chain_eval: heat2d_multiscale +3 seed rows

csv_boost/heat2d_multiscale.csv

@@ -13,3 +13,4 @@ run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_t
 2026-08-12T02:16:28,heat2d_multiscale,boost,False,boost62flb,44,2.643060565049186e-05,6.853646466686853e-06,3.328425211717871e-05,0.0369530871466058,0.0188173307228469,0.0414683323175365,0.0557704178694527,15528.2,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}, {""boost_net"": {""hidden"": ""64*3"", ""eps"": ""auto"", ""type"": ""fourier"", ""sigmas"": [1, 10], ""n_feats"": 64}}, {""optimizer"": ""SOAP"", ""lr"": 0.003, ""precondition_frequency"": 2, ""epochs"": 31000}, {""optimizer"": ""LBFGS"", ""lr"": 1.0, ""history_size"": 100, ""epochs"": 5000}]"
 2026-08-12T12:08:46,heat2d_multiscale,boost,False,fnet31,42,3.0722641618174564e-06,1.0022277993637454e-06,4.074491961181202e-06,0.012598720639757269,0.007195821656883881,0.01450888042118774,0.01979454229664115,4713.3,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
 2026-08-12T12:11:27,heat2d_multiscale,boost,False,fnet31,43,3.3741197806635374e-06,1.2419028264463876e-06,4.616022607109925e-06,0.013203145724770798,0.008010156042271278,0.015442980827905876,0.021213301767042076,4875.2,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"
+2026-08-12T13:27:23,heat2d_multiscale,boost,False,fnet31,44,1.0458579335297588e-05,3.9615538793068245e-06,1.4420133214604413e-05,0.023245212263952715,0.014306386449365941,0.027294918692584873,0.03755159871331866,4702.9,"[{""optimizer"": ""SOAP"", ""lr"": 0.003, ""epochs"": 31000, ""precondition_frequency"": 2}]"