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2ab6af9 | 1 2 3 4 5 6 7 8 9 10 11 12 | run_timestamp,pde_name,value_type,smoke_test,chain_key,seed,mse_op,mse_bnd,mse_total,l2re_op,l2re_bnd,l2re,l2re_total,elapsed_s,chain_json
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,42,0.0026242028174152,0.0007636116248114,0.0033878144422267,0.2317347973585128,0.1250054091215133,0.2633009088788489,0.3567402064800262,1369.5,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,43,0.0008406805271275,0.0005874371986847,0.0014281177258123,0.1311620026826858,0.1096410676836967,0.1709521414623222,0.2408030703663826,2073.1,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,44,0.0007588753830127,0.0005682999039626,0.0013271752869753,0.1246171370148658,0.107840359210968,0.1647997994917847,0.2324574962258339,2057.9,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,45,0.0008765214982569,0.0006686896233238,0.0015452111215807,0.1339287608861923,0.1169781759381294,0.1778224019585913,0.2509069368243217,2072.0,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,46,0.0009489095306345,0.0006316611695972,0.0015805707002317,0.1393493562936782,0.1136932373046875,0.1798454761963237,0.2530425935983658,2065.6,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,47,0.0030484569264844,0.0010295101908506,0.004077967117335,0.2497655749320984,0.1451469361782074,0.2888779595314988,0.3949125111103058,1465.9,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,48,0.0026348974174803,0.0008679671002037,0.003502864517684,0.2322065085172653,0.1332736164331436,0.2677344195932743,0.3654801249504089,1452.2,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,49,0.0034859383235841,0.0008976710757558,0.00438360939934,0.267086774110794,0.1355349123477935,0.2995080255519614,0.4026216864585876,1463.9,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,50,0.0007885098100932,0.0005794890200808,0.001367998830174,0.1270270198583603,0.1088968068361282,0.1673152064613413,0.2359238266944885,2060.9,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
2026-06-26T23:18:42,ns2d_backstep,fixed,False,ns2d_backstep_fixed,51,0.0026653147080431,0.0009067656471819,0.003572080355225,0.2335429638624191,0.1362197548151016,0.2703666724497114,0.3697627186775207,1556.2,"[{""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""PSO""}]"
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