chain_eval: poissonboltzmann2d +7 seed rows

csv_adam_soap/poissonboltzmann2d.csv

@@ -8,3 +8,4 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 2026-07-30T07:43:11,poissonboltzmann2d,soap,False,adam_soap,46,2.1940316631327084e-05,6.156562980798395e-05,8.350594643931103e-05,0.008345952257514,0.013980529271066189,0.01628220248565413,0.02232648152858019,1625.9,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-07-30T08:03:17,poissonboltzmann2d,soap,False,adam_soap,49,1.625071579834745e-05,5.992759473214351e-05,7.617831053049096e-05,0.007182749453932047,0.013793290592730045,0.01555142292825503,0.020976040046662092,1214.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-07-30T08:03:24,poissonboltzmann2d,soap,False,adam_soap,50,1.315932573789678e-05,1.9665747431008018e-05,3.28250731689048e-05,0.006463552359491587,0.007901502773165703,0.010208391409925197,0.01436505513265729,1211.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
+2026-07-30T08:03:31,poissonboltzmann2d,soap,False,adam_soap,51,1.3313364802682948e-05,3.438818294387879e-05,4.770154774656174e-05,0.006501272786408663,0.010448623448610306,0.012306107419251101,0.01694989623501897,1207.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"