chain_eval: burgers_1d +5 seed rows

csv_adam_soap/burgers_1d.csv

@@ -8,3 +8,4 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 2026-07-30T03:05:15,burgers_1d,soap,False,adam_soap,50,6.12181367793313e-05,1.1674127641317367e-07,6.133487805574448e-05,0.012854254141882541,0.0005613310258020297,0.0128665046560685,0.01341558516768457,1458.4,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-07-30T03:05:22,burgers_1d,soap,False,adam_soap,47,7.043312563463286e-05,1.3276803718324098e-07,7.05658936718161e-05,0.013787810608698482,0.0005986232711742629,0.013800799658067998,0.014386433879872745,1458.7,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-07-30T03:05:23,burgers_1d,soap,False,adam_soap,48,9.084540589719948e-05,3.4889720024149867e-06,9.433437789961447e-05,0.015658794089998176,0.003068708036135505,0.015956653827291122,0.01872750212613368,1459.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
+2026-07-30T03:15:04,burgers_1d,soap,False,adam_soap,51,6.734001434886073e-05,1.1544502313359785e-06,6.84944645801967e-05,0.013481661876275143,0.0017652021021571384,0.013596732894621068,0.015246863978432282,570.8,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"