000e-02,1.48028000e+00
+6.10098560e-04,5.00000000e-02,1.53921000e+00
+6.10098560e-04,7.50000000e-02,1.59966000e+00
+6.10098560e-04,1.00000000e-01,1.66066000e+00
+6.10098560e-04,1.50000000e-01,1.72073000e+00
+6.10098560e-04,2.00000000e-01,1.77739000e+00
+6.10098560e-04,2.50000000e-01,1.82629000e+00
+6.10098560e-04,3.00000000e-01,1.85979000e+00
+6.10098560e-04,3.50000000e-01,1.86847000e+00
+6.10098560e-04,4.00000000e-01,1.86459000e+00
+6.10098560e-04,4.50000000e-01,1.86561000e+00
+6.10098560e-04,5.00000000e-01,1.87248000e+00
+6.10098560e-04,5.50000000e-01,1.87365000e+00
+6.10098560e-04,6.00000000e-01,1.87173000e+00
+6.10098560e-04,6.50000000e-01,1.87248000e+00
+6.10098560e-04,7.00000000e-01,1.87293000e+00
+6.10098560e-04,7.50000000e-01,1.87281000e+00
+6.10098560e-04,8.00000000e-01,1.87266000e+00
+6.10098560e-04,8.50000000e-01,1.87299000e+00
+6.10098560e-04,9.00000000e-01,1.87272000e+00
+6.10098560e-04,9.25000000e-01,1.28566000e+00
+6.10098560e-04,9.50000000e-01,1.30864000e+00
+6.10098560e-04,9.70000000e-01,1.33183000e+00
+6.10098560e-04,9.90000000e-01,1.35540000e+00
+6.10098560e-04,9.95000000e-01,1.37943000e+00
+6.10098560e-04,9.99000000e-01,1.42897000e+00
+6.10098560e-04,9.99500000e-01,1.48048000e+00
+6.10098560e-04,9.99900000e-01,1.53399000e+00
+6.10098560e-04,9.99950000e-01,1.58947000e+00
+6.10098560e-04,9.99990000e-01,1.64690000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z67.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z67.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad8e19d33b85b014d55b97f5d047892f856671e9
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z67.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=67
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,7.06130000e-01
+1.23651674e-04,9.50000000e-01,7.21385000e-01
+1.23651674e-04,9.70000000e-01,7.36730000e-01
+1.23651674e-04,9.90000000e-01,7.52242000e-01
+1.23651674e-04,9.95000000e-01,7.67940000e-01
+1.23651674e-04,9.99000000e-01,7.99930000e-01
+1.23651674e-04,9.99500000e-01,8.32800000e-01
+1.23651674e-04,9.99900000e-01,8.66690000e-01
+1.23651674e-04,9.99950000e-01,9.01870000e-01
+1.23651674e-04,9.99990000e-01,9.38780000e-01
+3.14557468e-04,5.70000000e+01,9.78060000e-01
+3.14557468e-04,1.00000000e-12,1.02011000e+00
+3.14557468e-04,2.50000000e-02,1.06538000e+00
+3.14557468e-04,5.00000000e-02,1.11447000e+00
+3.14557468e-04,7.50000000e-02,1.16821000e+00
+3.14557468e-04,1.00000000e-01,1.22644000e+00
+3.14557468e-04,1.50000000e-01,1.28578000e+00
+3.14557468e-04,2.00000000e-01,1.33754000e+00
+3.14557468e-04,2.50000000e-01,1.37299000e+00
+3.14557468e-04,3.00000000e-01,1.39527000e+00
+3.14557468e-04,3.50000000e-01,1.40966000e+00
+3.14557468e-04,4.00000000e-01,1.41474000e+00
+3.14557468e-04,4.50000000e-01,1.42239000e+00
+3.14557468e-04,5.00000000e-01,1.42935000e+00
+3.14557468e-04,5.50000000e-01,1.42546000e+00
+3.14557468e-04,6.00000000e-01,1.42378000e+00
+3.14557468e-04,6.50000000e-01,1.42398000e+00
+3.14557468e-04,7.00000000e-01,1.42402000e+00
+3.14557468e-04,7.50000000e-01,1.42375000e+00
+3.14557468e-04,8.00000000e-01,1.42380000e+00
+3.14557468e-04,8.50000000e-01,1.42367000e+00
+3.14557468e-04,9.00000000e-01,1.42374000e+00
+3.14557468e-04,9.25000000e-01,1.00085000e+00
+3.14557468e-04,9.50000000e-01,1.01860000e+00
+3.14557468e-04,9.70000000e-01,1.03659000e+00
+3.14557468e-04,9.90000000e-01,1.05503000e+00
+3.14557468e-04,9.95000000e-01,1.07396000e+00
+3.14557468e-04,9.99000000e-01,1.11335000e+00
+3.14557468e-04,9.99500000e-01,1.15489000e+00
+3.14557468e-04,9.99900000e-01,1.19872000e+00
+3.14557468e-04,9.99950000e-01,1.24496000e+00
+3.14557468e-04,9.99990000e-01,1.29372000e+00
+6.10098560e-04,5.70000000e+01,1.34507000e+00
+6.10098560e-04,1.00000000e-12,1.39905000e+00
+6.10098560e-04,2.50000000e-02,1.45553000e+00
+6.10098560e-04,5.00000000e-02,1.51423000e+00
+6.10098560e-04,7.50000000e-02,1.57455000e+00
+6.10098560e-04,1.00000000e-01,1.63554000e+00
+6.10098560e-04,1.50000000e-01,1.69574000e+00
+6.10098560e-04,2.00000000e-01,1.75266000e+00
+6.10098560e-04,2.50000000e-01,1.80193000e+00
+6.10098560e-04,3.00000000e-01,1.83569000e+00
+6.10098560e-04,3.50000000e-01,1.84427000e+00
+6.10098560e-04,4.00000000e-01,1.84018000e+00
+6.10098560e-04,4.50000000e-01,1.84095000e+00
+6.10098560e-04,5.00000000e-01,1.84758000e+00
+6.10098560e-04,5.50000000e-01,1.84843000e+00
+6.10098560e-04,6.00000000e-01,1.84643000e+00
+6.10098560e-04,6.50000000e-01,1.84718000e+00
+6.10098560e-04,7.00000000e-01,1.84764000e+00
+6.10098560e-04,7.50000000e-01,1.84750000e+00
+6.10098560e-04,8.00000000e-01,1.84735000e+00
+6.10098560e-04,8.50000000e-01,1.84768000e+00
+6.10098560e-04,9.00000000e-01,1.84743000e+00
+6.10098560e-04,9.25000000e-01,1.26241000e+00
+6.10098560e-04,9.50000000e-01,1.28513000e+00
+6.10098560e-04,9.70000000e-01,1.30807000e+00
+6.10098560e-04,9.90000000e-01,1.33140000e+00
+6.10098560e-04,9.95000000e-01,1.35520000e+00
+6.10098560e-04,9.99000000e-01,1.40427000e+00
+6.10098560e-04,9.99500000e-01,1.45532000e+00
+6.10098560e-04,9.99900000e-01,1.50840000e+00
+6.10098560e-04,9.99950000e-01,1.56347000e+00
+6.10098560e-04,9.99990000e-01,1.62049000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z68.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z68.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f5b1847f1b287838599293b030f671be4c5301c
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z68.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=68
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.95000000e-01
+1.23651674e-04,9.50000000e-01,7.08626000e-01
+1.23651674e-04,9.70000000e-01,7.22510000e-01
+1.23651674e-04,9.90000000e-01,7.36860000e-01
+1.23651674e-04,9.95000000e-01,7.51680000e-01
+1.23651674e-04,9.99000000e-01,7.82590000e-01
+1.23651674e-04,9.99500000e-01,8.15030000e-01
+1.23651674e-04,9.99900000e-01,8.48770000e-01
+1.23651674e-04,9.99950000e-01,8.83870000e-01
+1.23651674e-04,9.99990000e-01,9.20570000e-01
+3.14557468e-04,5.70000000e+01,9.59210000e-01
+3.14557468e-04,1.00000000e-12,1.00034000e+00
+3.14557468e-04,2.50000000e-02,1.04483000e+00
+3.14557468e-04,5.00000000e-02,1.09358000e+00
+3.14557468e-04,7.50000000e-02,1.14721000e+00
+3.14557468e-04,1.00000000e-01,1.20537000e+00
+3.14557468e-04,1.50000000e-01,1.26490000e+00
+3.14557468e-04,2.00000000e-01,1.31761000e+00
+3.14557468e-04,2.50000000e-01,1.35418000e+00
+3.14557468e-04,3.00000000e-01,1.37342000e+00
+3.14557468e-04,3.50000000e-01,1.38523000e+00
+3.14557468e-04,4.00000000e-01,1.39499000e+00
+3.14557468e-04,4.50000000e-01,1.40358000e+00
+3.14557468e-04,5.00000000e-01,1.40662000e+00
+3.14557468e-04,5.50000000e-01,1.40337000e+00
+3.14557468e-04,6.00000000e-01,1.40224000e+00
+3.14557468e-04,6.50000000e-01,1.40209000e+00
+3.14557468e-04,7.00000000e-01,1.40205000e+00
+3.14557468e-04,7.50000000e-01,1.40187000e+00
+3.14557468e-04,8.00000000e-01,1.40183000e+00
+3.14557468e-04,8.50000000e-01,1.40181000e+00
+3.14557468e-04,9.00000000e-01,1.40183000e+00
+3.14557468e-04,9.25000000e-01,9.66260000e-01
+3.14557468e-04,9.50000000e-01,9.86533000e-01
+3.14557468e-04,9.70000000e-01,1.00693000e+00
+3.14557468e-04,9.90000000e-01,1.02756000e+00
+3.14557468e-04,9.95000000e-01,1.04846000e+00
+3.14557468e-04,9.99000000e-01,1.09113000e+00
+3.14557468e-04,9.99500000e-01,1.13497000e+00
+3.14557468e-04,9.99900000e-01,1.17998000e+00
+3.14557468e-04,9.99950000e-01,1.22627000e+00
+3.14557468e-04,9.99990000e-01,1.27400000e+00
+6.10098560e-04,5.70000000e+01,1.32344000e+00
+6.10098560e-04,1.00000000e-12,1.37488000e+00
+6.10098560e-04,2.50000000e-02,1.42866000e+00
+6.10098560e-04,5.00000000e-02,1.48546000e+00
+6.10098560e-04,7.50000000e-02,1.54650000e+00
+6.10098560e-04,1.00000000e-01,1.61197000e+00
+6.10098560e-04,1.50000000e-01,1.67847000e+00
+6.10098560e-04,2.00000000e-01,1.73744000e+00
+6.10098560e-04,2.50000000e-01,1.77936000e+00
+6.10098560e-04,3.00000000e-01,1.80320000e+00
+6.10098560e-04,3.50000000e-01,1.81408000e+00
+6.10098560e-04,4.00000000e-01,1.81821000e+00
+6.10098560e-04,4.50000000e-01,1.82195000e+00
+6.10098560e-04,5.00000000e-01,1.82385000e+00
+6.10098560e-04,5.50000000e-01,1.82254000e+00
+6.10098560e-04,6.00000000e-01,1.82218000e+00
+6.10098560e-04,6.50000000e-01,1.82305000e+00
+6.10098560e-04,7.00000000e-01,1.82320000e+00
+6.10098560e-04,7.50000000e-01,1.82308000e+00
+6.10098560e-04,8.00000000e-01,1.82301000e+00
+6.10098560e-04,8.50000000e-01,1.82308000e+00
+6.10098560e-04,9.00000000e-01,1.82298000e+00
+6.10098560e-04,9.25000000e-01,1.22343000e+00
+6.10098560e-04,9.50000000e-01,1.24895000e+00
+6.10098560e-04,9.70000000e-01,1.27454000e+00
+6.10098560e-04,9.90000000e-01,1.30025000e+00
+6.10098560e-04,9.95000000e-01,1.32615000e+00
+6.10098560e-04,9.99000000e-01,1.37861000e+00
+6.10098560e-04,9.99500000e-01,1.43183000e+00
+6.10098560e-04,9.99900000e-01,1.48575000e+00
+6.10098560e-04,9.99950000e-01,1.54039000e+00
+6.10098560e-04,9.99990000e-01,1.59585000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z69.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z69.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46e7d353ab8e002dd454229f13f12127c0d65eb8
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z69.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=69
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.80360000e-01
+1.23651674e-04,9.50000000e-01,6.93721000e-01
+1.23651674e-04,9.70000000e-01,7.07340000e-01
+1.23651674e-04,9.90000000e-01,7.21423000e-01
+1.23651674e-04,9.95000000e-01,7.35970000e-01
+1.23651674e-04,9.99000000e-01,7.66310000e-01
+1.23651674e-04,9.99500000e-01,7.98190000e-01
+1.23651674e-04,9.99900000e-01,8.31410000e-01
+1.23651674e-04,9.99950000e-01,8.66050000e-01
+1.23651674e-04,9.99990000e-01,9.02340000e-01
+3.14557468e-04,5.70000000e+01,9.40630000e-01
+3.14557468e-04,1.00000000e-12,9.81430000e-01
+3.14557468e-04,2.50000000e-02,1.02559000e+00
+3.14557468e-04,5.00000000e-02,1.07397000e+00
+3.14557468e-04,7.50000000e-02,1.12725000e+00
+3.14557468e-04,1.00000000e-01,1.18512000e+00
+3.14557468e-04,1.50000000e-01,1.24444000e+00
+3.14557468e-04,2.00000000e-01,1.29703000e+00
+3.14557468e-04,2.50000000e-01,1.33360000e+00
+3.14557468e-04,3.00000000e-01,1.35296000e+00
+3.14557468e-04,3.50000000e-01,1.36480000e+00
+3.14557468e-04,4.00000000e-01,1.37438000e+00
+3.14557468e-04,4.50000000e-01,1.38272000e+00
+3.14557468e-04,5.00000000e-01,1.38562000e+00
+3.14557468e-04,5.50000000e-01,1.38243000e+00
+3.14557468e-04,6.00000000e-01,1.38132000e+00
+3.14557468e-04,6.50000000e-01,1.38119000e+00
+3.14557468e-04,7.00000000e-01,1.38116000e+00
+3.14557468e-04,7.50000000e-01,1.38097000e+00
+3.14557468e-04,8.00000000e-01,1.38094000e+00
+3.14557468e-04,8.50000000e-01,1.38092000e+00
+3.14557468e-04,9.00000000e-01,1.38095000e+00
+3.14557468e-04,9.25000000e-01,9.47200000e-01
+3.14557468e-04,9.50000000e-01,9.67535000e-01
+3.14557468e-04,9.70000000e-01,9.87940000e-01
+3.14557468e-04,9.90000000e-01,1.00848000e+00
+3.14557468e-04,9.95000000e-01,1.02918000e+00
+3.14557468e-04,9.99000000e-01,1.07118000e+00
+3.14557468e-04,9.99500000e-01,1.11405000e+00
+3.14557468e-04,9.99900000e-01,1.15794000e+00
+3.14557468e-04,9.99950000e-01,1.20316000e+00
+3.14557468e-04,9.99990000e-01,1.25032000e+00
+6.10098560e-04,5.70000000e+01,1.30020000e+00
+6.10098560e-04,1.00000000e-12,1.35309000e+00
+6.10098560e-04,2.50000000e-02,1.40897000e+00
+6.10098560e-04,5.00000000e-02,1.46765000e+00
+6.10098560e-04,7.50000000e-02,1.52866000e+00
+6.10098560e-04,1.00000000e-01,1.59094000e+00
+6.10098560e-04,1.50000000e-01,1.65249000e+00
+6.10098560e-04,2.00000000e-01,1.70931000e+00
+6.10098560e-04,2.50000000e-01,1.75596000e+00
+6.10098560e-04,3.00000000e-01,1.78706000e+00
+6.10098560e-04,3.50000000e-01,1.79614000e+00
+6.10098560e-04,4.00000000e-01,1.79328000e+00
+6.10098560e-04,4.50000000e-01,1.79437000e+00
+6.10098560e-04,5.00000000e-01,1.80005000e+00
+6.10098560e-04,5.50000000e-01,1.80007000e+00
+6.10098560e-04,6.00000000e-01,1.79821000e+00
+6.10098560e-04,6.50000000e-01,1.79909000e+00
+6.10098560e-04,7.00000000e-01,1.79954000e+00
+6.10098560e-04,7.50000000e-01,1.79939000e+00
+6.10098560e-04,8.00000000e-01,1.79924000e+00
+6.10098560e-04,8.50000000e-01,1.79954000e+00
+6.10098560e-04,9.00000000e-01,1.79928000e+00
+6.10098560e-04,9.25000000e-01,1.20209000e+00
+6.10098560e-04,9.50000000e-01,1.22720000e+00
+6.10098560e-04,9.70000000e-01,1.25238000e+00
+6.10098560e-04,9.90000000e-01,1.27770000e+00
+6.10098560e-04,9.95000000e-01,1.30321000e+00
+6.10098560e-04,9.99000000e-01,1.35490000e+00
+6.10098560e-04,9.99500000e-01,1.40744000e+00
+6.10098560e-04,9.99900000e-01,1.46078000e+00
+6.10098560e-04,9.99950000e-01,1.51500000e+00
+6.10098560e-04,9.99990000e-01,1.57032000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z7.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z7.csv
new file mode 100644
index 0000000000000000000000000000000000000000..006d6e9488bb0bf8f62e0f2363fb2a1c5d6d05ca
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z7.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=7
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.03732000e+00
+1.23651674e-04,9.50000000e-01,5.08386000e+00
+1.23651674e-04,9.70000000e-01,5.12715000e+00
+1.23651674e-04,9.90000000e-01,5.16471000e+00
+1.23651674e-04,9.95000000e-01,5.19716000e+00
+1.23651674e-04,9.99000000e-01,5.25011000e+00
+1.23651674e-04,9.99500000e-01,5.28732000e+00
+1.23651674e-04,9.99900000e-01,5.31071000e+00
+1.23651674e-04,9.99950000e-01,5.32141000e+00
+1.23651674e-04,9.99990000e-01,5.32136000e+00
+3.14557468e-04,5.70000000e+01,5.31328000e+00
+3.14557468e-04,1.00000000e-12,5.29821000e+00
+3.14557468e-04,2.50000000e-02,5.27745000e+00
+3.14557468e-04,5.00000000e-02,5.25181000e+00
+3.14557468e-04,7.50000000e-02,5.22200000e+00
+3.14557468e-04,1.00000000e-01,5.18893000e+00
+3.14557468e-04,1.50000000e-01,5.15368000e+00
+3.14557468e-04,2.00000000e-01,5.11890000e+00
+3.14557468e-04,2.50000000e-01,5.08765000e+00
+3.14557468e-04,3.00000000e-01,5.06209000e+00
+3.14557468e-04,3.50000000e-01,5.04318000e+00
+3.14557468e-04,4.00000000e-01,5.03500000e+00
+3.14557468e-04,4.50000000e-01,5.02604000e+00
+3.14557468e-04,5.00000000e-01,5.01760000e+00
+3.14557468e-04,5.50000000e-01,5.00745000e+00
+3.14557468e-04,6.00000000e-01,5.00467000e+00
+3.14557468e-04,6.50000000e-01,5.00243000e+00
+3.14557468e-04,7.00000000e-01,5.00213000e+00
+3.14557468e-04,7.50000000e-01,5.00192000e+00
+3.14557468e-04,8.00000000e-01,5.00190000e+00
+3.14557468e-04,8.50000000e-01,5.00188000e+00
+3.14557468e-04,9.00000000e-01,5.00187000e+00
+3.14557468e-04,9.25000000e-01,5.72529000e+00
+3.14557468e-04,9.50000000e-01,5.77848000e+00
+3.14557468e-04,9.70000000e-01,5.82635000e+00
+3.14557468e-04,9.90000000e-01,5.86487000e+00
+3.14557468e-04,9.95000000e-01,5.89508000e+00
+3.14557468e-04,9.99000000e-01,5.93663000e+00
+3.14557468e-04,9.99500000e-01,5.95455000e+00
+3.14557468e-04,9.99900000e-01,5.95354000e+00
+3.14557468e-04,9.99950000e-01,5.93652000e+00
+3.14557468e-04,9.99990000e-01,5.90761000e+00
+6.10098560e-04,5.70000000e+01,5.87187000e+00
+6.10098560e-04,1.00000000e-12,5.82941000e+00
+6.10098560e-04,2.50000000e-02,5.77873000e+00
+6.10098560e-04,5.00000000e-02,5.72010000e+00
+6.10098560e-04,7.50000000e-02,5.65782000e+00
+6.10098560e-04,1.00000000e-01,5.59582000e+00
+6.10098560e-04,1.50000000e-01,5.53441000e+00
+6.10098560e-04,2.00000000e-01,5.47352000e+00
+6.10098560e-04,2.50000000e-01,5.41395000e+00
+6.10098560e-04,3.00000000e-01,5.35916000e+00
+6.10098560e-04,3.50000000e-01,5.30820000e+00
+6.10098560e-04,4.00000000e-01,5.28105000e+00
+6.10098560e-04,4.50000000e-01,5.25504000e+00
+6.10098560e-04,5.00000000e-01,5.23718000e+00
+6.10098560e-04,5.50000000e-01,5.22332000e+00
+6.10098560e-04,6.00000000e-01,5.21986000e+00
+6.10098560e-04,6.50000000e-01,5.21712000e+00
+6.10098560e-04,7.00000000e-01,5.21678000e+00
+6.10098560e-04,7.50000000e-01,5.21652000e+00
+6.10098560e-04,8.00000000e-01,5.21647000e+00
+6.10098560e-04,8.50000000e-01,5.21646000e+00
+6.10098560e-04,9.00000000e-01,5.21641000e+00
+6.10098560e-04,9.25000000e-01,6.21591000e+00
+6.10098560e-04,9.50000000e-01,6.27193000e+00
+6.10098560e-04,9.70000000e-01,6.32053000e+00
+6.10098560e-04,9.90000000e-01,6.35610000e+00
+6.10098560e-04,9.95000000e-01,6.38026000e+00
+6.10098560e-04,9.99000000e-01,6.40354000e+00
+6.10098560e-04,9.99500000e-01,6.39734000e+00
+6.10098560e-04,9.99900000e-01,6.37003000e+00
+6.10098560e-04,9.99950000e-01,6.32564000e+00
+6.10098560e-04,9.99990000e-01,6.26893000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z70.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z70.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e2ac91af1299dc186295cd226b3b0f723aa77bf9
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z70.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=70
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.61980000e-01
+1.23651674e-04,9.50000000e-01,6.76463000e-01
+1.23651674e-04,9.70000000e-01,6.91040000e-01
+1.23651674e-04,9.90000000e-01,7.05791000e-01
+1.23651674e-04,9.95000000e-01,7.20740000e-01
+1.23651674e-04,9.99000000e-01,7.51270000e-01
+1.23651674e-04,9.99500000e-01,7.82710000e-01
+1.23651674e-04,9.99900000e-01,8.15220000e-01
+1.23651674e-04,9.99950000e-01,8.49060000e-01
+1.23651674e-04,9.99990000e-01,8.84650000e-01
+3.14557468e-04,5.70000000e+01,9.22620000e-01
+3.14557468e-04,1.00000000e-12,9.63370000e-01
+3.14557468e-04,2.50000000e-02,1.00738000e+00
+3.14557468e-04,5.00000000e-02,1.05525000e+00
+3.14557468e-04,7.50000000e-02,1.10789000e+00
+3.14557468e-04,1.00000000e-01,1.16519000e+00
+3.14557468e-04,1.50000000e-01,1.22388000e+00
+3.14557468e-04,2.00000000e-01,1.27539000e+00
+3.14557468e-04,2.50000000e-01,1.31102000e+00
+3.14557468e-04,3.00000000e-01,1.33370000e+00
+3.14557468e-04,3.50000000e-01,1.34833000e+00
+3.14557468e-04,4.00000000e-01,1.35329000e+00
+3.14557468e-04,4.50000000e-01,1.36039000e+00
+3.14557468e-04,5.00000000e-01,1.36658000e+00
+3.14557468e-04,5.50000000e-01,1.36229000e+00
+3.14557468e-04,6.00000000e-01,1.36053000e+00
+3.14557468e-04,6.50000000e-01,1.36060000e+00
+3.14557468e-04,7.00000000e-01,1.36062000e+00
+3.14557468e-04,7.50000000e-01,1.36035000e+00
+3.14557468e-04,8.00000000e-01,1.36040000e+00
+3.14557468e-04,8.50000000e-01,1.36026000e+00
+3.14557468e-04,9.00000000e-01,1.36032000e+00
+3.14557468e-04,9.25000000e-01,9.43800000e-01
+3.14557468e-04,9.50000000e-01,9.60860000e-01
+3.14557468e-04,9.70000000e-01,9.78160000e-01
+3.14557468e-04,9.90000000e-01,9.95903000e-01
+3.14557468e-04,9.95000000e-01,1.01414000e+00
+3.14557468e-04,9.99000000e-01,1.05216000e+00
+3.14557468e-04,9.99500000e-01,1.09235000e+00
+3.14557468e-04,9.99900000e-01,1.13485000e+00
+3.14557468e-04,9.99950000e-01,1.17981000e+00
+3.14557468e-04,9.99990000e-01,1.22733000e+00
+6.10098560e-04,5.70000000e+01,1.27754000e+00
+6.10098560e-04,1.00000000e-12,1.33048000e+00
+6.10098560e-04,2.50000000e-02,1.38605000e+00
+6.10098560e-04,5.00000000e-02,1.44400000e+00
+6.10098560e-04,7.50000000e-02,1.50377000e+00
+6.10098560e-04,1.00000000e-01,1.56442000e+00
+6.10098560e-04,1.50000000e-01,1.62456000e+00
+6.10098560e-04,2.00000000e-01,1.68171000e+00
+6.10098560e-04,2.50000000e-01,1.73147000e+00
+6.10098560e-04,3.00000000e-01,1.76579000e+00
+6.10098560e-04,3.50000000e-01,1.77465000e+00
+6.10098560e-04,4.00000000e-01,1.77049000e+00
+6.10098560e-04,4.50000000e-01,1.77093000e+00
+6.10098560e-04,5.00000000e-01,1.77708000e+00
+6.10098560e-04,5.50000000e-01,1.77743000e+00
+6.10098560e-04,6.00000000e-01,1.77539000e+00
+6.10098560e-04,6.50000000e-01,1.77626000e+00
+6.10098560e-04,7.00000000e-01,1.77674000e+00
+6.10098560e-04,7.50000000e-01,1.77658000e+00
+6.10098560e-04,8.00000000e-01,1.77642000e+00
+6.10098560e-04,8.50000000e-01,1.77676000e+00
+6.10098560e-04,9.00000000e-01,1.77652000e+00
+6.10098560e-04,9.25000000e-01,1.19559000e+00
+6.10098560e-04,9.50000000e-01,1.21768000e+00
+6.10098560e-04,9.70000000e-01,1.24000000e+00
+6.10098560e-04,9.90000000e-01,1.26273000e+00
+6.10098560e-04,9.95000000e-01,1.28593000e+00
+6.10098560e-04,9.99000000e-01,1.33381000e+00
+6.10098560e-04,9.99500000e-01,1.38372000e+00
+6.10098560e-04,9.99900000e-01,1.43569000e+00
+6.10098560e-04,9.99950000e-01,1.48972000e+00
+6.10098560e-04,9.99990000e-01,1.54580000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z71.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z71.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c8b5bba06b9137fef5054c37b01b4cf915c3c33
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z71.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=71
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.52710000e-01
+1.23651674e-04,9.50000000e-01,6.65527000e-01
+1.23651674e-04,9.70000000e-01,6.78620000e-01
+1.23651674e-04,9.90000000e-01,6.92208000e-01
+1.23651674e-04,9.95000000e-01,7.06290000e-01
+1.23651674e-04,9.99000000e-01,7.35770000e-01
+1.23651674e-04,9.99500000e-01,7.66850000e-01
+1.23651674e-04,9.99900000e-01,7.99290000e-01
+1.23651674e-04,9.99950000e-01,8.33130000e-01
+1.23651674e-04,9.99990000e-01,8.68590000e-01
+3.14557468e-04,5.70000000e+01,9.05980000e-01
+3.14557468e-04,1.00000000e-12,9.45830000e-01
+3.14557468e-04,2.50000000e-02,9.89050000e-01
+3.14557468e-04,5.00000000e-02,1.03654000e+00
+3.14557468e-04,7.50000000e-02,1.08890000e+00
+3.14557468e-04,1.00000000e-01,1.14579000e+00
+3.14557468e-04,1.50000000e-01,1.20420000e+00
+3.14557468e-04,2.00000000e-01,1.25623000e+00
+3.14557468e-04,2.50000000e-01,1.29287000e+00
+3.14557468e-04,3.00000000e-01,1.31287000e+00
+3.14557468e-04,3.50000000e-01,1.32528000e+00
+3.14557468e-04,4.00000000e-01,1.33475000e+00
+3.14557468e-04,4.50000000e-01,1.34286000e+00
+3.14557468e-04,5.00000000e-01,1.34555000e+00
+3.14557468e-04,5.50000000e-01,1.34229000e+00
+3.14557468e-04,6.00000000e-01,1.34116000e+00
+3.14557468e-04,6.50000000e-01,1.34098000e+00
+3.14557468e-04,7.00000000e-01,1.34094000e+00
+3.14557468e-04,7.50000000e-01,1.34076000e+00
+3.14557468e-04,8.00000000e-01,1.34073000e+00
+3.14557468e-04,8.50000000e-01,1.34071000e+00
+3.14557468e-04,9.00000000e-01,1.34072000e+00
+3.14557468e-04,9.25000000e-01,9.12270000e-01
+3.14557468e-04,9.50000000e-01,9.31913000e-01
+3.14557468e-04,9.70000000e-01,9.51650000e-01
+3.14557468e-04,9.90000000e-01,9.71565000e-01
+3.14557468e-04,9.95000000e-01,9.91690000e-01
+3.14557468e-04,9.99000000e-01,1.03264000e+00
+3.14557468e-04,9.99500000e-01,1.07459000e+00
+3.14557468e-04,9.99900000e-01,1.11766000e+00
+3.14557468e-04,9.99950000e-01,1.16213000e+00
+3.14557468e-04,9.99990000e-01,1.20845000e+00
+6.10098560e-04,5.70000000e+01,1.25730000e+00
+6.10098560e-04,1.00000000e-12,1.30892000e+00
+6.10098560e-04,2.50000000e-02,1.36335000e+00
+6.10098560e-04,5.00000000e-02,1.42060000e+00
+6.10098560e-04,7.50000000e-02,1.48050000e+00
+6.10098560e-04,1.00000000e-01,1.54233000e+00
+6.10098560e-04,1.50000000e-01,1.60415000e+00
+6.10098560e-04,2.00000000e-01,1.66188000e+00
+6.10098560e-04,2.50000000e-01,1.70979000e+00
+6.10098560e-04,3.00000000e-01,1.74204000e+00
+6.10098560e-04,3.50000000e-01,1.75158000e+00
+6.10098560e-04,4.00000000e-01,1.74861000e+00
+6.10098560e-04,4.50000000e-01,1.74953000e+00
+6.10098560e-04,5.00000000e-01,1.75508000e+00
+6.10098560e-04,5.50000000e-01,1.75510000e+00
+6.10098560e-04,6.00000000e-01,1.75332000e+00
+6.10098560e-04,6.50000000e-01,1.75442000e+00
+6.10098560e-04,7.00000000e-01,1.75491000e+00
+6.10098560e-04,7.50000000e-01,1.75475000e+00
+6.10098560e-04,8.00000000e-01,1.75459000e+00
+6.10098560e-04,8.50000000e-01,1.75490000e+00
+6.10098560e-04,9.00000000e-01,1.75470000e+00
+6.10098560e-04,9.25000000e-01,1.16048000e+00
+6.10098560e-04,9.50000000e-01,1.18507000e+00
+6.10098560e-04,9.70000000e-01,1.20974000e+00
+6.10098560e-04,9.90000000e-01,1.23458000e+00
+6.10098560e-04,9.95000000e-01,1.25965000e+00
+6.10098560e-04,9.99000000e-01,1.31054000e+00
+6.10098560e-04,9.99500000e-01,1.36233000e+00
+6.10098560e-04,9.99900000e-01,1.41500000e+00
+6.10098560e-04,9.99950000e-01,1.46853000e+00
+6.10098560e-04,9.99990000e-01,1.52302000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z72.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z72.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3ec2beb306e42f32d9b26a12385fbae2ba829c0
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z72.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=72
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.39610000e-01
+1.23651674e-04,9.50000000e-01,6.52280000e-01
+1.23651674e-04,9.70000000e-01,6.65220000e-01
+1.23651674e-04,9.90000000e-01,6.78644000e-01
+1.23651674e-04,9.95000000e-01,6.92550000e-01
+1.23651674e-04,9.99000000e-01,7.21650000e-01
+1.23651674e-04,9.99500000e-01,7.52320000e-01
+1.23651674e-04,9.99900000e-01,7.84300000e-01
+1.23651674e-04,9.99950000e-01,8.17680000e-01
+1.23651674e-04,9.99990000e-01,8.52670000e-01
+3.14557468e-04,5.70000000e+01,8.89630000e-01
+3.14557468e-04,1.00000000e-12,9.29080000e-01
+3.14557468e-04,2.50000000e-02,9.71850000e-01
+3.14557468e-04,5.00000000e-02,1.01884000e+00
+3.14557468e-04,7.50000000e-02,1.07066000e+00
+3.14557468e-04,1.00000000e-01,1.12703000e+00
+3.14557468e-04,1.50000000e-01,1.18495000e+00
+3.14557468e-04,2.00000000e-01,1.23658000e+00
+3.14557468e-04,2.50000000e-01,1.27303000e+00
+3.14557468e-04,3.00000000e-01,1.29344000e+00
+3.14557468e-04,3.50000000e-01,1.30642000e+00
+3.14557468e-04,4.00000000e-01,1.31573000e+00
+3.14557468e-04,4.50000000e-01,1.32408000e+00
+3.14557468e-04,5.00000000e-01,1.32726000e+00
+3.14557468e-04,5.50000000e-01,1.32341000e+00
+3.14557468e-04,6.00000000e-01,1.32215000e+00
+3.14557468e-04,6.50000000e-01,1.32207000e+00
+3.14557468e-04,7.00000000e-01,1.32204000e+00
+3.14557468e-04,7.50000000e-01,1.32186000e+00
+3.14557468e-04,8.00000000e-01,1.32183000e+00
+3.14557468e-04,8.50000000e-01,1.32180000e+00
+3.14557468e-04,9.00000000e-01,1.32183000e+00
+3.14557468e-04,9.25000000e-01,8.95440000e-01
+3.14557468e-04,9.50000000e-01,9.14949000e-01
+3.14557468e-04,9.70000000e-01,9.34540000e-01
+3.14557468e-04,9.90000000e-01,9.54285000e-01
+3.14557468e-04,9.95000000e-01,9.74220000e-01
+3.14557468e-04,9.99000000e-01,1.01474000e+00
+3.14557468e-04,9.99500000e-01,1.05619000e+00
+3.14557468e-04,9.99900000e-01,1.09873000e+00
+3.14557468e-04,9.99950000e-01,1.14268000e+00
+3.14557468e-04,9.99990000e-01,1.18859000e+00
+6.10098560e-04,5.70000000e+01,1.23723000e+00
+6.10098560e-04,1.00000000e-12,1.28889000e+00
+6.10098560e-04,2.50000000e-02,1.34356000e+00
+6.10098560e-04,5.00000000e-02,1.40110000e+00
+6.10098560e-04,7.50000000e-02,1.46110000e+00
+6.10098560e-04,1.00000000e-01,1.52257000e+00
+6.10098560e-04,1.50000000e-01,1.58358000e+00
+6.10098560e-04,2.00000000e-01,1.64023000e+00
+6.10098560e-04,2.50000000e-01,1.68717000e+00
+6.10098560e-04,3.00000000e-01,1.71897000e+00
+6.10098560e-04,3.50000000e-01,1.72922000e+00
+6.10098560e-04,4.00000000e-01,1.72718000e+00
+6.10098560e-04,4.50000000e-01,1.72930000e+00
+6.10098560e-04,5.00000000e-01,1.73558000e+00
+6.10098560e-04,5.50000000e-01,1.73409000e+00
+6.10098560e-04,6.00000000e-01,1.73153000e+00
+6.10098560e-04,6.50000000e-01,1.73286000e+00
+6.10098560e-04,7.00000000e-01,1.73351000e+00
+6.10098560e-04,7.50000000e-01,1.73332000e+00
+6.10098560e-04,8.00000000e-01,1.73312000e+00
+6.10098560e-04,8.50000000e-01,1.73351000e+00
+6.10098560e-04,9.00000000e-01,1.73320000e+00
+6.10098560e-04,9.25000000e-01,1.14143000e+00
+6.10098560e-04,9.50000000e-01,1.16565000e+00
+6.10098560e-04,9.70000000e-01,1.18996000e+00
+6.10098560e-04,9.90000000e-01,1.21444000e+00
+6.10098560e-04,9.95000000e-01,1.23915000e+00
+6.10098560e-04,9.99000000e-01,1.28933000e+00
+6.10098560e-04,9.99500000e-01,1.34046000e+00
+6.10098560e-04,9.99900000e-01,1.39253000e+00
+6.10098560e-04,9.99950000e-01,1.44561000e+00
+6.10098560e-04,9.99990000e-01,1.49989000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z73.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z73.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ad66020ca70caa36774a9052ccaf012c6f4f1d0
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z73.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=73
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.27020000e-01
+1.23651674e-04,9.50000000e-01,6.39564000e-01
+1.23651674e-04,9.70000000e-01,6.52360000e-01
+1.23651674e-04,9.90000000e-01,6.65611000e-01
+1.23651674e-04,9.95000000e-01,6.79320000e-01
+1.23651674e-04,9.99000000e-01,7.07980000e-01
+1.23651674e-04,9.99500000e-01,7.38180000e-01
+1.23651674e-04,9.99900000e-01,7.69750000e-01
+1.23651674e-04,9.99950000e-01,8.02750000e-01
+1.23651674e-04,9.99990000e-01,8.37380000e-01
+3.14557468e-04,5.70000000e+01,8.73960000e-01
+3.14557468e-04,1.00000000e-12,9.12980000e-01
+3.14557468e-04,2.50000000e-02,9.55260000e-01
+3.14557468e-04,5.00000000e-02,1.00168000e+00
+3.14557468e-04,7.50000000e-02,1.05286000e+00
+3.14557468e-04,1.00000000e-01,1.10855000e+00
+3.14557468e-04,1.50000000e-01,1.16585000e+00
+3.14557468e-04,2.00000000e-01,1.21715000e+00
+3.14557468e-04,2.50000000e-01,1.25378000e+00
+3.14557468e-04,3.00000000e-01,1.27469000e+00
+3.14557468e-04,3.50000000e-01,1.28801000e+00
+3.14557468e-04,4.00000000e-01,1.29719000e+00
+3.14557468e-04,4.50000000e-01,1.30539000e+00
+3.14557468e-04,5.00000000e-01,1.30853000e+00
+3.14557468e-04,5.50000000e-01,1.30490000e+00
+3.14557468e-04,6.00000000e-01,1.30370000e+00
+3.14557468e-04,6.50000000e-01,1.30364000e+00
+3.14557468e-04,7.00000000e-01,1.30362000e+00
+3.14557468e-04,7.50000000e-01,1.30344000e+00
+3.14557468e-04,8.00000000e-01,1.30341000e+00
+3.14557468e-04,8.50000000e-01,1.30338000e+00
+3.14557468e-04,9.00000000e-01,1.30341000e+00
+3.14557468e-04,9.25000000e-01,8.79470000e-01
+3.14557468e-04,9.50000000e-01,8.98733000e-01
+3.14557468e-04,9.70000000e-01,9.18080000e-01
+3.14557468e-04,9.90000000e-01,9.37587000e-01
+3.14557468e-04,9.95000000e-01,9.57290000e-01
+3.14557468e-04,9.99000000e-01,9.97360000e-01
+3.14557468e-04,9.99500000e-01,1.03838000e+00
+3.14557468e-04,9.99900000e-01,1.08050000e+00
+3.14557468e-04,9.99950000e-01,1.12404000e+00
+3.14557468e-04,9.99990000e-01,1.16954000e+00
+6.10098560e-04,5.70000000e+01,1.21775000e+00
+6.10098560e-04,1.00000000e-12,1.26894000e+00
+6.10098560e-04,2.50000000e-02,1.32313000e+00
+6.10098560e-04,5.00000000e-02,1.38019000e+00
+6.10098560e-04,7.50000000e-02,1.43972000e+00
+6.10098560e-04,1.00000000e-01,1.50080000e+00
+6.10098560e-04,1.50000000e-01,1.56151000e+00
+6.10098560e-04,2.00000000e-01,1.61802000e+00
+6.10098560e-04,2.50000000e-01,1.66503000e+00
+6.10098560e-04,3.00000000e-01,1.69715000e+00
+6.10098560e-04,3.50000000e-01,1.70795000e+00
+6.10098560e-04,4.00000000e-01,1.70623000e+00
+6.10098560e-04,4.50000000e-01,1.70858000e+00
+6.10098560e-04,5.00000000e-01,1.71492000e+00
+6.10098560e-04,5.50000000e-01,1.71336000e+00
+6.10098560e-04,6.00000000e-01,1.71084000e+00
+6.10098560e-04,6.50000000e-01,1.71244000e+00
+6.10098560e-04,7.00000000e-01,1.71314000e+00
+6.10098560e-04,7.50000000e-01,1.71295000e+00
+6.10098560e-04,8.00000000e-01,1.71274000e+00
+6.10098560e-04,8.50000000e-01,1.71311000e+00
+6.10098560e-04,9.00000000e-01,1.71281000e+00
+6.10098560e-04,9.25000000e-01,1.12261000e+00
+6.10098560e-04,9.50000000e-01,1.14657000e+00
+6.10098560e-04,9.70000000e-01,1.17062000e+00
+6.10098560e-04,9.90000000e-01,1.19486000e+00
+6.10098560e-04,9.95000000e-01,1.21933000e+00
+6.10098560e-04,9.99000000e-01,1.26903000e+00
+6.10098560e-04,9.99500000e-01,1.31972000e+00
+6.10098560e-04,9.99900000e-01,1.37139000e+00
+6.10098560e-04,9.99950000e-01,1.42408000e+00
+6.10098560e-04,9.99990000e-01,1.47800000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z74.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z74.csv
new file mode 100644
index 0000000000000000000000000000000000000000..146a30180849032964ad4f3d1e65e1676fb74525
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z74.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=74
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.13300000e-01
+1.23651674e-04,9.50000000e-01,6.26207000e-01
+1.23651674e-04,9.70000000e-01,6.39270000e-01
+1.23651674e-04,9.90000000e-01,6.52617000e-01
+1.23651674e-04,9.95000000e-01,6.66270000e-01
+1.23651674e-04,9.99000000e-01,6.94510000e-01
+1.23651674e-04,9.99500000e-01,7.24090000e-01
+1.23651674e-04,9.99900000e-01,7.55130000e-01
+1.23651674e-04,9.99950000e-01,7.87800000e-01
+1.23651674e-04,9.99990000e-01,8.22340000e-01
+3.14557468e-04,5.70000000e+01,8.59070000e-01
+3.14557468e-04,1.00000000e-12,8.98300000e-01
+3.14557468e-04,2.50000000e-02,9.40430000e-01
+3.14557468e-04,5.00000000e-02,9.86080000e-01
+3.14557468e-04,7.50000000e-02,1.03614000e+00
+3.14557468e-04,1.00000000e-01,1.09067000e+00
+3.14557468e-04,1.50000000e-01,1.14676000e+00
+3.14557468e-04,2.00000000e-01,1.19677000e+00
+3.14557468e-04,2.50000000e-01,1.23276000e+00
+3.14557468e-04,3.00000000e-01,1.25686000e+00
+3.14557468e-04,3.50000000e-01,1.27272000e+00
+3.14557468e-04,4.00000000e-01,1.27804000e+00
+3.14557468e-04,4.50000000e-01,1.28510000e+00
+3.14557468e-04,5.00000000e-01,1.29105000e+00
+3.14557468e-04,5.50000000e-01,1.28716000e+00
+3.14557468e-04,6.00000000e-01,1.28554000e+00
+3.14557468e-04,6.50000000e-01,1.28577000e+00
+3.14557468e-04,7.00000000e-01,1.28583000e+00
+3.14557468e-04,7.50000000e-01,1.28559000e+00
+3.14557468e-04,8.00000000e-01,1.28564000e+00
+3.14557468e-04,8.50000000e-01,1.28551000e+00
+3.14557468e-04,9.00000000e-01,1.28558000e+00
+3.14557468e-04,9.25000000e-01,8.70350000e-01
+3.14557468e-04,9.50000000e-01,8.87904000e-01
+3.14557468e-04,9.70000000e-01,9.05680000e-01
+3.14557468e-04,9.90000000e-01,9.23865000e-01
+3.14557468e-04,9.95000000e-01,9.42500000e-01
+3.14557468e-04,9.99000000e-01,9.81150000e-01
+3.14557468e-04,9.99500000e-01,1.02172000e+00
+3.14557468e-04,9.99900000e-01,1.06428000e+00
+3.14557468e-04,9.99950000e-01,1.10889000e+00
+3.14557468e-04,9.99990000e-01,1.15560000e+00
+6.10098560e-04,5.70000000e+01,1.20442000e+00
+6.10098560e-04,1.00000000e-12,1.25532000e+00
+6.10098560e-04,2.50000000e-02,1.30815000e+00
+6.10098560e-04,5.00000000e-02,1.36269000e+00
+6.10098560e-04,7.50000000e-02,1.41852000e+00
+6.10098560e-04,1.00000000e-01,1.47498000e+00
+6.10098560e-04,1.50000000e-01,1.53103000e+00
+6.10098560e-04,2.00000000e-01,1.58503000e+00
+6.10098560e-04,2.50000000e-01,1.63459000e+00
+6.10098560e-04,3.00000000e-01,1.67637000e+00
+6.10098560e-04,3.50000000e-01,1.70245000e+00
+6.10098560e-04,4.00000000e-01,1.70375000e+00
+6.10098560e-04,4.50000000e-01,1.69209000e+00
+6.10098560e-04,5.00000000e-01,1.67492000e+00
+6.10098560e-04,5.50000000e-01,1.68345000e+00
+6.10098560e-04,6.00000000e-01,1.69750000e+00
+6.10098560e-04,6.50000000e-01,1.69569000e+00
+6.10098560e-04,7.00000000e-01,1.69310000e+00
+6.10098560e-04,7.50000000e-01,1.69313000e+00
+6.10098560e-04,8.00000000e-01,1.69370000e+00
+6.10098560e-04,8.50000000e-01,1.69193000e+00
+6.10098560e-04,9.00000000e-01,1.69312000e+00
+6.10098560e-04,9.25000000e-01,1.11534000e+00
+6.10098560e-04,9.50000000e-01,1.13686000e+00
+6.10098560e-04,9.70000000e-01,1.15861000e+00
+6.10098560e-04,9.90000000e-01,1.18078000e+00
+6.10098560e-04,9.95000000e-01,1.20343000e+00
+6.10098560e-04,9.99000000e-01,1.25023000e+00
+6.10098560e-04,9.99500000e-01,1.29908000e+00
+6.10098560e-04,9.99900000e-01,1.35000000e+00
+6.10098560e-04,9.99950000e-01,1.40303000e+00
+6.10098560e-04,9.99990000e-01,1.45811000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z75.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z75.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbdbcbbef5b9f7e0a8d46bed369513ad89ad0f44
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z75.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=75
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,6.03450000e-01
+1.23651674e-04,9.50000000e-01,6.15691000e-01
+1.23651674e-04,9.70000000e-01,6.28170000e-01
+1.23651674e-04,9.90000000e-01,6.41080000e-01
+1.23651674e-04,9.95000000e-01,6.54430000e-01
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+1.23651674e-04,9.99500000e-01,7.11810000e-01
+1.23651674e-04,9.99900000e-01,7.42670000e-01
+1.23651674e-04,9.99950000e-01,7.74980000e-01
+1.23651674e-04,9.99990000e-01,8.08900000e-01
+3.14557468e-04,5.70000000e+01,8.44710000e-01
+3.14557468e-04,1.00000000e-12,8.82860000e-01
+3.14557468e-04,2.50000000e-02,9.24150000e-01
+3.14557468e-04,5.00000000e-02,9.69440000e-01
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+3.14557468e-04,3.50000000e-01,1.25223000e+00
+3.14557468e-04,4.00000000e-01,1.26125000e+00
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+6.10098560e-04,1.00000000e-01,1.45863000e+00
+6.10098560e-04,1.50000000e-01,1.52308000e+00
+6.10098560e-04,2.00000000e-01,1.58114000e+00
+6.10098560e-04,2.50000000e-01,1.62376000e+00
+6.10098560e-04,3.00000000e-01,1.64833000e+00
+6.10098560e-04,3.50000000e-01,1.66042000e+00
+6.10098560e-04,4.00000000e-01,1.66696000e+00
+6.10098560e-04,4.50000000e-01,1.67288000e+00
+6.10098560e-04,5.00000000e-01,1.67520000e+00
+6.10098560e-04,5.50000000e-01,1.67164000e+00
+6.10098560e-04,6.00000000e-01,1.67149000e+00
+6.10098560e-04,6.50000000e-01,1.67399000e+00
+6.10098560e-04,7.00000000e-01,1.67432000e+00
+6.10098560e-04,7.50000000e-01,1.67414000e+00
+6.10098560e-04,8.00000000e-01,1.67410000e+00
+6.10098560e-04,8.50000000e-01,1.67406000e+00
+6.10098560e-04,9.00000000e-01,1.67409000e+00
+6.10098560e-04,9.25000000e-01,1.08720000e+00
+6.10098560e-04,9.50000000e-01,1.11090000e+00
+6.10098560e-04,9.70000000e-01,1.13469000e+00
+6.10098560e-04,9.90000000e-01,1.15863000e+00
+6.10098560e-04,9.95000000e-01,1.18277000e+00
+6.10098560e-04,9.99000000e-01,1.23173000e+00
+6.10098560e-04,9.99500000e-01,1.28153000e+00
+6.10098560e-04,9.99900000e-01,1.33220000e+00
+6.10098560e-04,9.99950000e-01,1.38381000e+00
+6.10098560e-04,9.99990000e-01,1.43666000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z76.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z76.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c90798bc2ba7a6cb935ab871772431c25a96e27c
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z76.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=76
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.92290000e-01
+1.23651674e-04,9.50000000e-01,6.04361000e-01
+1.23651674e-04,9.70000000e-01,6.16680000e-01
+1.23651674e-04,9.90000000e-01,6.29448000e-01
+1.23651674e-04,9.95000000e-01,6.42670000e-01
+1.23651674e-04,9.99000000e-01,6.70350000e-01
+1.23651674e-04,9.99500000e-01,6.99560000e-01
+1.23651674e-04,9.99900000e-01,7.30090000e-01
+1.23651674e-04,9.99950000e-01,7.62010000e-01
+1.23651674e-04,9.99990000e-01,7.95530000e-01
+3.14557468e-04,5.70000000e+01,8.30940000e-01
+3.14557468e-04,1.00000000e-12,8.68690000e-01
+3.14557468e-04,2.50000000e-02,9.09550000e-01
+3.14557468e-04,5.00000000e-02,9.54250000e-01
+3.14557468e-04,7.50000000e-02,1.00331000e+00
+3.14557468e-04,1.00000000e-01,1.05642000e+00
+3.14557468e-04,1.50000000e-01,1.11100000e+00
+3.14557468e-04,2.00000000e-01,1.16037000e+00
+3.14557468e-04,2.50000000e-01,1.19690000e+00
+3.14557468e-04,3.00000000e-01,1.21959000e+00
+3.14557468e-04,3.50000000e-01,1.23479000e+00
+3.14557468e-04,4.00000000e-01,1.24378000e+00
+3.14557468e-04,4.50000000e-01,1.25168000e+00
+3.14557468e-04,5.00000000e-01,1.25503000e+00
+3.14557468e-04,5.50000000e-01,1.25281000e+00
+3.14557468e-04,6.00000000e-01,1.25202000e+00
+3.14557468e-04,6.50000000e-01,1.25219000e+00
+3.14557468e-04,7.00000000e-01,1.25220000e+00
+3.14557468e-04,7.50000000e-01,1.25207000e+00
+3.14557468e-04,8.00000000e-01,1.25205000e+00
+3.14557468e-04,8.50000000e-01,1.25202000e+00
+3.14557468e-04,9.00000000e-01,1.25205000e+00
+3.14557468e-04,9.25000000e-01,8.36730000e-01
+3.14557468e-04,9.50000000e-01,8.54235000e-01
+3.14557468e-04,9.70000000e-01,8.72080000e-01
+3.14557468e-04,9.90000000e-01,8.90533000e-01
+3.14557468e-04,9.95000000e-01,9.09580000e-01
+3.14557468e-04,9.99000000e-01,9.49150000e-01
+3.14557468e-04,9.99500000e-01,9.90180000e-01
+3.14557468e-04,9.99900000e-01,1.03199000e+00
+3.14557468e-04,9.99950000e-01,1.07460000e+00
+3.14557468e-04,9.99990000e-01,1.11837000e+00
+6.10098560e-04,5.70000000e+01,1.16390000e+00
+6.10098560e-04,1.00000000e-12,1.21193000e+00
+6.10098560e-04,2.50000000e-02,1.26353000e+00
+6.10098560e-04,5.00000000e-02,1.31947000e+00
+6.10098560e-04,7.50000000e-02,1.37941000e+00
+6.10098560e-04,1.00000000e-01,1.44210000e+00
+6.10098560e-04,1.50000000e-01,1.50461000e+00
+6.10098560e-04,2.00000000e-01,1.56035000e+00
+6.10098560e-04,2.50000000e-01,1.60177000e+00
+6.10098560e-04,3.00000000e-01,1.62691000e+00
+6.10098560e-04,3.50000000e-01,1.64055000e+00
+6.10098560e-04,4.00000000e-01,1.64721000e+00
+6.10098560e-04,4.50000000e-01,1.65333000e+00
+6.10098560e-04,5.00000000e-01,1.65602000e+00
+6.10098560e-04,5.50000000e-01,1.65277000e+00
+6.10098560e-04,6.00000000e-01,1.65282000e+00
+6.10098560e-04,6.50000000e-01,1.65583000e+00
+6.10098560e-04,7.00000000e-01,1.65623000e+00
+6.10098560e-04,7.50000000e-01,1.65605000e+00
+6.10098560e-04,8.00000000e-01,1.65601000e+00
+6.10098560e-04,8.50000000e-01,1.65596000e+00
+6.10098560e-04,9.00000000e-01,1.65596000e+00
+6.10098560e-04,9.25000000e-01,1.06989000e+00
+6.10098560e-04,9.50000000e-01,1.09361000e+00
+6.10098560e-04,9.70000000e-01,1.11738000e+00
+6.10098560e-04,9.90000000e-01,1.14126000e+00
+6.10098560e-04,9.95000000e-01,1.16530000e+00
+6.10098560e-04,9.99000000e-01,1.21393000e+00
+6.10098560e-04,9.99500000e-01,1.26325000e+00
+6.10098560e-04,9.99900000e-01,1.31331000e+00
+6.10098560e-04,9.99950000e-01,1.36426000e+00
+6.10098560e-04,9.99990000e-01,1.41651000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z77.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z77.csv
new file mode 100644
index 0000000000000000000000000000000000000000..204b8e640dc8a7e426271a10718232fe3c52dc05
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z77.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=77
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.81680000e-01
+1.23651674e-04,9.50000000e-01,5.93564000e-01
+1.23651674e-04,9.70000000e-01,6.05710000e-01
+1.23651674e-04,9.90000000e-01,6.18325000e-01
+1.23651674e-04,9.95000000e-01,6.31410000e-01
+1.23651674e-04,9.99000000e-01,6.58830000e-01
+1.23651674e-04,9.99500000e-01,6.87780000e-01
+1.23651674e-04,9.99900000e-01,7.18050000e-01
+1.23651674e-04,9.99950000e-01,7.49680000e-01
+1.23651674e-04,9.99990000e-01,7.82870000e-01
+3.14557468e-04,5.70000000e+01,8.17910000e-01
+3.14557468e-04,1.00000000e-12,8.55220000e-01
+3.14557468e-04,2.50000000e-02,8.95530000e-01
+3.14557468e-04,5.00000000e-02,9.39580000e-01
+3.14557468e-04,7.50000000e-02,9.87810000e-01
+3.14557468e-04,1.00000000e-01,1.03993000e+00
+3.14557468e-04,1.50000000e-01,1.09347000e+00
+3.14557468e-04,2.00000000e-01,1.14207000e+00
+3.14557468e-04,2.50000000e-01,1.17848000e+00
+3.14557468e-04,3.00000000e-01,1.20176000e+00
+3.14557468e-04,3.50000000e-01,1.21775000e+00
+3.14557468e-04,4.00000000e-01,1.22689000e+00
+3.14557468e-04,4.50000000e-01,1.23489000e+00
+3.14557468e-04,5.00000000e-01,1.23839000e+00
+3.14557468e-04,5.50000000e-01,1.23662000e+00
+3.14557468e-04,6.00000000e-01,1.23594000e+00
+3.14557468e-04,6.50000000e-01,1.23614000e+00
+3.14557468e-04,7.00000000e-01,1.23616000e+00
+3.14557468e-04,7.50000000e-01,1.23603000e+00
+3.14557468e-04,8.00000000e-01,1.23601000e+00
+3.14557468e-04,8.50000000e-01,1.23599000e+00
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+3.14557468e-04,9.50000000e-01,8.40441000e-01
+3.14557468e-04,9.70000000e-01,8.58050000e-01
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+3.14557468e-04,9.99000000e-01,9.34340000e-01
+3.14557468e-04,9.99500000e-01,9.75050000e-01
+3.14557468e-04,9.99900000e-01,1.01653000e+00
+3.14557468e-04,9.99950000e-01,1.05882000e+00
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+6.10098560e-04,5.70000000e+01,1.14733000e+00
+6.10098560e-04,1.00000000e-12,1.19486000e+00
+6.10098560e-04,2.50000000e-02,1.24589000e+00
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+6.10098560e-04,7.50000000e-02,1.36036000e+00
+6.10098560e-04,1.00000000e-01,1.42212000e+00
+6.10098560e-04,1.50000000e-01,1.48370000e+00
+6.10098560e-04,2.00000000e-01,1.53886000e+00
+6.10098560e-04,2.50000000e-01,1.58044000e+00
+6.10098560e-04,3.00000000e-01,1.60646000e+00
+6.10098560e-04,3.50000000e-01,1.62121000e+00
+6.10098560e-04,4.00000000e-01,1.62826000e+00
+6.10098560e-04,4.50000000e-01,1.63475000e+00
+6.10098560e-04,5.00000000e-01,1.63772000e+00
+6.10098560e-04,5.50000000e-01,1.63458000e+00
+6.10098560e-04,6.00000000e-01,1.63474000e+00
+6.10098560e-04,6.50000000e-01,1.63819000e+00
+6.10098560e-04,7.00000000e-01,1.63866000e+00
+6.10098560e-04,7.50000000e-01,1.63847000e+00
+6.10098560e-04,8.00000000e-01,1.63843000e+00
+6.10098560e-04,8.50000000e-01,1.63838000e+00
+6.10098560e-04,9.00000000e-01,1.63843000e+00
+6.10098560e-04,9.25000000e-01,1.05380000e+00
+6.10098560e-04,9.50000000e-01,1.07726000e+00
+6.10098560e-04,9.70000000e-01,1.10078000e+00
+6.10098560e-04,9.90000000e-01,1.12443000e+00
+6.10098560e-04,9.95000000e-01,1.14825000e+00
+6.10098560e-04,9.99000000e-01,1.19646000e+00
+6.10098560e-04,9.99500000e-01,1.24539000e+00
+6.10098560e-04,9.99900000e-01,1.29507000e+00
+6.10098560e-04,9.99950000e-01,1.34570000e+00
+6.10098560e-04,9.99990000e-01,1.39761000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z78.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z78.csv
new file mode 100644
index 0000000000000000000000000000000000000000..517bb0115cea4511a8037b799d286f24a5be7d37
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z78.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=78
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.71520000e-01
+1.23651674e-04,9.50000000e-01,5.83321000e-01
+1.23651674e-04,9.70000000e-01,5.95370000e-01
+1.23651674e-04,9.90000000e-01,6.07866000e-01
+1.23651674e-04,9.95000000e-01,6.20810000e-01
+1.23651674e-04,9.99000000e-01,6.47910000e-01
+1.23651674e-04,9.99500000e-01,6.76530000e-01
+1.23651674e-04,9.99900000e-01,7.06490000e-01
+1.23651674e-04,9.99950000e-01,7.37840000e-01
+1.23651674e-04,9.99990000e-01,7.70740000e-01
+3.14557468e-04,5.70000000e+01,8.05430000e-01
+3.14557468e-04,1.00000000e-12,8.42310000e-01
+3.14557468e-04,2.50000000e-02,8.82090000e-01
+3.14557468e-04,5.00000000e-02,9.25450000e-01
+3.14557468e-04,7.50000000e-02,9.72790000e-01
+3.14557468e-04,1.00000000e-01,1.02382000e+00
+3.14557468e-04,1.50000000e-01,1.07622000e+00
+3.14557468e-04,2.00000000e-01,1.12402000e+00
+3.14557468e-04,2.50000000e-01,1.16039000e+00
+3.14557468e-04,3.00000000e-01,1.18436000e+00
+3.14557468e-04,3.50000000e-01,1.20110000e+00
+3.14557468e-04,4.00000000e-01,1.21023000e+00
+3.14557468e-04,4.50000000e-01,1.21822000e+00
+3.14557468e-04,5.00000000e-01,1.22190000e+00
+3.14557468e-04,5.50000000e-01,1.22114000e+00
+3.14557468e-04,6.00000000e-01,1.22127000e+00
+3.14557468e-04,6.50000000e-01,1.22100000e+00
+3.14557468e-04,7.00000000e-01,1.22084000e+00
+3.14557468e-04,7.50000000e-01,1.22078000e+00
+3.14557468e-04,8.00000000e-01,1.22081000e+00
+3.14557468e-04,8.50000000e-01,1.22077000e+00
+3.14557468e-04,9.00000000e-01,1.22080000e+00
+3.14557468e-04,9.25000000e-01,8.10130000e-01
+3.14557468e-04,9.50000000e-01,8.27248000e-01
+3.14557468e-04,9.70000000e-01,8.44710000e-01
+3.14557468e-04,9.90000000e-01,8.62787000e-01
+3.14557468e-04,9.95000000e-01,8.81460000e-01
+3.14557468e-04,9.99000000e-01,9.20280000e-01
+3.14557468e-04,9.99500000e-01,9.60600000e-01
+3.14557468e-04,9.99900000e-01,1.00175000e+00
+3.14557468e-04,9.99950000e-01,1.04372000e+00
+3.14557468e-04,9.99990000e-01,1.08678000e+00
+6.10098560e-04,5.70000000e+01,1.13143000e+00
+6.10098560e-04,1.00000000e-12,1.17838000e+00
+6.10098560e-04,2.50000000e-02,1.22878000e+00
+6.10098560e-04,5.00000000e-02,1.28342000e+00
+6.10098560e-04,7.50000000e-02,1.34180000e+00
+6.10098560e-04,1.00000000e-01,1.40259000e+00
+6.10098560e-04,1.50000000e-01,1.46315000e+00
+6.10098560e-04,2.00000000e-01,1.51767000e+00
+6.10098560e-04,2.50000000e-01,1.55940000e+00
+6.10098560e-04,3.00000000e-01,1.58620000e+00
+6.10098560e-04,3.50000000e-01,1.60199000e+00
+6.10098560e-04,4.00000000e-01,1.60959000e+00
+6.10098560e-04,4.50000000e-01,1.61661000e+00
+6.10098560e-04,5.00000000e-01,1.61965000e+00
+6.10098560e-04,5.50000000e-01,1.61773000e+00
+6.10098560e-04,6.00000000e-01,1.62078000e+00
+6.10098560e-04,6.50000000e-01,1.62191000e+00
+6.10098560e-04,7.00000000e-01,1.62151000e+00
+6.10098560e-04,7.50000000e-01,1.62150000e+00
+6.10098560e-04,8.00000000e-01,1.62165000e+00
+6.10098560e-04,8.50000000e-01,1.62151000e+00
+6.10098560e-04,9.00000000e-01,1.62152000e+00
+6.10098560e-04,9.25000000e-01,1.03833000e+00
+6.10098560e-04,9.50000000e-01,1.06158000e+00
+6.10098560e-04,9.70000000e-01,1.08490000e+00
+6.10098560e-04,9.90000000e-01,1.10833000e+00
+6.10098560e-04,9.95000000e-01,1.13194000e+00
+6.10098560e-04,9.99000000e-01,1.17976000e+00
+6.10098560e-04,9.99500000e-01,1.22832000e+00
+6.10098560e-04,9.99900000e-01,1.27766000e+00
+6.10098560e-04,9.99950000e-01,1.32791000e+00
+6.10098560e-04,9.99990000e-01,1.37944000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z79.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z79.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54b98c7eb59c826e13322c3fc9564acbb11f8472
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z79.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=79
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.61720000e-01
+1.23651674e-04,9.50000000e-01,5.73436000e-01
+1.23651674e-04,9.70000000e-01,5.85400000e-01
+1.23651674e-04,9.90000000e-01,5.97809000e-01
+1.23651674e-04,9.95000000e-01,6.10660000e-01
+1.23651674e-04,9.99000000e-01,6.37550000e-01
+1.23651674e-04,9.99500000e-01,6.65930000e-01
+1.23651674e-04,9.99900000e-01,6.95600000e-01
+1.23651674e-04,9.99950000e-01,7.26620000e-01
+1.23651674e-04,9.99990000e-01,7.59150000e-01
+3.14557468e-04,5.70000000e+01,7.93460000e-01
+3.14557468e-04,1.00000000e-12,8.29930000e-01
+3.14557468e-04,2.50000000e-02,8.69160000e-01
+3.14557468e-04,5.00000000e-02,9.11790000e-01
+3.14557468e-04,7.50000000e-02,9.58190000e-01
+3.14557468e-04,1.00000000e-01,1.00808000e+00
+3.14557468e-04,1.50000000e-01,1.05930000e+00
+3.14557468e-04,2.00000000e-01,1.10632000e+00
+3.14557468e-04,2.50000000e-01,1.14278000e+00
+3.14557468e-04,3.00000000e-01,1.16757000e+00
+3.14557468e-04,3.50000000e-01,1.18505000e+00
+3.14557468e-04,4.00000000e-01,1.19414000e+00
+3.14557468e-04,4.50000000e-01,1.20214000e+00
+3.14557468e-04,5.00000000e-01,1.20606000e+00
+3.14557468e-04,5.50000000e-01,1.20609000e+00
+3.14557468e-04,6.00000000e-01,1.20640000e+00
+3.14557468e-04,6.50000000e-01,1.20631000e+00
+3.14557468e-04,7.00000000e-01,1.20618000e+00
+3.14557468e-04,7.50000000e-01,1.20614000e+00
+3.14557468e-04,8.00000000e-01,1.20617000e+00
+3.14557468e-04,8.50000000e-01,1.20614000e+00
+3.14557468e-04,9.00000000e-01,1.20616000e+00
+3.14557468e-04,9.25000000e-01,7.97710000e-01
+3.14557468e-04,9.50000000e-01,8.14607000e-01
+3.14557468e-04,9.70000000e-01,8.31860000e-01
+3.14557468e-04,9.90000000e-01,8.49748000e-01
+3.14557468e-04,9.95000000e-01,8.68250000e-01
+3.14557468e-04,9.99000000e-01,9.06760000e-01
+3.14557468e-04,9.99500000e-01,9.46770000e-01
+3.14557468e-04,9.99900000e-01,9.87570000e-01
+3.14557468e-04,9.99950000e-01,1.02912000e+00
+3.14557468e-04,9.99990000e-01,1.07173000e+00
+6.10098560e-04,5.70000000e+01,1.11593000e+00
+6.10098560e-04,1.00000000e-12,1.16239000e+00
+6.10098560e-04,2.50000000e-02,1.21218000e+00
+6.10098560e-04,5.00000000e-02,1.26604000e+00
+6.10098560e-04,7.50000000e-02,1.32346000e+00
+6.10098560e-04,1.00000000e-01,1.38319000e+00
+6.10098560e-04,1.50000000e-01,1.44274000e+00
+6.10098560e-04,2.00000000e-01,1.49668000e+00
+6.10098560e-04,2.50000000e-01,1.53867000e+00
+6.10098560e-04,3.00000000e-01,1.56655000e+00
+6.10098560e-04,3.50000000e-01,1.58361000e+00
+6.10098560e-04,4.00000000e-01,1.59156000e+00
+6.10098560e-04,4.50000000e-01,1.59895000e+00
+6.10098560e-04,5.00000000e-01,1.60233000e+00
+6.10098560e-04,5.50000000e-01,1.60081000e+00
+6.10098560e-04,6.00000000e-01,1.60441000e+00
+6.10098560e-04,6.50000000e-01,1.60584000e+00
+6.10098560e-04,7.00000000e-01,1.60543000e+00
+6.10098560e-04,7.50000000e-01,1.60544000e+00
+6.10098560e-04,8.00000000e-01,1.60561000e+00
+6.10098560e-04,8.50000000e-01,1.60546000e+00
+6.10098560e-04,9.00000000e-01,1.60547000e+00
+6.10098560e-04,9.25000000e-01,1.02355000e+00
+6.10098560e-04,9.50000000e-01,1.04655000e+00
+6.10098560e-04,9.70000000e-01,1.06962000e+00
+6.10098560e-04,9.90000000e-01,1.09284000e+00
+6.10098560e-04,9.95000000e-01,1.11623000e+00
+6.10098560e-04,9.99000000e-01,1.16362000e+00
+6.10098560e-04,9.99500000e-01,1.21177000e+00
+6.10098560e-04,9.99900000e-01,1.26071000e+00
+6.10098560e-04,9.99950000e-01,1.31059000e+00
+6.10098560e-04,9.99990000e-01,1.36171000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z8.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z8.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb9a6eaa8c03b072b4f02ccfbdb92d2b1bcd34d9
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z8.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=8
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.76074000e+00
+1.23651674e-04,9.50000000e-01,4.80580000e+00
+1.23651674e-04,9.70000000e-01,4.84814000e+00
+1.23651674e-04,9.90000000e-01,4.88569000e+00
+1.23651674e-04,9.95000000e-01,4.91893000e+00
+1.23651674e-04,9.99000000e-01,4.97513000e+00
+1.23651674e-04,9.99500000e-01,5.01726000e+00
+1.23651674e-04,9.99900000e-01,5.04641000e+00
+1.23651674e-04,9.99950000e-01,5.06355000e+00
+1.23651674e-04,9.99990000e-01,5.07062000e+00
+3.14557468e-04,5.70000000e+01,5.07034000e+00
+3.14557468e-04,1.00000000e-12,5.06369000e+00
+3.14557468e-04,2.50000000e-02,5.05175000e+00
+3.14557468e-04,5.00000000e-02,5.03516000e+00
+3.14557468e-04,7.50000000e-02,5.01441000e+00
+3.14557468e-04,1.00000000e-01,4.99018000e+00
+3.14557468e-04,1.50000000e-01,4.96336000e+00
+3.14557468e-04,2.00000000e-01,4.93632000e+00
+3.14557468e-04,2.50000000e-01,4.91177000e+00
+3.14557468e-04,3.00000000e-01,4.89160000e+00
+3.14557468e-04,3.50000000e-01,4.87719000e+00
+3.14557468e-04,4.00000000e-01,4.87150000e+00
+3.14557468e-04,4.50000000e-01,4.86527000e+00
+3.14557468e-04,5.00000000e-01,4.85901000e+00
+3.14557468e-04,5.50000000e-01,4.85002000e+00
+3.14557468e-04,6.00000000e-01,4.84730000e+00
+3.14557468e-04,6.50000000e-01,4.84520000e+00
+3.14557468e-04,7.00000000e-01,4.84493000e+00
+3.14557468e-04,7.50000000e-01,4.84472000e+00
+3.14557468e-04,8.00000000e-01,4.84469000e+00
+3.14557468e-04,8.50000000e-01,4.84467000e+00
+3.14557468e-04,9.00000000e-01,4.84467000e+00
+3.14557468e-04,9.25000000e-01,5.45668000e+00
+3.14557468e-04,9.50000000e-01,5.50545000e+00
+3.14557468e-04,9.70000000e-01,5.55056000e+00
+3.14557468e-04,9.90000000e-01,5.58922000e+00
+3.14557468e-04,9.95000000e-01,5.62205000e+00
+3.14557468e-04,9.99000000e-01,5.67350000e+00
+3.14557468e-04,9.99500000e-01,5.70471000e+00
+3.14557468e-04,9.99900000e-01,5.71637000e+00
+3.14557468e-04,9.99950000e-01,5.71049000e+00
+3.14557468e-04,9.99990000e-01,5.69096000e+00
+6.10098560e-04,5.70000000e+01,5.66293000e+00
+6.10098560e-04,1.00000000e-12,5.62776000e+00
+6.10098560e-04,2.50000000e-02,5.58626000e+00
+6.10098560e-04,5.00000000e-02,5.53970000e+00
+6.10098560e-04,7.50000000e-02,5.49054000e+00
+6.10098560e-04,1.00000000e-01,5.44096000e+00
+6.10098560e-04,1.50000000e-01,5.39080000e+00
+6.10098560e-04,2.00000000e-01,5.33934000e+00
+6.10098560e-04,2.50000000e-01,5.28650000e+00
+6.10098560e-04,3.00000000e-01,5.23477000e+00
+6.10098560e-04,3.50000000e-01,5.18759000e+00
+6.10098560e-04,4.00000000e-01,5.16602000e+00
+6.10098560e-04,4.50000000e-01,5.14441000e+00
+6.10098560e-04,5.00000000e-01,5.12783000e+00
+6.10098560e-04,5.50000000e-01,5.11521000e+00
+6.10098560e-04,6.00000000e-01,5.11214000e+00
+6.10098560e-04,6.50000000e-01,5.10940000e+00
+6.10098560e-04,7.00000000e-01,5.10907000e+00
+6.10098560e-04,7.50000000e-01,5.10882000e+00
+6.10098560e-04,8.00000000e-01,5.10879000e+00
+6.10098560e-04,8.50000000e-01,5.10878000e+00
+6.10098560e-04,9.00000000e-01,5.10874000e+00
+6.10098560e-04,9.25000000e-01,5.95059000e+00
+6.10098560e-04,9.50000000e-01,6.00794000e+00
+6.10098560e-04,9.70000000e-01,6.05849000e+00
+6.10098560e-04,9.90000000e-01,6.09707000e+00
+6.10098560e-04,9.95000000e-01,6.12512000e+00
+6.10098560e-04,9.99000000e-01,6.15802000e+00
+6.10098560e-04,9.99500000e-01,6.16369000e+00
+6.10098560e-04,9.99900000e-01,6.14990000e+00
+6.10098560e-04,9.99950000e-01,6.12012000e+00
+6.10098560e-04,9.99990000e-01,6.07840000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z80.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z80.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3dc1fe5657c9ccbc980df63ae001a60e18e787d
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z80.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=80
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.52500000e-01
+1.23651674e-04,9.50000000e-01,5.64114000e-01
+1.23651674e-04,9.70000000e-01,5.75960000e-01
+1.23651674e-04,9.90000000e-01,5.88226000e-01
+1.23651674e-04,9.95000000e-01,6.00920000e-01
+1.23651674e-04,9.99000000e-01,6.27490000e-01
+1.23651674e-04,9.99500000e-01,6.55570000e-01
+1.23651674e-04,9.99900000e-01,6.85020000e-01
+1.23651674e-04,9.99950000e-01,7.15880000e-01
+1.23651674e-04,9.99990000e-01,7.48230000e-01
+3.14557468e-04,5.70000000e+01,7.82220000e-01
+3.14557468e-04,1.00000000e-12,8.18190000e-01
+3.14557468e-04,2.50000000e-02,8.56780000e-01
+3.14557468e-04,5.00000000e-02,8.98640000e-01
+3.14557468e-04,7.50000000e-02,9.44100000e-01
+3.14557468e-04,1.00000000e-01,9.92880000e-01
+3.14557468e-04,1.50000000e-01,1.04292000e+00
+3.14557468e-04,2.00000000e-01,1.08897000e+00
+3.14557468e-04,2.50000000e-01,1.12509000e+00
+3.14557468e-04,3.00000000e-01,1.15061000e+00
+3.14557468e-04,3.50000000e-01,1.16930000e+00
+3.14557468e-04,4.00000000e-01,1.17844000e+00
+3.14557468e-04,4.50000000e-01,1.18646000e+00
+3.14557468e-04,5.00000000e-01,1.19069000e+00
+3.14557468e-04,5.50000000e-01,1.19136000e+00
+3.14557468e-04,6.00000000e-01,1.19138000e+00
+3.14557468e-04,6.50000000e-01,1.19199000e+00
+3.14557468e-04,7.00000000e-01,1.19207000e+00
+3.14557468e-04,7.50000000e-01,1.19202000e+00
+3.14557468e-04,8.00000000e-01,1.19201000e+00
+3.14557468e-04,8.50000000e-01,1.19200000e+00
+3.14557468e-04,9.00000000e-01,1.19201000e+00
+3.14557468e-04,9.25000000e-01,7.85770000e-01
+3.14557468e-04,9.50000000e-01,8.02554000e-01
+3.14557468e-04,9.70000000e-01,8.19680000e-01
+3.14557468e-04,9.90000000e-01,8.37417000e-01
+3.14557468e-04,9.95000000e-01,8.55750000e-01
+3.14557468e-04,9.99000000e-01,8.93890000e-01
+3.14557468e-04,9.99500000e-01,9.33530000e-01
+3.14557468e-04,9.99900000e-01,9.74030000e-01
+3.14557468e-04,9.99950000e-01,1.01532000e+00
+3.14557468e-04,9.99990000e-01,1.05764000e+00
+6.10098560e-04,5.70000000e+01,1.10143000e+00
+6.10098560e-04,1.00000000e-12,1.14735000e+00
+6.10098560e-04,2.50000000e-02,1.19644000e+00
+6.10098560e-04,5.00000000e-02,1.24945000e+00
+6.10098560e-04,7.50000000e-02,1.30588000e+00
+6.10098560e-04,1.00000000e-01,1.36452000e+00
+6.10098560e-04,1.50000000e-01,1.42299000e+00
+6.10098560e-04,2.00000000e-01,1.47615000e+00
+6.10098560e-04,2.50000000e-01,1.51806000e+00
+6.10098560e-04,3.00000000e-01,1.54692000e+00
+6.10098560e-04,3.50000000e-01,1.56554000e+00
+6.10098560e-04,4.00000000e-01,1.57389000e+00
+6.10098560e-04,4.50000000e-01,1.58179000e+00
+6.10098560e-04,5.00000000e-01,1.58601000e+00
+6.10098560e-04,5.50000000e-01,1.58376000e+00
+6.10098560e-04,6.00000000e-01,1.58456000e+00
+6.10098560e-04,6.50000000e-01,1.58984000e+00
+6.10098560e-04,7.00000000e-01,1.59057000e+00
+6.10098560e-04,7.50000000e-01,1.59038000e+00
+6.10098560e-04,8.00000000e-01,1.59033000e+00
+6.10098560e-04,8.50000000e-01,1.59027000e+00
+6.10098560e-04,9.00000000e-01,1.59033000e+00
+6.10098560e-04,9.25000000e-01,1.00934000e+00
+6.10098560e-04,9.50000000e-01,1.03213000e+00
+6.10098560e-04,9.70000000e-01,1.05501000e+00
+6.10098560e-04,9.90000000e-01,1.07804000e+00
+6.10098560e-04,9.95000000e-01,1.10125000e+00
+6.10098560e-04,9.99000000e-01,1.14829000e+00
+6.10098560e-04,9.99500000e-01,1.19611000e+00
+6.10098560e-04,9.99900000e-01,1.24472000e+00
+6.10098560e-04,9.99950000e-01,1.29426000e+00
+6.10098560e-04,9.99990000e-01,1.34501000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z81.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z81.csv
new file mode 100644
index 0000000000000000000000000000000000000000..564d4d013a3835cfea0b421e39151f91e5a6d80a
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z81.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=81
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.43460000e-01
+1.23651674e-04,9.50000000e-01,5.54969000e-01
+1.23651674e-04,9.70000000e-01,5.66720000e-01
+1.23651674e-04,9.90000000e-01,5.78906000e-01
+1.23651674e-04,9.95000000e-01,5.91530000e-01
+1.23651674e-04,9.99000000e-01,6.17960000e-01
+1.23651674e-04,9.99500000e-01,6.45880000e-01
+1.23651674e-04,9.99900000e-01,6.75120000e-01
+1.23651674e-04,9.99950000e-01,7.05710000e-01
+1.23651674e-04,9.99990000e-01,7.37740000e-01
+3.14557468e-04,5.70000000e+01,7.71400000e-01
+3.14557468e-04,1.00000000e-12,8.06980000e-01
+3.14557468e-04,2.50000000e-02,8.45060000e-01
+3.14557468e-04,5.00000000e-02,8.86180000e-01
+3.14557468e-04,7.50000000e-02,9.30600000e-01
+3.14557468e-04,1.00000000e-01,9.78030000e-01
+3.14557468e-04,1.50000000e-01,1.02659000e+00
+3.14557468e-04,2.00000000e-01,1.07164000e+00
+3.14557468e-04,2.50000000e-01,1.10781000e+00
+3.14557468e-04,3.00000000e-01,1.13407000e+00
+3.14557468e-04,3.50000000e-01,1.15345000e+00
+3.14557468e-04,4.00000000e-01,1.16279000e+00
+3.14557468e-04,4.50000000e-01,1.17106000e+00
+3.14557468e-04,5.00000000e-01,1.17565000e+00
+3.14557468e-04,5.50000000e-01,1.17735000e+00
+3.14557468e-04,6.00000000e-01,1.17803000e+00
+3.14557468e-04,6.50000000e-01,1.17831000e+00
+3.14557468e-04,7.00000000e-01,1.17826000e+00
+3.14557468e-04,7.50000000e-01,1.17826000e+00
+3.14557468e-04,8.00000000e-01,1.17829000e+00
+3.14557468e-04,8.50000000e-01,1.17826000e+00
+3.14557468e-04,9.00000000e-01,1.17827000e+00
+3.14557468e-04,9.25000000e-01,7.73440000e-01
+3.14557468e-04,9.50000000e-01,7.90922000e-01
+3.14557468e-04,9.70000000e-01,8.08550000e-01
+3.14557468e-04,9.90000000e-01,8.26449000e-01
+3.14557468e-04,9.95000000e-01,8.44650000e-01
+3.14557468e-04,9.99000000e-01,8.81970000e-01
+3.14557468e-04,9.99500000e-01,9.20510000e-01
+3.14557468e-04,9.99900000e-01,9.60340000e-01
+3.14557468e-04,9.99950000e-01,1.00152000e+00
+3.14557468e-04,9.99990000e-01,1.04418000e+00
+6.10098560e-04,5.70000000e+01,1.08858000e+00
+6.10098560e-04,1.00000000e-12,1.13487000e+00
+6.10098560e-04,2.50000000e-02,1.18323000e+00
+6.10098560e-04,5.00000000e-02,1.23405000e+00
+6.10098560e-04,7.50000000e-02,1.28801000e+00
+6.10098560e-04,1.00000000e-01,1.34508000e+00
+6.10098560e-04,1.50000000e-01,1.40286000e+00
+6.10098560e-04,2.00000000e-01,1.45553000e+00
+6.10098560e-04,2.50000000e-01,1.49695000e+00
+6.10098560e-04,3.00000000e-01,1.52773000e+00
+6.10098560e-04,3.50000000e-01,1.54897000e+00
+6.10098560e-04,4.00000000e-01,1.55601000e+00
+6.10098560e-04,4.50000000e-01,1.56396000e+00
+6.10098560e-04,5.00000000e-01,1.56983000e+00
+6.10098560e-04,5.50000000e-01,1.56945000e+00
+6.10098560e-04,6.00000000e-01,1.57339000e+00
+6.10098560e-04,6.50000000e-01,1.57569000e+00
+6.10098560e-04,7.00000000e-01,1.57544000e+00
+6.10098560e-04,7.50000000e-01,1.57537000e+00
+6.10098560e-04,8.00000000e-01,1.57559000e+00
+6.10098560e-04,8.50000000e-01,1.57543000e+00
+6.10098560e-04,9.00000000e-01,1.57549000e+00
+6.10098560e-04,9.25000000e-01,9.95770000e-01
+6.10098560e-04,9.50000000e-01,1.01827000e+00
+6.10098560e-04,9.70000000e-01,1.04087000e+00
+6.10098560e-04,9.90000000e-01,1.06366000e+00
+6.10098560e-04,9.95000000e-01,1.08667000e+00
+6.10098560e-04,9.99000000e-01,1.13341000e+00
+6.10098560e-04,9.99500000e-01,1.18105000e+00
+6.10098560e-04,9.99900000e-01,1.22958000e+00
+6.10098560e-04,9.99950000e-01,1.27906000e+00
+6.10098560e-04,9.99990000e-01,1.32967000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z82.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z82.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e97cb88f1c86269f490a90527964b025586d505d
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z82.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=82
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.34890000e-01
+1.23651674e-04,9.50000000e-01,5.46294000e-01
+1.23651674e-04,9.70000000e-01,5.57940000e-01
+1.23651674e-04,9.90000000e-01,5.70021000e-01
+1.23651674e-04,9.95000000e-01,5.82540000e-01
+1.23651674e-04,9.99000000e-01,6.08770000e-01
+1.23651674e-04,9.99500000e-01,6.36500000e-01
+1.23651674e-04,9.99900000e-01,6.65540000e-01
+1.23651674e-04,9.99950000e-01,6.95920000e-01
+1.23651674e-04,9.99990000e-01,7.27710000e-01
+3.14557468e-04,5.70000000e+01,7.61020000e-01
+3.14557468e-04,1.00000000e-12,7.96140000e-01
+3.14557468e-04,2.50000000e-02,8.33590000e-01
+3.14557468e-04,5.00000000e-02,8.73880000e-01
+3.14557468e-04,7.50000000e-02,9.17260000e-01
+3.14557468e-04,1.00000000e-01,9.63470000e-01
+3.14557468e-04,1.50000000e-01,1.01079000e+00
+3.14557468e-04,2.00000000e-01,1.05493000e+00
+3.14557468e-04,2.50000000e-01,1.09098000e+00
+3.14557468e-04,3.00000000e-01,1.11804000e+00
+3.14557468e-04,3.50000000e-01,1.13830000e+00
+3.14557468e-04,4.00000000e-01,1.14748000e+00
+3.14557468e-04,4.50000000e-01,1.15566000e+00
+3.14557468e-04,5.00000000e-01,1.16072000e+00
+3.14557468e-04,5.50000000e-01,1.16401000e+00
+3.14557468e-04,6.00000000e-01,1.16462000e+00
+3.14557468e-04,6.50000000e-01,1.16504000e+00
+3.14557468e-04,7.00000000e-01,1.16508000e+00
+3.14557468e-04,7.50000000e-01,1.16512000e+00
+3.14557468e-04,8.00000000e-01,1.16512000e+00
+3.14557468e-04,8.50000000e-01,1.16513000e+00
+3.14557468e-04,9.00000000e-01,1.16514000e+00
+3.14557468e-04,9.25000000e-01,7.62510000e-01
+3.14557468e-04,9.50000000e-01,7.79825000e-01
+3.14557468e-04,9.70000000e-01,7.97290000e-01
+3.14557468e-04,9.90000000e-01,8.15032000e-01
+3.14557468e-04,9.95000000e-01,8.33080000e-01
+3.14557468e-04,9.99000000e-01,8.70100000e-01
+3.14557468e-04,9.99500000e-01,9.08360000e-01
+3.14557468e-04,9.99900000e-01,9.47900000e-01
+3.14557468e-04,9.99950000e-01,9.88770000e-01
+3.14557468e-04,9.99990000e-01,1.03109000e+00
+6.10098560e-04,5.70000000e+01,1.07503000e+00
+6.10098560e-04,1.00000000e-12,1.12075000e+00
+6.10098560e-04,2.50000000e-02,1.16839000e+00
+6.10098560e-04,5.00000000e-02,1.21832000e+00
+6.10098560e-04,7.50000000e-02,1.27120000e+00
+6.10098560e-04,1.00000000e-01,1.32704000e+00
+6.10098560e-04,1.50000000e-01,1.38363000e+00
+6.10098560e-04,2.00000000e-01,1.43561000e+00
+6.10098560e-04,2.50000000e-01,1.47731000e+00
+6.10098560e-04,3.00000000e-01,1.50904000e+00
+6.10098560e-04,3.50000000e-01,1.53140000e+00
+6.10098560e-04,4.00000000e-01,1.53894000e+00
+6.10098560e-04,4.50000000e-01,1.54726000e+00
+6.10098560e-04,5.00000000e-01,1.55478000e+00
+6.10098560e-04,5.50000000e-01,1.55944000e+00
+6.10098560e-04,6.00000000e-01,1.56036000e+00
+6.10098560e-04,6.50000000e-01,1.56131000e+00
+6.10098560e-04,7.00000000e-01,1.56143000e+00
+6.10098560e-04,7.50000000e-01,1.56150000e+00
+6.10098560e-04,8.00000000e-01,1.56153000e+00
+6.10098560e-04,8.50000000e-01,1.56151000e+00
+6.10098560e-04,9.00000000e-01,1.56147000e+00
+6.10098560e-04,9.25000000e-01,9.82730000e-01
+6.10098560e-04,9.50000000e-01,1.00502000e+00
+6.10098560e-04,9.70000000e-01,1.02741000e+00
+6.10098560e-04,9.90000000e-01,1.05000000e+00
+6.10098560e-04,9.95000000e-01,1.07282000e+00
+6.10098560e-04,9.99000000e-01,1.11919000e+00
+6.10098560e-04,9.99500000e-01,1.16649000e+00
+6.10098560e-04,9.99900000e-01,1.21468000e+00
+6.10098560e-04,9.99950000e-01,1.26380000e+00
+6.10098560e-04,9.99990000e-01,1.31402000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z83.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z83.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a486364b43a0c3ba4d0415e271963f600dc3fb77
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z83.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=83
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.26470000e-01
+1.23651674e-04,9.50000000e-01,5.37786000e-01
+1.23651674e-04,9.70000000e-01,5.49350000e-01
+1.23651674e-04,9.90000000e-01,5.61363000e-01
+1.23651674e-04,9.95000000e-01,5.73830000e-01
+1.23651674e-04,9.99000000e-01,5.99980000e-01
+1.23651674e-04,9.99500000e-01,6.27590000e-01
+1.23651674e-04,9.99900000e-01,6.56450000e-01
+1.23651674e-04,9.99950000e-01,6.86550000e-01
+1.23651674e-04,9.99990000e-01,7.18010000e-01
+3.14557468e-04,5.70000000e+01,7.50980000e-01
+3.14557468e-04,1.00000000e-12,7.85710000e-01
+3.14557468e-04,2.50000000e-02,8.22650000e-01
+3.14557468e-04,5.00000000e-02,8.62220000e-01
+3.14557468e-04,7.50000000e-02,9.04560000e-01
+3.14557468e-04,1.00000000e-01,9.49330000e-01
+3.14557468e-04,1.50000000e-01,9.95030000e-01
+3.14557468e-04,2.00000000e-01,1.03799000e+00
+3.14557468e-04,2.50000000e-01,1.07399000e+00
+3.14557468e-04,3.00000000e-01,1.10200000e+00
+3.14557468e-04,3.50000000e-01,1.12343000e+00
+3.14557468e-04,4.00000000e-01,1.13285000e+00
+3.14557468e-04,4.50000000e-01,1.14126000e+00
+3.14557468e-04,5.00000000e-01,1.14666000e+00
+3.14557468e-04,5.50000000e-01,1.15070000e+00
+3.14557468e-04,6.00000000e-01,1.15153000e+00
+3.14557468e-04,6.50000000e-01,1.15214000e+00
+3.14557468e-04,7.00000000e-01,1.15221000e+00
+3.14557468e-04,7.50000000e-01,1.15226000e+00
+3.14557468e-04,8.00000000e-01,1.15227000e+00
+3.14557468e-04,8.50000000e-01,1.15228000e+00
+3.14557468e-04,9.00000000e-01,1.15229000e+00
+3.14557468e-04,9.25000000e-01,7.51720000e-01
+3.14557468e-04,9.50000000e-01,7.68935000e-01
+3.14557468e-04,9.70000000e-01,7.86300000e-01
+3.14557468e-04,9.90000000e-01,8.03939000e-01
+3.14557468e-04,9.95000000e-01,8.21880000e-01
+3.14557468e-04,9.99000000e-01,8.58670000e-01
+3.14557468e-04,9.99500000e-01,8.96670000e-01
+3.14557468e-04,9.99900000e-01,9.35910000e-01
+3.14557468e-04,9.99950000e-01,9.76450000e-01
+3.14557468e-04,9.99990000e-01,1.01838000e+00
+6.10098560e-04,5.70000000e+01,1.06189000e+00
+6.10098560e-04,1.00000000e-12,1.10708000e+00
+6.10098560e-04,2.50000000e-02,1.15409000e+00
+6.10098560e-04,5.00000000e-02,1.20322000e+00
+6.10098560e-04,7.50000000e-02,1.25503000e+00
+6.10098560e-04,1.00000000e-01,1.30951000e+00
+6.10098560e-04,1.50000000e-01,1.36465000e+00
+6.10098560e-04,2.00000000e-01,1.41563000e+00
+6.10098560e-04,2.50000000e-01,1.45736000e+00
+6.10098560e-04,3.00000000e-01,1.49009000e+00
+6.10098560e-04,3.50000000e-01,1.51423000e+00
+6.10098560e-04,4.00000000e-01,1.52284000e+00
+6.10098560e-04,4.50000000e-01,1.53196000e+00
+6.10098560e-04,5.00000000e-01,1.53987000e+00
+6.10098560e-04,5.50000000e-01,1.54523000e+00
+6.10098560e-04,6.00000000e-01,1.54634000e+00
+6.10098560e-04,6.50000000e-01,1.54742000e+00
+6.10098560e-04,7.00000000e-01,1.54755000e+00
+6.10098560e-04,7.50000000e-01,1.54764000e+00
+6.10098560e-04,8.00000000e-01,1.54766000e+00
+6.10098560e-04,8.50000000e-01,1.54765000e+00
+6.10098560e-04,9.00000000e-01,1.54761000e+00
+6.10098560e-04,9.25000000e-01,9.69850000e-01
+6.10098560e-04,9.50000000e-01,9.91998000e-01
+6.10098560e-04,9.70000000e-01,1.01425000e+00
+6.10098560e-04,9.90000000e-01,1.03670000e+00
+6.10098560e-04,9.95000000e-01,1.05937000e+00
+6.10098560e-04,9.99000000e-01,1.10543000e+00
+6.10098560e-04,9.99500000e-01,1.15238000e+00
+6.10098560e-04,9.99900000e-01,1.20021000e+00
+6.10098560e-04,9.99950000e-01,1.24895000e+00
+6.10098560e-04,9.99990000e-01,1.29875000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z84.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z84.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de494bbe21401874320ba63f6a98cbd855897960
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z84.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=84
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.18500000e-01
+1.23651674e-04,9.50000000e-01,5.29677000e-01
+1.23651674e-04,9.70000000e-01,5.41120000e-01
+1.23651674e-04,9.90000000e-01,5.53040000e-01
+1.23651674e-04,9.95000000e-01,5.65430000e-01
+1.23651674e-04,9.99000000e-01,5.91440000e-01
+1.23651674e-04,9.99500000e-01,6.18940000e-01
+1.23651674e-04,9.99900000e-01,6.47660000e-01
+1.23651674e-04,9.99950000e-01,6.77590000e-01
+1.23651674e-04,9.99990000e-01,7.08820000e-01
+3.14557468e-04,5.70000000e+01,7.41470000e-01
+3.14557468e-04,1.00000000e-12,7.75770000e-01
+3.14557468e-04,2.50000000e-02,8.12140000e-01
+3.14557468e-04,5.00000000e-02,8.50920000e-01
+3.14557468e-04,7.50000000e-02,8.92180000e-01
+3.14557468e-04,1.00000000e-01,9.35610000e-01
+3.14557468e-04,1.50000000e-01,9.79840000e-01
+3.14557468e-04,2.00000000e-01,1.02173000e+00
+3.14557468e-04,2.50000000e-01,1.05761000e+00
+3.14557468e-04,3.00000000e-01,1.08646000e+00
+3.14557468e-04,3.50000000e-01,1.10888000e+00
+3.14557468e-04,4.00000000e-01,1.11836000e+00
+3.14557468e-04,4.50000000e-01,1.12688000e+00
+3.14557468e-04,5.00000000e-01,1.13266000e+00
+3.14557468e-04,5.50000000e-01,1.13764000e+00
+3.14557468e-04,6.00000000e-01,1.13876000e+00
+3.14557468e-04,6.50000000e-01,1.13962000e+00
+3.14557468e-04,7.00000000e-01,1.13972000e+00
+3.14557468e-04,7.50000000e-01,1.13980000e+00
+3.14557468e-04,8.00000000e-01,1.13982000e+00
+3.14557468e-04,8.50000000e-01,1.13983000e+00
+3.14557468e-04,9.00000000e-01,1.13940000e+00
+3.14557468e-04,9.25000000e-01,7.41530000e-01
+3.14557468e-04,9.50000000e-01,7.58586000e-01
+3.14557468e-04,9.70000000e-01,7.75800000e-01
+3.14557468e-04,9.90000000e-01,7.93301000e-01
+3.14557468e-04,9.95000000e-01,8.11110000e-01
+3.14557468e-04,9.99000000e-01,8.47640000e-01
+3.14557468e-04,9.99500000e-01,8.85400000e-01
+3.14557468e-04,9.99900000e-01,9.24410000e-01
+3.14557468e-04,9.99950000e-01,9.64690000e-01
+3.14557468e-04,9.99990000e-01,1.00630000e+00
+6.10098560e-04,5.70000000e+01,1.04938000e+00
+6.10098560e-04,1.00000000e-12,1.09400000e+00
+6.10098560e-04,2.50000000e-02,1.14026000e+00
+6.10098560e-04,5.00000000e-02,1.18844000e+00
+6.10098560e-04,7.50000000e-02,1.23909000e+00
+6.10098560e-04,1.00000000e-01,1.29223000e+00
+6.10098560e-04,1.50000000e-01,1.34601000e+00
+6.10098560e-04,2.00000000e-01,1.39614000e+00
+6.10098560e-04,2.50000000e-01,1.43798000e+00
+6.10098560e-04,3.00000000e-01,1.47164000e+00
+6.10098560e-04,3.50000000e-01,1.49724000e+00
+6.10098560e-04,4.00000000e-01,1.50671000e+00
+6.10098560e-04,4.50000000e-01,1.51655000e+00
+6.10098560e-04,5.00000000e-01,1.52498000e+00
+6.10098560e-04,5.50000000e-01,1.53154000e+00
+6.10098560e-04,6.00000000e-01,1.53302000e+00
+6.10098560e-04,6.50000000e-01,1.53439000e+00
+6.10098560e-04,7.00000000e-01,1.53451000e+00
+6.10098560e-04,7.50000000e-01,1.53459000e+00
+6.10098560e-04,8.00000000e-01,1.53469000e+00
+6.10098560e-04,8.50000000e-01,1.53467000e+00
+6.10098560e-04,9.00000000e-01,1.52698000e+00
+6.10098560e-04,9.25000000e-01,9.57670000e-01
+6.10098560e-04,9.50000000e-01,9.79609000e-01
+6.10098560e-04,9.70000000e-01,1.00166000e+00
+6.10098560e-04,9.90000000e-01,1.02392000e+00
+6.10098560e-04,9.95000000e-01,1.04642000e+00
+6.10098560e-04,9.99000000e-01,1.09216000e+00
+6.10098560e-04,9.99500000e-01,1.13881000e+00
+6.10098560e-04,9.99900000e-01,1.18635000e+00
+6.10098560e-04,9.99950000e-01,1.23478000e+00
+6.10098560e-04,9.99990000e-01,1.28422000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z85.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z85.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cd874849c1d6a36b725c9ba048d437d05030839
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z85.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=85
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.10770000e-01
+1.23651674e-04,9.50000000e-01,5.21924000e-01
+1.23651674e-04,9.70000000e-01,5.33330000e-01
+1.23651674e-04,9.90000000e-01,5.45189000e-01
+1.23651674e-04,9.95000000e-01,5.57500000e-01
+1.23651674e-04,9.99000000e-01,5.83320000e-01
+1.23651674e-04,9.99500000e-01,6.10610000e-01
+1.23651674e-04,9.99900000e-01,6.39140000e-01
+1.23651674e-04,9.99950000e-01,6.68900000e-01
+1.23651674e-04,9.99990000e-01,6.99920000e-01
+3.14557468e-04,5.70000000e+01,7.32280000e-01
+3.14557468e-04,1.00000000e-12,7.66150000e-01
+3.14557468e-04,2.50000000e-02,8.01940000e-01
+3.14557468e-04,5.00000000e-02,8.39950000e-01
+3.14557468e-04,7.50000000e-02,8.80160000e-01
+3.14557468e-04,1.00000000e-01,9.22190000e-01
+3.14557468e-04,1.50000000e-01,9.64890000e-01
+3.14557468e-04,2.00000000e-01,1.00567000e+00
+3.14557468e-04,2.50000000e-01,1.04149000e+00
+3.14557468e-04,3.00000000e-01,1.07140000e+00
+3.14557468e-04,3.50000000e-01,1.09490000e+00
+3.14557468e-04,4.00000000e-01,1.10426000e+00
+3.14557468e-04,4.50000000e-01,1.11272000e+00
+3.14557468e-04,5.00000000e-01,1.11884000e+00
+3.14557468e-04,5.50000000e-01,1.12502000e+00
+3.14557468e-04,6.00000000e-01,1.12651000e+00
+3.14557468e-04,6.50000000e-01,1.12769000e+00
+3.14557468e-04,7.00000000e-01,1.12784000e+00
+3.14557468e-04,7.50000000e-01,1.12795000e+00
+3.14557468e-04,8.00000000e-01,1.12797000e+00
+3.14557468e-04,8.50000000e-01,1.12798000e+00
+3.14557468e-04,9.00000000e-01,1.12765000e+00
+3.14557468e-04,9.25000000e-01,7.31550000e-01
+3.14557468e-04,9.50000000e-01,7.48502000e-01
+3.14557468e-04,9.70000000e-01,7.65610000e-01
+3.14557468e-04,9.90000000e-01,7.83001000e-01
+3.14557468e-04,9.95000000e-01,8.00700000e-01
+3.14557468e-04,9.99000000e-01,8.37010000e-01
+3.14557468e-04,9.99500000e-01,8.74530000e-01
+3.14557468e-04,9.99900000e-01,9.13280000e-01
+3.14557468e-04,9.99950000e-01,9.53270000e-01
+3.14557468e-04,9.99990000e-01,9.94520000e-01
+6.10098560e-04,5.70000000e+01,1.03715000e+00
+6.10098560e-04,1.00000000e-12,1.08119000e+00
+6.10098560e-04,2.50000000e-02,1.12673000e+00
+6.10098560e-04,5.00000000e-02,1.17400000e+00
+6.10098560e-04,7.50000000e-02,1.22351000e+00
+6.10098560e-04,1.00000000e-01,1.27530000e+00
+6.10098560e-04,1.50000000e-01,1.32773000e+00
+6.10098560e-04,2.00000000e-01,1.37702000e+00
+6.10098560e-04,2.50000000e-01,1.41905000e+00
+6.10098560e-04,3.00000000e-01,1.45373000e+00
+6.10098560e-04,3.50000000e-01,1.48078000e+00
+6.10098560e-04,4.00000000e-01,1.49103000e+00
+6.10098560e-04,4.50000000e-01,1.50148000e+00
+6.10098560e-04,5.00000000e-01,1.51032000e+00
+6.10098560e-04,5.50000000e-01,1.51802000e+00
+6.10098560e-04,6.00000000e-01,1.51986000e+00
+6.10098560e-04,6.50000000e-01,1.52148000e+00
+6.10098560e-04,7.00000000e-01,1.52162000e+00
+6.10098560e-04,7.50000000e-01,1.52173000e+00
+6.10098560e-04,8.00000000e-01,1.52182000e+00
+6.10098560e-04,8.50000000e-01,1.52191000e+00
+6.10098560e-04,9.00000000e-01,1.51318000e+00
+6.10098560e-04,9.25000000e-01,9.45630000e-01
+6.10098560e-04,9.50000000e-01,9.67434000e-01
+6.10098560e-04,9.70000000e-01,9.89350000e-01
+6.10098560e-04,9.90000000e-01,1.01147000e+00
+6.10098560e-04,9.95000000e-01,1.03383000e+00
+6.10098560e-04,9.99000000e-01,1.07928000e+00
+6.10098560e-04,9.99500000e-01,1.12565000e+00
+6.10098560e-04,9.99900000e-01,1.17287000e+00
+6.10098560e-04,9.99950000e-01,1.22094000e+00
+6.10098560e-04,9.99990000e-01,1.26995000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z86.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z86.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03c128a6391b8637e10f246a5881540f8e697d52
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z86.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=86
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,5.03260000e-01
+1.23651674e-04,9.50000000e-01,5.14390000e-01
+1.23651674e-04,9.70000000e-01,5.25760000e-01
+1.23651674e-04,9.90000000e-01,5.37563000e-01
+1.23651674e-04,9.95000000e-01,5.49800000e-01
+1.23651674e-04,9.99000000e-01,5.75440000e-01
+1.23651674e-04,9.99500000e-01,6.02540000e-01
+1.23651674e-04,9.99900000e-01,6.30890000e-01
+1.23651674e-04,9.99950000e-01,6.60480000e-01
+1.23651674e-04,9.99990000e-01,6.91300000e-01
+3.14557468e-04,5.70000000e+01,7.23380000e-01
+3.14557468e-04,1.00000000e-12,7.56860000e-01
+3.14557468e-04,2.50000000e-02,7.92060000e-01
+3.14557468e-04,5.00000000e-02,8.29240000e-01
+3.14557468e-04,7.50000000e-02,8.68350000e-01
+3.14557468e-04,1.00000000e-01,9.09050000e-01
+3.14557468e-04,1.50000000e-01,9.50370000e-01
+3.14557468e-04,2.00000000e-01,9.90190000e-01
+3.14557468e-04,2.50000000e-01,1.02595000e+00
+3.14557468e-04,3.00000000e-01,1.05653000e+00
+3.14557468e-04,3.50000000e-01,1.08085000e+00
+3.14557468e-04,4.00000000e-01,1.09044000e+00
+3.14557468e-04,4.50000000e-01,1.09921000e+00
+3.14557468e-04,5.00000000e-01,1.10579000e+00
+3.14557468e-04,5.50000000e-01,1.11278000e+00
+3.14557468e-04,6.00000000e-01,1.11451000e+00
+3.14557468e-04,6.50000000e-01,1.11589000e+00
+3.14557468e-04,7.00000000e-01,1.11607000e+00
+3.14557468e-04,7.50000000e-01,1.11621000e+00
+3.14557468e-04,8.00000000e-01,1.11623000e+00
+3.14557468e-04,8.50000000e-01,1.11624000e+00
+3.14557468e-04,9.00000000e-01,1.11602000e+00
+3.14557468e-04,9.25000000e-01,7.22020000e-01
+3.14557468e-04,9.50000000e-01,7.38873000e-01
+3.14557468e-04,9.70000000e-01,7.55880000e-01
+3.14557468e-04,9.90000000e-01,7.73168000e-01
+3.14557468e-04,9.95000000e-01,7.90760000e-01
+3.14557468e-04,9.99000000e-01,8.26850000e-01
+3.14557468e-04,9.99500000e-01,8.64150000e-01
+3.14557468e-04,9.99900000e-01,9.02630000e-01
+3.14557468e-04,9.99950000e-01,9.42310000e-01
+3.14557468e-04,9.99990000e-01,9.83190000e-01
+6.10098560e-04,5.70000000e+01,1.02535000e+00
+6.10098560e-04,1.00000000e-12,1.06880000e+00
+6.10098560e-04,2.50000000e-02,1.11360000e+00
+6.10098560e-04,5.00000000e-02,1.15995000e+00
+6.10098560e-04,7.50000000e-02,1.20831000e+00
+6.10098560e-04,1.00000000e-01,1.25876000e+00
+6.10098560e-04,1.50000000e-01,1.30984000e+00
+6.10098560e-04,2.00000000e-01,1.35826000e+00
+6.10098560e-04,2.50000000e-01,1.40042000e+00
+6.10098560e-04,3.00000000e-01,1.43605000e+00
+6.10098560e-04,3.50000000e-01,1.46458000e+00
+6.10098560e-04,4.00000000e-01,1.47575000e+00
+6.10098560e-04,4.50000000e-01,1.48705000e+00
+6.10098560e-04,5.00000000e-01,1.49652000e+00
+6.10098560e-04,5.50000000e-01,1.50520000e+00
+6.10098560e-04,6.00000000e-01,1.50732000e+00
+6.10098560e-04,6.50000000e-01,1.50914000e+00
+6.10098560e-04,7.00000000e-01,1.50931000e+00
+6.10098560e-04,7.50000000e-01,1.50944000e+00
+6.10098560e-04,8.00000000e-01,1.50955000e+00
+6.10098560e-04,8.50000000e-01,1.50964000e+00
+6.10098560e-04,9.00000000e-01,1.50037000e+00
+6.10098560e-04,9.25000000e-01,9.34190000e-01
+6.10098560e-04,9.50000000e-01,9.55864000e-01
+6.10098560e-04,9.70000000e-01,9.77650000e-01
+6.10098560e-04,9.90000000e-01,9.99643000e-01
+6.10098560e-04,9.95000000e-01,1.02187000e+00
+6.10098560e-04,9.99000000e-01,1.06704000e+00
+6.10098560e-04,9.99500000e-01,1.11309000e+00
+6.10098560e-04,9.99900000e-01,1.15998000e+00
+6.10098560e-04,9.99950000e-01,1.20767000e+00
+6.10098560e-04,9.99990000e-01,1.25624000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z87.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z87.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d5813dc2c3a6170cb4db4e8cc848d8b26841c3a
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z87.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=87
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
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+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.95970000e-01
+1.23651674e-04,9.50000000e-01,5.06976000e-01
+1.23651674e-04,9.70000000e-01,5.18240000e-01
+1.23651674e-04,9.90000000e-01,5.29969000e-01
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+1.23651674e-04,9.99900000e-01,6.23060000e-01
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+3.14557468e-04,5.70000000e+01,7.14700000e-01
+3.14557468e-04,1.00000000e-12,7.47770000e-01
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+3.14557468e-04,3.50000000e-01,1.06698000e+00
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+6.10098560e-04,7.50000000e-02,1.19352000e+00
+6.10098560e-04,1.00000000e-01,1.24256000e+00
+6.10098560e-04,1.50000000e-01,1.29220000e+00
+6.10098560e-04,2.00000000e-01,1.33965000e+00
+6.10098560e-04,2.50000000e-01,1.38184000e+00
+6.10098560e-04,3.00000000e-01,1.41842000e+00
+6.10098560e-04,3.50000000e-01,1.44859000e+00
+6.10098560e-04,4.00000000e-01,1.46073000e+00
+6.10098560e-04,4.50000000e-01,1.47275000e+00
+6.10098560e-04,5.00000000e-01,1.48266000e+00
+6.10098560e-04,5.50000000e-01,1.49264000e+00
+6.10098560e-04,6.00000000e-01,1.49516000e+00
+6.10098560e-04,6.50000000e-01,1.49721000e+00
+6.10098560e-04,7.00000000e-01,1.49748000e+00
+6.10098560e-04,7.50000000e-01,1.49771000e+00
+6.10098560e-04,8.00000000e-01,1.49769000e+00
+6.10098560e-04,8.50000000e-01,1.49767000e+00
+6.10098560e-04,9.00000000e-01,1.50146000e+00
+6.10098560e-04,9.25000000e-01,9.22840000e-01
+6.10098560e-04,9.50000000e-01,9.44380000e-01
+6.10098560e-04,9.70000000e-01,9.66030000e-01
+6.10098560e-04,9.90000000e-01,9.87883000e-01
+6.10098560e-04,9.95000000e-01,1.00997000e+00
+6.10098560e-04,9.99000000e-01,1.05487000e+00
+6.10098560e-04,9.99500000e-01,1.10067000e+00
+6.10098560e-04,9.99900000e-01,1.14728000e+00
+6.10098560e-04,9.99950000e-01,1.19468000e+00
+6.10098560e-04,9.99990000e-01,1.24288000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z88.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z88.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5254c54d4e05293f7d401082218ed0ad6d0174a3
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z88.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=88
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.88870000e-01
+1.23651674e-04,9.50000000e-01,4.99856000e-01
+1.23651674e-04,9.70000000e-01,5.11090000e-01
+1.23651674e-04,9.90000000e-01,5.22768000e-01
+1.23651674e-04,9.95000000e-01,5.34890000e-01
+1.23651674e-04,9.99000000e-01,5.60320000e-01
+1.23651674e-04,9.99500000e-01,5.87230000e-01
+1.23651674e-04,9.99900000e-01,6.15370000e-01
+1.23651674e-04,9.99950000e-01,6.44680000e-01
+1.23651674e-04,9.99990000e-01,6.75070000e-01
+3.14557468e-04,5.70000000e+01,7.06480000e-01
+3.14557468e-04,1.00000000e-12,7.39030000e-01
+3.14557468e-04,2.50000000e-02,7.73060000e-01
+3.14557468e-04,5.00000000e-02,8.08780000e-01
+3.14557468e-04,7.50000000e-02,8.45910000e-01
+3.14557468e-04,1.00000000e-01,8.83980000e-01
+3.14557468e-04,1.50000000e-01,9.22330000e-01
+3.14557468e-04,2.00000000e-01,9.59860000e-01
+3.14557468e-04,2.50000000e-01,9.95200000e-01
+3.14557468e-04,3.00000000e-01,1.02738000e+00
+3.14557468e-04,3.50000000e-01,1.05382000e+00
+3.14557468e-04,4.00000000e-01,1.06359000e+00
+3.14557468e-04,4.50000000e-01,1.07264000e+00
+3.14557468e-04,5.00000000e-01,1.08003000e+00
+3.14557468e-04,5.50000000e-01,1.08898000e+00
+3.14557468e-04,6.00000000e-01,1.09138000e+00
+3.14557468e-04,6.50000000e-01,1.09339000e+00
+3.14557468e-04,7.00000000e-01,1.09358000e+00
+3.14557468e-04,7.50000000e-01,1.09367000e+00
+3.14557468e-04,8.00000000e-01,1.09371000e+00
+3.14557468e-04,8.50000000e-01,1.09370000e+00
+3.14557468e-04,9.00000000e-01,1.09388000e+00
+3.14557468e-04,9.25000000e-01,7.03840000e-01
+3.14557468e-04,9.50000000e-01,7.20339000e-01
+3.14557468e-04,9.70000000e-01,7.37010000e-01
+3.14557468e-04,9.90000000e-01,7.53995000e-01
+3.14557468e-04,9.95000000e-01,7.71320000e-01
+3.14557468e-04,9.99000000e-01,8.06980000e-01
+3.14557468e-04,9.99500000e-01,8.43960000e-01
+3.14557468e-04,9.99900000e-01,8.82200000e-01
+3.14557468e-04,9.99950000e-01,9.21640000e-01
+3.14557468e-04,9.99990000e-01,9.62160000e-01
+6.10098560e-04,5.70000000e+01,1.00365000e+00
+6.10098560e-04,1.00000000e-12,1.04604000e+00
+6.10098560e-04,2.50000000e-02,1.08931000e+00
+6.10098560e-04,5.00000000e-02,1.13359000e+00
+6.10098560e-04,7.50000000e-02,1.17934000e+00
+6.10098560e-04,1.00000000e-01,1.22671000e+00
+6.10098560e-04,1.50000000e-01,1.27472000e+00
+6.10098560e-04,2.00000000e-01,1.32121000e+00
+6.10098560e-04,2.50000000e-01,1.36370000e+00
+6.10098560e-04,3.00000000e-01,1.40146000e+00
+6.10098560e-04,3.50000000e-01,1.43313000e+00
+6.10098560e-04,4.00000000e-01,1.44609000e+00
+6.10098560e-04,4.50000000e-01,1.45889000e+00
+6.10098560e-04,5.00000000e-01,1.46935000e+00
+6.10098560e-04,5.50000000e-01,1.48022000e+00
+6.10098560e-04,6.00000000e-01,1.48376000e+00
+6.10098560e-04,6.50000000e-01,1.48764000e+00
+6.10098560e-04,7.00000000e-01,1.48705000e+00
+6.10098560e-04,7.50000000e-01,1.48581000e+00
+6.10098560e-04,8.00000000e-01,1.48639000e+00
+6.10098560e-04,8.50000000e-01,1.48578000e+00
+6.10098560e-04,9.00000000e-01,1.49005000e+00
+6.10098560e-04,9.25000000e-01,9.12330000e-01
+6.10098560e-04,9.50000000e-01,9.33550000e-01
+6.10098560e-04,9.70000000e-01,9.54900000e-01
+6.10098560e-04,9.90000000e-01,9.76492000e-01
+6.10098560e-04,9.95000000e-01,9.98360000e-01
+6.10098560e-04,9.99000000e-01,1.04294000e+00
+6.10098560e-04,9.99500000e-01,1.08855000e+00
+6.10098560e-04,9.99900000e-01,1.13508000e+00
+6.10098560e-04,9.99950000e-01,1.18243000e+00
+6.10098560e-04,9.99990000e-01,1.23055000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z89.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z89.csv
new file mode 100644
index 0000000000000000000000000000000000000000..073dbee06241ff13be3755df6d87f6f28c0348c9
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z89.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=89
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
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+1.23651674e-04,6.00000000e-01,7.60090000e+00
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+6.10098560e-04,9.70000000e-01,9.44060000e-01
+6.10098560e-04,9.90000000e-01,9.65538000e-01
+6.10098560e-04,9.95000000e-01,9.87290000e-01
+6.10098560e-04,9.99000000e-01,1.03161000e+00
+6.10098560e-04,9.99500000e-01,1.07693000e+00
+6.10098560e-04,9.99900000e-01,1.12315000e+00
+6.10098560e-04,9.99950000e-01,1.17015000e+00
+6.10098560e-04,9.99990000e-01,1.21786000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z9.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z9.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8214694db1456b33b73ec4235a33911e178deb62
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z9.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=9
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.50183000e+00
+1.23651674e-04,9.50000000e-01,4.54506000e+00
+1.23651674e-04,9.70000000e-01,4.58604000e+00
+1.23651674e-04,9.90000000e-01,4.62305000e+00
+1.23651674e-04,9.95000000e-01,4.65645000e+00
+1.23651674e-04,9.99000000e-01,4.71437000e+00
+1.23651674e-04,9.99500000e-01,4.75949000e+00
+1.23651674e-04,9.99900000e-01,4.79202000e+00
+1.23651674e-04,9.99950000e-01,4.81299000e+00
+1.23651674e-04,9.99990000e-01,4.82470000e+00
+3.14557468e-04,5.70000000e+01,4.83023000e+00
+3.14557468e-04,1.00000000e-12,4.83033000e+00
+3.14557468e-04,2.50000000e-02,4.82536000e+00
+3.14557468e-04,5.00000000e-02,4.81592000e+00
+3.14557468e-04,7.50000000e-02,4.80371000e+00
+3.14557468e-04,1.00000000e-01,4.79018000e+00
+3.14557468e-04,1.50000000e-01,4.77523000e+00
+3.14557468e-04,2.00000000e-01,4.75863000e+00
+3.14557468e-04,2.50000000e-01,4.74094000e+00
+3.14557468e-04,3.00000000e-01,4.72542000e+00
+3.14557468e-04,3.50000000e-01,4.71601000e+00
+3.14557468e-04,4.00000000e-01,4.71330000e+00
+3.14557468e-04,4.50000000e-01,4.70916000e+00
+3.14557468e-04,5.00000000e-01,4.70376000e+00
+3.14557468e-04,5.50000000e-01,4.69714000e+00
+3.14557468e-04,6.00000000e-01,4.69517000e+00
+3.14557468e-04,6.50000000e-01,4.69344000e+00
+3.14557468e-04,7.00000000e-01,4.69321000e+00
+3.14557468e-04,7.50000000e-01,4.69304000e+00
+3.14557468e-04,8.00000000e-01,4.69302000e+00
+3.14557468e-04,8.50000000e-01,4.69303000e+00
+3.14557468e-04,9.00000000e-01,4.69302000e+00
+3.14557468e-04,9.25000000e-01,5.20065000e+00
+3.14557468e-04,9.50000000e-01,5.24835000e+00
+3.14557468e-04,9.70000000e-01,5.29275000e+00
+3.14557468e-04,9.90000000e-01,5.33132000e+00
+3.14557468e-04,9.95000000e-01,5.36461000e+00
+3.14557468e-04,9.99000000e-01,5.41830000e+00
+3.14557468e-04,9.99500000e-01,5.45360000e+00
+3.14557468e-04,9.99900000e-01,5.47108000e+00
+3.14557468e-04,9.99950000e-01,5.47253000e+00
+3.14557468e-04,9.99990000e-01,5.46148000e+00
+6.10098560e-04,5.70000000e+01,5.44262000e+00
+6.10098560e-04,1.00000000e-12,5.41718000e+00
+6.10098560e-04,2.50000000e-02,5.38586000e+00
+6.10098560e-04,5.00000000e-02,5.34978000e+00
+6.10098560e-04,7.50000000e-02,5.31123000e+00
+6.10098560e-04,1.00000000e-01,5.27210000e+00
+6.10098560e-04,1.50000000e-01,5.23200000e+00
+6.10098560e-04,2.00000000e-01,5.18980000e+00
+6.10098560e-04,2.50000000e-01,5.14511000e+00
+6.10098560e-04,3.00000000e-01,5.10091000e+00
+6.10098560e-04,3.50000000e-01,5.06127000e+00
+6.10098560e-04,4.00000000e-01,5.04360000e+00
+6.10098560e-04,4.50000000e-01,5.02620000e+00
+6.10098560e-04,5.00000000e-01,5.01289000e+00
+6.10098560e-04,5.50000000e-01,5.00176000e+00
+6.10098560e-04,6.00000000e-01,4.99898000e+00
+6.10098560e-04,6.50000000e-01,4.99657000e+00
+6.10098560e-04,7.00000000e-01,4.99628000e+00
+6.10098560e-04,7.50000000e-01,4.99606000e+00
+6.10098560e-04,8.00000000e-01,4.99603000e+00
+6.10098560e-04,8.50000000e-01,4.99601000e+00
+6.10098560e-04,9.00000000e-01,4.99595000e+00
+6.10098560e-04,9.25000000e-01,5.70010000e+00
+6.10098560e-04,9.50000000e-01,5.75607000e+00
+6.10098560e-04,9.70000000e-01,5.80600000e+00
+6.10098560e-04,9.90000000e-01,5.84530000e+00
+6.10098560e-04,9.95000000e-01,5.87522000e+00
+6.10098560e-04,9.99000000e-01,5.91415000e+00
+6.10098560e-04,9.99500000e-01,5.92809000e+00
+6.10098560e-04,9.99900000e-01,5.92360000e+00
+6.10098560e-04,9.99950000e-01,5.90385000e+00
+6.10098560e-04,9.99990000e-01,5.87287000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z90.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z90.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81c24627432796b1ced0c01cee06280fcf8b62c3
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z90.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=90
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.73360000e-01
+1.23651674e-04,9.50000000e-01,4.84950000e-01
+1.23651674e-04,9.70000000e-01,4.96690000e-01
+1.23651674e-04,9.90000000e-01,5.08702000e-01
+1.23651674e-04,9.95000000e-01,5.21000000e-01
+1.23651674e-04,9.99000000e-01,5.46430000e-01
+1.23651674e-04,9.99500000e-01,5.72990000e-01
+1.23651674e-04,9.99900000e-01,6.00680000e-01
+1.23651674e-04,9.99950000e-01,6.29500000e-01
+1.23651674e-04,9.99990000e-01,6.59430000e-01
+3.14557468e-04,5.70000000e+01,6.90430000e-01
+3.14557468e-04,1.00000000e-12,7.22440000e-01
+3.14557468e-04,2.50000000e-02,7.55390000e-01
+3.14557468e-04,5.00000000e-02,7.89230000e-01
+3.14557468e-04,7.50000000e-02,8.23980000e-01
+3.14557468e-04,1.00000000e-01,8.59530000e-01
+3.14557468e-04,1.50000000e-01,8.95450000e-01
+3.14557468e-04,2.00000000e-01,9.31080000e-01
+3.14557468e-04,2.50000000e-01,9.65550000e-01
+3.14557468e-04,3.00000000e-01,9.98130000e-01
+3.14557468e-04,3.50000000e-01,1.02705000e+00
+3.14557468e-04,4.00000000e-01,1.03898000e+00
+3.14557468e-04,4.50000000e-01,1.04912000e+00
+3.14557468e-04,5.00000000e-01,1.05596000e+00
+3.14557468e-04,5.50000000e-01,1.06510000e+00
+3.14557468e-04,6.00000000e-01,1.06861000e+00
+3.14557468e-04,6.50000000e-01,1.07214000e+00
+3.14557468e-04,7.00000000e-01,1.07248000e+00
+3.14557468e-04,7.50000000e-01,1.07246000e+00
+3.14557468e-04,8.00000000e-01,1.07246000e+00
+3.14557468e-04,8.50000000e-01,1.07241000e+00
+3.14557468e-04,9.00000000e-01,1.07242000e+00
+3.14557468e-04,9.25000000e-01,6.93180000e-01
+3.14557468e-04,9.50000000e-01,7.08732000e-01
+3.14557468e-04,9.70000000e-01,7.24460000e-01
+3.14557468e-04,9.90000000e-01,7.40509000e-01
+3.14557468e-04,9.95000000e-01,7.56900000e-01
+3.14557468e-04,9.99000000e-01,7.90700000e-01
+3.14557468e-04,9.99500000e-01,8.25890000e-01
+3.14557468e-04,9.99900000e-01,8.62450000e-01
+3.14557468e-04,9.99950000e-01,9.00360000e-01
+3.14557468e-04,9.99990000e-01,9.39580000e-01
+6.10098560e-04,5.70000000e+01,9.80050000e-01
+6.10098560e-04,1.00000000e-12,1.02168000e+00
+6.10098560e-04,2.50000000e-02,1.06434000e+00
+6.10098560e-04,5.00000000e-02,1.10790000e+00
+6.10098560e-04,7.50000000e-02,1.15230000e+00
+6.10098560e-04,1.00000000e-01,1.19730000e+00
+6.10098560e-04,1.50000000e-01,1.24228000e+00
+6.10098560e-04,2.00000000e-01,1.28633000e+00
+6.10098560e-04,2.50000000e-01,1.32834000e+00
+6.10098560e-04,3.00000000e-01,1.36761000e+00
+6.10098560e-04,3.50000000e-01,1.40232000e+00
+6.10098560e-04,4.00000000e-01,1.41682000e+00
+6.10098560e-04,4.50000000e-01,1.42973000e+00
+6.10098560e-04,5.00000000e-01,1.43946000e+00
+6.10098560e-04,5.50000000e-01,1.45436000e+00
+6.10098560e-04,6.00000000e-01,1.46065000e+00
+6.10098560e-04,6.50000000e-01,1.46707000e+00
+6.10098560e-04,7.00000000e-01,1.46774000e+00
+6.10098560e-04,7.50000000e-01,1.46776000e+00
+6.10098560e-04,8.00000000e-01,1.46769000e+00
+6.10098560e-04,8.50000000e-01,1.46756000e+00
+6.10098560e-04,9.00000000e-01,1.46817000e+00
+6.10098560e-04,9.25000000e-01,9.01990000e-01
+6.10098560e-04,9.50000000e-01,9.21418000e-01
+6.10098560e-04,9.70000000e-01,9.41020000e-01
+6.10098560e-04,9.90000000e-01,9.60942000e-01
+6.10098560e-04,9.95000000e-01,9.81220000e-01
+6.10098560e-04,9.99000000e-01,1.02286000e+00
+6.10098560e-04,9.99500000e-01,1.06592000e+00
+6.10098560e-04,9.99900000e-01,1.11034000e+00
+6.10098560e-04,9.99950000e-01,1.15605000e+00
+6.10098560e-04,9.99990000e-01,1.20294000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z91.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z91.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9ea5d6b17450227f07c3d509ba3312cefc830a6
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z91.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=91
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.66800000e-01
+1.23651674e-04,9.50000000e-01,4.78401000e-01
+1.23651674e-04,9.70000000e-01,4.90150000e-01
+1.23651674e-04,9.90000000e-01,5.02166000e-01
+1.23651674e-04,9.95000000e-01,5.14460000e-01
+1.23651674e-04,9.99000000e-01,5.39840000e-01
+1.23651674e-04,9.99500000e-01,5.66300000e-01
+1.23651674e-04,9.99900000e-01,5.93840000e-01
+1.23651674e-04,9.99950000e-01,6.22420000e-01
+1.23651674e-04,9.99990000e-01,6.52020000e-01
+3.14557468e-04,5.70000000e+01,6.82600000e-01
+3.14557468e-04,1.00000000e-12,7.14060000e-01
+3.14557468e-04,2.50000000e-02,7.46350000e-01
+3.14557468e-04,5.00000000e-02,7.79440000e-01
+3.14557468e-04,7.50000000e-02,8.13370000e-01
+3.14557468e-04,1.00000000e-01,8.48110000e-01
+3.14557468e-04,1.50000000e-01,8.83240000e-01
+3.14557468e-04,2.00000000e-01,9.18160000e-01
+3.14557468e-04,2.50000000e-01,9.52090000e-01
+3.14557468e-04,3.00000000e-01,9.84460000e-01
+3.14557468e-04,3.50000000e-01,1.01375000e+00
+3.14557468e-04,4.00000000e-01,1.02619000e+00
+3.14557468e-04,4.50000000e-01,1.03700000e+00
+3.14557468e-04,5.00000000e-01,1.04449000e+00
+3.14557468e-04,5.50000000e-01,1.05422000e+00
+3.14557468e-04,6.00000000e-01,1.05783000e+00
+3.14557468e-04,6.50000000e-01,1.06161000e+00
+3.14557468e-04,7.00000000e-01,1.06200000e+00
+3.14557468e-04,7.50000000e-01,1.06199000e+00
+3.14557468e-04,8.00000000e-01,1.06199000e+00
+3.14557468e-04,8.50000000e-01,1.06197000e+00
+3.14557468e-04,9.00000000e-01,1.06198000e+00
+3.14557468e-04,9.25000000e-01,6.87210000e-01
+3.14557468e-04,9.50000000e-01,7.01651000e-01
+3.14557468e-04,9.70000000e-01,7.16350000e-01
+3.14557468e-04,9.90000000e-01,7.31519000e-01
+3.14557468e-04,9.95000000e-01,7.47180000e-01
+3.14557468e-04,9.99000000e-01,7.79940000e-01
+3.14557468e-04,9.99500000e-01,8.14680000e-01
+3.14557468e-04,9.99900000e-01,8.51360000e-01
+3.14557468e-04,9.99950000e-01,8.89850000e-01
+3.14557468e-04,9.99990000e-01,9.29850000e-01
+6.10098560e-04,5.70000000e+01,9.70920000e-01
+6.10098560e-04,1.00000000e-12,1.01277000e+00
+6.10098560e-04,2.50000000e-02,1.05510000e+00
+6.10098560e-04,5.00000000e-02,1.09761000e+00
+6.10098560e-04,7.50000000e-02,1.13995000e+00
+6.10098560e-04,1.00000000e-01,1.18192000e+00
+6.10098560e-04,1.50000000e-01,1.22382000e+00
+6.10098560e-04,2.00000000e-01,1.26710000e+00
+6.10098560e-04,2.50000000e-01,1.31255000e+00
+6.10098560e-04,3.00000000e-01,1.35636000e+00
+6.10098560e-04,3.50000000e-01,1.39099000e+00
+6.10098560e-04,4.00000000e-01,1.40298000e+00
+6.10098560e-04,4.50000000e-01,1.41473000e+00
+6.10098560e-04,5.00000000e-01,1.42628000e+00
+6.10098560e-04,5.50000000e-01,1.44481000e+00
+6.10098560e-04,6.00000000e-01,1.45016000e+00
+6.10098560e-04,6.50000000e-01,1.45587000e+00
+6.10098560e-04,7.00000000e-01,1.45683000e+00
+6.10098560e-04,7.50000000e-01,1.45716000e+00
+6.10098560e-04,8.00000000e-01,1.45706000e+00
+6.10098560e-04,8.50000000e-01,1.45717000e+00
+6.10098560e-04,9.00000000e-01,1.45752000e+00
+6.10098560e-04,9.25000000e-01,8.94650000e-01
+6.10098560e-04,9.50000000e-01,9.12748000e-01
+6.10098560e-04,9.70000000e-01,9.31120000e-01
+6.10098560e-04,9.90000000e-01,9.49993000e-01
+6.10098560e-04,9.95000000e-01,9.69400000e-01
+6.10098560e-04,9.99000000e-01,1.00979000e+00
+6.10098560e-04,9.99500000e-01,1.05230000e+00
+6.10098560e-04,9.99900000e-01,1.09685000e+00
+6.10098560e-04,9.99950000e-01,1.14323000e+00
+6.10098560e-04,9.99990000e-01,1.19103000e+00
diff --git a/validation/results/g4_tables/sb_dcs/sb_dcs_Z92.csv b/validation/results/g4_tables/sb_dcs/sb_dcs_Z92.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f5dc98aae37dcd2345b9f5a9b9985668df6ec93
--- /dev/null
+++ b/validation/results/g4_tables/sb_dcs/sb_dcs_Z92.csv
@@ -0,0 +1,131 @@
+# Seltzer-Berger DCS for Z=92
+# nX=4 (incident energies), nY=32 (reduced photon energies)
+incident_energy_keV,kappa,dcs_value
+1.00000000e+04,5.70000000e+01,-5.80910000e+00
+1.00000000e+04,1.00000000e-12,-5.52150000e+00
+1.00000000e+04,2.50000000e-02,-5.29830000e+00
+1.00000000e+04,5.00000000e-02,-5.11600000e+00
+1.00000000e+04,7.50000000e-02,-4.82830000e+00
+1.00000000e+04,1.00000000e-01,-4.60520000e+00
+1.00000000e+04,1.50000000e-01,-4.19970000e+00
+1.00000000e+04,2.00000000e-01,-3.91200000e+00
+1.00000000e+04,2.50000000e-01,-3.50660000e+00
+1.00000000e+04,3.00000000e-01,-3.21890000e+00
+1.00000000e+04,3.50000000e-01,-2.99570000e+00
+1.00000000e+04,4.00000000e-01,-2.81340000e+00
+1.00000000e+04,4.50000000e-01,-2.52570000e+00
+1.00000000e+04,5.00000000e-01,-2.30260000e+00
+1.00000000e+04,5.50000000e-01,-1.89710000e+00
+1.00000000e+04,6.00000000e-01,-1.60940000e+00
+1.00000000e+04,6.50000000e-01,-1.20400000e+00
+1.00000000e+04,7.00000000e-01,-9.16290000e-01
+1.00000000e+04,7.50000000e-01,-6.93150000e-01
+1.00000000e+04,8.00000000e-01,-5.10830000e-01
+1.00000000e+04,8.50000000e-01,-2.23140000e-01
+1.00000000e+04,9.00000000e-01,0.00000000e+00
+1.00000000e+04,9.25000000e-01,4.05470000e-01
+1.00000000e+04,9.50000000e-01,6.93150000e-01
+1.00000000e+04,9.70000000e-01,1.09860000e+00
+1.00000000e+04,9.90000000e-01,1.38630000e+00
+1.00000000e+04,9.95000000e-01,1.60940000e+00
+1.00000000e+04,9.99000000e-01,1.79180000e+00
+1.00000000e+04,9.99500000e-01,2.07940000e+00
+1.00000000e+04,9.99900000e-01,2.30260000e+00
+1.00000000e+04,9.99950000e-01,2.70810000e+00
+1.00000000e+04,9.99990000e-01,2.99570000e+00
+1.23651674e-04,5.70000000e+01,3.40120000e+00
+1.23651674e-04,1.00000000e-12,3.68890000e+00
+1.23651674e-04,2.50000000e-02,3.91200000e+00
+1.23651674e-04,5.00000000e-02,4.09430000e+00
+1.23651674e-04,7.50000000e-02,4.38200000e+00
+1.23651674e-04,1.00000000e-01,4.60520000e+00
+1.23651674e-04,1.50000000e-01,5.01060000e+00
+1.23651674e-04,2.00000000e-01,5.29830000e+00
+1.23651674e-04,2.50000000e-01,5.70380000e+00
+1.23651674e-04,3.00000000e-01,5.99150000e+00
+1.23651674e-04,3.50000000e-01,6.21460000e+00
+1.23651674e-04,4.00000000e-01,6.39690000e+00
+1.23651674e-04,4.50000000e-01,6.68460000e+00
+1.23651674e-04,5.00000000e-01,6.90780000e+00
+1.23651674e-04,5.50000000e-01,7.31320000e+00
+1.23651674e-04,6.00000000e-01,7.60090000e+00
+1.23651674e-04,6.50000000e-01,8.00640000e+00
+1.23651674e-04,7.00000000e-01,8.29400000e+00
+1.23651674e-04,7.50000000e-01,8.51720000e+00
+1.23651674e-04,8.00000000e-01,8.69950000e+00
+1.23651674e-04,8.50000000e-01,8.98720000e+00
+1.23651674e-04,9.00000000e-01,9.21030000e+00
+1.23651674e-04,9.25000000e-01,4.60080000e-01
+1.23651674e-04,9.50000000e-01,4.71706000e-01
+1.23651674e-04,9.70000000e-01,4.83480000e-01
+1.23651674e-04,9.90000000e-01,4.95520000e-01
+1.23651674e-04,9.95000000e-01,5.07830000e-01
+1.23651674e-04,9.99000000e-01,5.33210000e-01
+1.23651674e-04,9.99500000e-01,5.59630000e-01
+1.23651674e-04,9.99900000e-01,5.87070000e-01
+1.23651674e-04,9.99950000e-01,6.15500000e-01
+1.23651674e-04,9.99990000e-01,6.44850000e-01
+3.14557468e-04,5.70000000e+01,6.75080000e-01
+3.14557468e-04,1.00000000e-12,7.06090000e-01
+3.14557468e-04,2.50000000e-02,7.37790000e-01
+3.14557468e-04,5.00000000e-02,7.70150000e-01
+3.14557468e-04,7.50000000e-02,8.03240000e-01
+3.14557468e-04,1.00000000e-01,8.37030000e-01
+3.14557468e-04,1.50000000e-01,8.71150000e-01
+3.14557468e-04,2.00000000e-01,9.05060000e-01
+3.14557468e-04,2.50000000e-01,9.38190000e-01
+3.14557468e-04,3.00000000e-01,9.70510000e-01
+3.14557468e-04,3.50000000e-01,1.00100000e+00
+3.14557468e-04,4.00000000e-01,1.01417000e+00
+3.14557468e-04,4.50000000e-01,1.02476000e+00
+3.14557468e-04,5.00000000e-01,1.03145000e+00
+3.14557468e-04,5.50000000e-01,1.04351000e+00
+3.14557468e-04,6.00000000e-01,1.04877000e+00
+3.14557468e-04,6.50000000e-01,1.05117000e+00
+3.14557468e-04,7.00000000e-01,1.05124000e+00
+3.14557468e-04,7.50000000e-01,1.05169000e+00
+3.14557468e-04,8.00000000e-01,1.05176000e+00
+3.14557468e-04,8.50000000e-01,1.05182000e+00
+3.14557468e-04,9.00000000e-01,1.05235000e+00
+3.14557468e-04,9.25000000e-01,6.75830000e-01
+3.14557468e-04,9.50000000e-01,6.91418000e-01
+3.14557468e-04,9.70000000e-01,7.07170000e-01
+3.14557468e-04,9.90000000e-01,7.23224000e-01
+3.14557468e-04,9.95000000e-01,7.39600000e-01
+3.14557468e-04,9.99000000e-01,7.73300000e-01
+3.14557468e-04,9.99500000e-01,8.08260000e-01
+3.14557468e-04,9.99900000e-01,8.44470000e-01
+3.14557468e-04,9.99950000e-01,8.81850000e-01
+3.14557468e-04,9.99990000e-01,9.20350000e-01
+6.10098560e-04,5.70000000e+01,9.59880000e-01
+6.10098560e-04,1.00000000e-12,1.00034000e+00
+6.10098560e-04,2.50000000e-02,1.04159000e+00
+6.10098560e-04,5.00000000e-02,1.08357000e+00
+6.10098560e-04,7.50000000e-02,1.12633000e+00
+6.10098560e-04,1.00000000e-01,1.16978000e+00
+6.10098560e-04,1.50000000e-01,1.21339000e+00
+6.10098560e-04,2.00000000e-01,1.25639000e+00
+6.10098560e-04,2.50000000e-01,1.29790000e+00
+6.10098560e-04,3.00000000e-01,1.33757000e+00
+6.10098560e-04,3.50000000e-01,1.37418000e+00
+6.10098560e-04,4.00000000e-01,1.39040000e+00
+6.10098560e-04,4.50000000e-01,1.40554000e+00
+6.10098560e-04,5.00000000e-01,1.41743000e+00
+6.10098560e-04,5.50000000e-01,1.43440000e+00
+6.10098560e-04,6.00000000e-01,1.44082000e+00
+6.10098560e-04,6.50000000e-01,1.44635000e+00
+6.10098560e-04,7.00000000e-01,1.44653000e+00
+6.10098560e-04,7.50000000e-01,1.44651000e+00
+6.10098560e-04,8.00000000e-01,1.44691000e+00
+6.10098560e-04,8.50000000e-01,1.44653000e+00
+6.10098560e-04,9.00000000e-01,1.42896000e+00
+6.10098560e-04,9.25000000e-01,8.80980000e-01
+6.10098560e-04,9.50000000e-01,9.00393000e-01
+6.10098560e-04,9.70000000e-01,9.19970000e-01
+6.10098560e-04,9.90000000e-01,9.39847000e-01
+6.10098560e-04,9.95000000e-01,9.60060000e-01
+6.10098560e-04,9.99000000e-01,1.00150000e+00
+6.10098560e-04,9.99500000e-01,1.04423000e+00
+6.10098560e-04,9.99900000e-01,1.08819000e+00
+6.10098560e-04,9.99950000e-01,1.13327000e+00
+6.10098560e-04,9.99990000e-01,1.17934000e+00
diff --git a/validation/results/g4_tables/urban_msc_params.csv b/validation/results/g4_tables/urban_msc_params.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ca953bddaef34408a5cf7deda94d4ada8be8b7d
--- /dev/null
+++ b/validation/results/g4_tables/urban_msc_params.csv
@@ -0,0 +1,47 @@
+name,density_gcm3,radiation_length_mm,Zeff,Aeff,nElements,mean_Z,mean_Z23,mean_lnZ,msc_mfp_100keV_mm,msc_mfp_1MeV_mm,msc_mfp_10MeV_mm,dedx_100keV_MeVcm2g,dedx_1MeV_MeVcm2g,dedx_10MeV_MeVcm2g
+G4_H,8.374800e-05,7.527763e+06,1.0000,1.0079,1,1.0000,1.0000,0.0000,5.781732e+03,2.471114e+05,1.127855e+05,3.033096e+11,1.203662e+11,1.328337e+11
+G4_He,1.663220e-04,5.671131e+06,2.0000,4.0026,1,2.0000,1.5874,0.6931,3.038689e+05,1.283100e+05,5.800458e+04,5.339222e+11,2.158251e+11,2.432035e+11
+G4_Li,5.340000e-01,1.549973e+03,3.0000,6.9400,1,3.0000,2.0801,1.0986,7.516004e+01,3.149656e+01,1.415448e+01,6.185189e+18,2.582390e+18,2.458920e+18
+G4_Be,1.848000e+00,3.527598e+02,4.0000,9.0122,1,4.0000,2.5198,1.3863,1.620800e+01,6.753996e+00,3.022030e+00,7.147802e+19,3.124711e+19,2.955127e+19
+G4_B,2.370000e+00,2.223075e+02,5.0000,10.8110,1,5.0000,2.9240,1.6094,9.864139e+00,4.091981e+00,1.824569e+00,1.195611e+20,5.243268e+19,5.009124e+19
+G4_C,2.000000e+00,2.134852e+02,6.0000,12.0107,1,6.0000,3.3019,1.7918,9.137949e+00,3.776465e+00,1.678986e+00,9.119105e+19,4.012527e+19,3.828353e+19
+G4_N,1.165200e-03,3.260224e+05,7.0000,14.0068,1,7.0000,3.6593,1.9459,1.365526e+04,5.616661e+03,2.489026e+03,2.329421e+13,9.605235e+12,1.106027e+13
+G4_O,1.331510e-03,2.571376e+05,8.0000,15.9994,1,8.0000,4.0000,2.0794,1.060783e+04,4.343312e+03,1.918853e+03,2.960244e+13,1.226711e+13,1.419983e+13
+G4_Al,2.699000e+00,8.896318e+01,13.0000,26.9815,1,13.0000,5.5288,2.5649,3.577309e+00,1.432341e+00,6.238229e-01,1.444078e+20,6.681685e+19,6.610107e+19
+G4_Si,2.330000e+00,9.366070e+01,14.0000,28.0854,1,14.0000,5.8088,2.6391,3.738943e+00,1.493208e+00,6.498029e-01,1.106311e+20,5.126320e+19,5.081856e+19
+G4_Ar,1.662010e-03,1.176214e+05,18.0000,39.9477,1,18.0000,6.8683,2.8904,4.586118e+03,1.813308e+03,7.873876e+02,3.614620e+13,1.538532e+13,1.830527e+13
+G4_Ti,4.540000e+00,3.560198e+01,22.0000,47.8667,1,22.0000,7.8514,3.0910,1.352753e+00,5.306980e-01,2.305101e-01,3.692169e+20,1.721031e+20,1.746774e+20
+G4_Fe,7.874000e+00,1.757493e+01,26.0000,55.8451,1,26.0000,8.7764,3.2581,6.459105e-01,2.520434e-01,1.097991e-01,1.086344e+21,5.072161e+20,5.275290e+20
+G4_Cu,8.960000e+00,1.435578e+01,29.0000,63.5456,1,29.0000,9.4391,3.3673,5.289127e-01,2.042489e-01,8.871270e-02,1.353367e+21,6.340627e+20,6.646085e+20
+G4_Ge,5.323000e+00,2.301300e+01,32.0000,72.6128,1,32.0000,10.0794,3.4657,8.456368e-01,3.229630e-01,1.401316e-01,4.555845e+20,2.184417e+20,2.258241e+20
+G4_Mo,1.022000e+01,9.591074e+00,42.0000,95.9313,1,42.0000,12.0828,3.7377,3.434453e-01,1.274163e-01,5.537461e-02,1.616219e+21,7.810919e+20,8.330179e+20
+G4_Ag,1.050000e+01,8.542919e+00,47.0000,107.8682,1,47.0000,13.0236,3.8501,3.074466e-01,1.117143e-01,4.841242e-02,1.665431e+21,8.051120e+20,8.649746e+20
+G4_Sn,7.310000e+00,1.206371e+01,50.0000,118.7101,1,50.0000,13.5721,3.9120,4.312394e-01,1.550321e-01,6.729325e-02,7.766953e+20,3.792292e+20,4.029547e+20
+G4_Xe,5.485360e-03,1.546205e+04,54.0000,131.2924,1,54.0000,14.2866,3.9890,5.457368e+02,1.937897e+02,8.425139e+01,3.176334e+14,1.389659e+14,1.695784e+14
+G4_W,1.930000e+01,3.504180e+00,74.0000,183.8416,1,74.0000,17.6260,4.3041,1.218980e-01,3.974130e-02,1.730178e-02,4.850013e+21,2.417467e+21,2.689347e+21
+G4_Pt,2.145000e+01,3.050533e+00,78.0000,195.0780,1,78.0000,18.2556,4.3567,1.066238e-01,3.402140e-02,1.480792e-02,5.857478e+21,2.947022e+21,3.310024e+21
+G4_Au,1.932000e+01,3.344364e+00,79.0000,196.9670,1,79.0000,18.4113,4.3694,1.170397e-01,3.713938e-02,1.616431e-02,4.769105e+21,2.401249e+21,2.685965e+21
+G4_Pb,1.135000e+01,5.612533e+00,82.0000,207.2170,1,82.0000,18.8745,4.4067,1.961677e-01,6.136923e-02,2.671837e-02,1.614097e+21,8.190951e+20,9.024514e+20
+G4_U,1.895000e+01,3.166296e+00,92.0000,238.0291,1,92.0000,20.3794,4.5218,1.102647e-01,3.277559e-02,1.429343e-02,4.332471e+21,2.215608e+21,2.493232e+21
+G4_WATER,1.000000e+00,3.608298e+02,7.2167,14.3219,2,3.3333,2.0000,0.6931,1.534026e+01,6.290347e+00,2.782074e+00,2.554850e+19,1.119697e+19,1.071599e+19
+G4_AIR,1.204790e-03,3.039207e+05,7.3728,14.8011,4,7.2620,3.7460,1.9784,1.265901e+04,5.195562e+03,2.299388e+03,2.467173e+13,1.018813e+13,1.174972e+13
+G4_BONE_COMPACT_ICRU,1.850000e+00,1.647925e+02,9.2470,18.5138,8,4.4078,2.4202,0.9645,6.788453e+00,2.745055e+00,1.206115e+00,8.161403e+19,3.635862e+19,3.463672e+19
+G4_PLEXIGLASS,1.190000e+00,3.407488e+02,6.2365,12.3994,3,3.6000,2.1673,0.8745,1.471345e+01,6.064038e+00,2.691185e+00,3.541138e+19,1.561656e+19,1.488453e+19
+G4_POLYVINYL_CHLORIDE,1.300000e+00,1.962597e+02,11.9980,24.7760,3,5.3333,2.7026,1.0695,7.922179e+00,3.170582e+00,1.384601e+00,3.802489e+19,1.689575e+19,1.644473e+19
+G4_SODIUM_IODIDE,3.667000e+00,2.588221e+01,46.5583,110.9663,2,32.0000,9.5279,3.1841,9.224018e-01,3.303922e-01,1.436229e-01,2.007474e+20,9.849588e+19,1.022467e+20
+G4_CESIUM_IODIDE,4.510000e+00,1.860288e+01,54.0231,129.9738,2,54.0000,14.2861,3.9888,6.565045e-01,2.330880e-01,1.013398e-01,2.853196e+20,1.417262e+20,1.492312e+20
+G4_BGO,7.130000e+00,1.118030e+01,62.5230,155.3923,3,27.5789,8.1236,2.7908,3.949944e-01,1.264605e-01,5.506527e-02,7.310917e+20,3.593931e+20,3.808009e+20
+G4_PbWO4,8.280000e+00,8.924532e+00,68.3609,170.8812,3,31.3333,8.7501,2.8381,3.127219e-01,1.002439e-01,4.365560e-02,9.677834e+20,4.822553e+20,5.183457e+20
+G4_KAPTON,1.420000e+00,2.857478e+02,6.3599,12.7015,4,5.0256,2.8195,1.3771,1.218810e+01,5.024627e+00,2.230209e+00,4.744393e+19,2.086347e+19,1.991368e+19
+G4_POLYSTYRENE,1.060000e+00,4.131251e+02,5.6129,11.1589,2,3.5000,2.1510,0.8959,1.811454e+01,7.493851e+00,3.334272e+00,2.829529e+19,1.228858e+19,1.171493e+19
+G4_TISSUE_SOFT_ICRP,1.030000e+00,3.669459e+02,6.8070,13.5206,9,3.3350,2.0203,0.7320,1.571652e+01,6.454769e+00,2.858067e+00,2.720933e+19,1.187174e+19,1.132754e+19
+G4_LUNG_ICRP,1.040000e+00,3.501561e+02,7.1540,14.2140,9,3.4099,2.0386,0.7276,1.489353e+01,6.107688e+00,2.701649e+00,2.758856e+19,1.206319e+19,1.152162e+19
+G4_ADIPOSE_TISSUE_ICRP,9.500000e-01,4.339493e+02,6.0190,11.9337,7,3.0729,1.9320,0.6999,1.894959e+01,7.814299e+00,3.469440e+00,2.375969e+19,1.026599e+19,9.754673e+18
+G4_MUSCLE_SKELETAL_ICRP,1.050000e+00,3.505736e+02,7.0600,14.0291,9,3.4324,2.0533,0.7442,1.493209e+01,6.125765e+00,2.710389e+00,2.804568e+19,1.235039e+19,1.182879e+19
+G4_BRAIN_ICRP,1.040000e+00,3.540259e+02,7.0490,14.0068,9,3.3531,2.0183,0.7188,1.509627e+01,6.192645e+00,2.739864e+00,2.773582e+19,1.211053e+19,1.155311e+19
+G4_CONCRETE,2.300000e+00,1.155271e+02,11.0985,22.3367,10,8.5515,4.0084,1.8841,4.660449e+00,1.876694e+00,8.215618e-01,1.130931e+20,5.165165e+19,5.027221e+19
+G4_SILICON_DIOXIDE,2.320000e+00,1.165773e+02,10.8046,21.6488,2,10.0000,4.6029,2.2660,4.717928e+00,1.903517e+00,8.334391e-01,1.137811e+20,5.209943e+19,5.079356e+19
+G4_ALUMINUM_OXIDE,3.970000e+00,7.037754e+01,10.6463,21.8117,2,10.0000,4.6115,2.2736,2.857698e+00,1.153853e+00,5.052065e-01,3.251606e+20,1.482522e+20,1.448215e+20
+G4_STAINLESS-STEEL,8.000000e+00,1.738065e+01,25.8316,55.4362,3,25.8000,8.7299,3.2496,6.405538e-01,2.498938e-01,1.088138e-01,1.129050e+21,5.323718e+20,5.495988e+20
+G4_lAr,1.396000e+00,1.400344e+02,18.0000,39.9477,1,18.0000,6.8683,2.8904,5.460011e+00,2.158836e+00,9.374255e-01,3.550035e+19,1.623402e+19,1.636721e+19
+G4_lXe,2.953000e+00,2.872160e+01,54.0000,131.2924,1,54.0000,14.2866,3.9890,1.013736e+00,3.599751e-01,1.565016e-01,1.240174e+20,6.134975e+19,6.490504e+19