MatPES / matpes_stats.json
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{
"dataset": "MatPES 2025.2 (Kaplan et al. 2025, arXiv:2503.04070; BSD-3-Clause)",
"level_of_theory": "DFT, VASP 6.4, \"PBE 64\" PAW, ENCUT 680 eV, KSPACING 0.22; two functionals PBE + r\u00b2SCAN",
"units": {
"pos": "angstrom",
"cell": "angstrom",
"energy": "eV (absolute total)",
"forces": "eV/Ang",
"stress": "eV/Ang^3 (units=eV) or kBar (units=raw)",
"magmom": "muB",
"charges": "e"
},
"storage": "flat (one single-point per row); functional = split; published 90/5/5 fold via split_code",
"reference_default": "iso_atom (published isolated-atom energies -> cohesive energy)",
"pbe": {
"n_structures": 433189,
"n_atoms_total": 3867177,
"split_counts": {
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"val": 21659,
"test": 21660
},
"atoms_per_structure": {
"min": 1,
"max": 243,
"mean": 8.93
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"elements": {
"count": 89,
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"symbols": [
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"zmax": 94
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"mean": 6.404927730560303
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"bounding_box_extent_angstrom": {
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"diagonal_min": 0.0,
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"energy_referenced_cohesive_eV_sampled": {
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"mean": -38.8661378243576
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"force_magnitude_eV_per_Ang_sampled": {
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"max": 447.12683452287075,
"mean": 1.022841691845608
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"field_present_fraction": {
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"bader_charges": 0.9871,
"bader_magmoms": 0.9871,
"cm5_charges": 0.9491,
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"bandgap": 1.0,
"cohesive_energy_per_atom": 1.0,
"formation_energy_per_atom": 0.2478
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"linref_r2": 0.970971,
"linref_rmse_eV": 11.0967,
"sample_size_for_distributions": 8000
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"r2scan": {
"n_structures": 386544,
"n_atoms_total": 3049029,
"split_counts": {
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"val": 19327,
"test": 19328
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"atoms_per_structure": {
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"max": 240,
"mean": 7.89
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"elements": {
"count": 89,
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"energy_referenced_cohesive_eV_sampled": {
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"force_magnitude_eV_per_Ang_sampled": {
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"mean": 0.9495965750980615
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"field_present_fraction": {
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"bader_charges": 0.9817,
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"cm5_charges": 0.9497,
"ddec_charges": 0.9497,
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"bandgap": 1.0,
"cohesive_energy_per_atom": 1.0,
"formation_energy_per_atom": 0.2194
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"linref_r2": 0.994294,
"linref_rmse_eV": 10.369,
"sample_size_for_distributions": 8000
}
}