chain_eval: kuramoto_sivashinsky +2 seed rows

csv_soap/kuramoto_sivashinsky.csv

@@ -3,3 +3,4 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 2026-07-28T14:42:05,kuramoto_sivashinsky,soap,False,soap,43,1.3677355321706273,1.1532389012347863,2.5209744334054136,1.0961660146713257,1.0065490007400513,1.4881938121801248,2.102715015411377,4418.2,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
 2026-07-28T15:55:56,kuramoto_sivashinsky,soap,False,soap,44,0.9778877381213532,0.6881274386353233,1.6660151767566769,0.9268720149993896,0.7775166630744934,1.2098032457997143,1.704388678073883,4420.8,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
 2026-08-11T07:37:16,kuramoto_sivashinsky,soap,False,soap,46,1.0033929469262972,0.6886140546512856,1.6920070015775828,0.938881516456604,0.7777915000915527,1.2192038876080245,1.7166730165481567,4412.5,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
+2026-08-11T07:37:57,kuramoto_sivashinsky,soap,False,soap,45,1.3764158883600999,1.13912895451449,2.51554484287459,1.0996389389038086,1.0003724098205566,1.4865903115127859,2.1000113487243652,4455.6,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"