chain_eval: poissonnd +5 seed rows

csv_adam_soap/poissonnd.csv

@@ -6,3 +6,4 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 2026-08-11T08:11:13,poissonnd,soap,False,adam_soap,46,2.4354970957519984e-06,2.601139795421425e-06,5.0366368911734235e-06,0.0004906022804789245,0.0005070112529210746,0.0007055147115402479,0.0009976135333999991,6491.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-08-11T09:54:59,poissonnd,soap,False,adam_soap,47,3.519079733745449e-06,3.734202781832167e-06,7.253282515577616e-06,0.0005897260271012783,0.0006074837874621153,0.0008466482971517596,0.0011972098145633936,6351.1,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-08-11T09:59:55,poissonnd,soap,False,adam_soap,48,1.1988680098676263e-05,1.24248786109458e-05,2.4413558709622063e-05,0.0010884824441745877,0.001108107273466885,0.0015532854730494644,0.002196589717641473,6508.4,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
+2026-08-11T11:41:01,poissonnd,soap,False,adam_soap,49,2.8084806805807246e-06,2.8944756722305842e-06,5.702956352811309e-06,0.0005268311942927539,0.0005348360864445567,0.0007507334724409581,0.0010616672807373106,6347.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"