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
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,42,2.1663262374594164e-06,1.8800651511497905e-06,4.046391388609207e-06,0.0029810152482241,0.0027770821470767,0.0040741425063142,0.0057580973953008,1310.1,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,43,2.7411086120038373e-06,3.2186119961702484e-06,5.959720608174086e-06,0.0033532457891851,0.0036335955373942,0.0049444184543845,0.0069868413265794,1282.0,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,44,1.0398979845102846e-05,6.5845638145276345e-06,1.698354365963048e-05,0.0065312702208757,0.0051971562206745,0.0083467313051393,0.0117284264415502,1345.3,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,45,2.0940228212564514e-06,1.0388086644805652e-06,3.132831485737017e-06,0.0029308458324521,0.0020642869640141,0.0035848483877843,0.0049951327964663,1201.3,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,46,9.961190185854433e-06,3.5972261871492156e-05,4.593345205734659e-05,0.0063923108391463,0.0121474787592887,0.0137267213154357,0.0185397895984351,1663.2,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,47,1.806437024472283e-05,0.0001102286996401,0.0001282930698848,0.0086082266643643,0.0212642271071672,0.022940551884605,0.0298724537715315,1199.8,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,48,5.416556790977802e-06,1.605628816085379e-06,7.022185607063181e-06,0.0047137215733528,0.00256640301086,0.0053670844492371,0.0072801245842128,1318.5,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,49,4.571967869973492e-06,3.2977155324786378e-06,7.86968340245213e-06,0.0043306578882038,0.0036779758520424,0.0056817342522216,0.0080086337402462,1242.5,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,50,1.079559644969792e-05,4.439306643708055e-06,1.5234903093405976e-05,0.006654655560851,0.0042673656716942,0.0079053684550132,0.0109220212325453,1294.7,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"
2026-06-26T22:27:52,poisson2d_classic,fixed,False,poisson2d_classic_fixed,51,1.5371649753871067e-06,1.3736589490627297e-06,2.9108239244498364e-06,0.0025110912974923,0.0023737868759781,0.0034554947021964,0.0048848781734704,1180.8,"[{""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]"