chain_eval: heat2d_complexgeometry +7 seed rows

csv_soap/heat2d_complexgeometry.csv

@@ -8,3 +8,4 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 2026-07-31T02:31:11,heat2d_complexgeometry,soap,False,soap,48,0.0026032823850304344,0.0002430409899557162,0.0028463233749861506,0.041828203503779846,0.01278051443443283,0.043737171348435036,0.054608717938212675,4561.5,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
 2026-07-31T02:31:13,heat2d_complexgeometry,soap,False,soap,49,0.0016712824664204071,0.00023461445312965537,0.0019058969195500624,0.03351455836616681,0.01255700172181822,0.03578971800281398,0.04607156008798503,4559.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
 2026-07-31T02:31:14,heat2d_complexgeometry,soap,False,soap,50,0.001924846477757184,0.00017905177100017926,0.0021038982487573635,0.035967199245691826,0.010969779117451504,0.037602865256054226,0.04693697836314333,4550.4,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
+2026-07-31T02:55:00,heat2d_complexgeometry,soap,False,soap,51,0.0013931445953486864,0.00020422112828998655,0.001597365723638673,0.030598960264330042,0.011715448197861071,0.03276504380791845,0.042314408462191117,1409.2,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"