chain_eval: wave2d_longtime +4 seed rows

csv_adam_soap/wave2d_longtime.csv

@@ -5,3 +5,4 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 2026-07-31T19:31:09,wave2d_longtime,soap,False,adam_soap,47,1601054.028244257,93820.24337483943,1694874.2716190964,0.9420372843742371,0.22804123163223267,0.9692456079217139,1.1700785160064697,6217.3,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-07-31T19:32:41,wave2d_longtime,soap,False,adam_soap,45,1752343.4721082598,46369.027115003206,1798712.499223263,0.985541045665741,0.1603168249130249,0.9984951862889052,1.1458578705787659,6310.6,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
 2026-07-31T19:36:28,wave2d_longtime,soap,False,adam_soap,46,1650157.267389536,78278.99936013762,1728436.2667496735,0.9563739895820618,0.20829926431179047,0.9787950712288772,1.1646732538938522,6537.2,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"
+2026-07-31T21:15:47,wave2d_longtime,soap,False,adam_soap,48,1569388.3736015707,123695.32426368538,1693083.697865256,0.9326749444007874,0.2618434727191925,0.9687334804365225,1.1945184171199799,6257.1,"[{""optimizer"": ""Adam"", ""lr"": 0.001, ""epochs"": 1000}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 30000, ""precondition_frequency"": 2}]"