| 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 |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,42,0.4340263739609186,0.0014487751835966,0.4354751491445152,1.0014753792346984,0.057860571066089,1.003145443541153,1.0593359503007875,1747.5,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,43,0.4330449387621595,0.0003576480018781,0.4334025867640376,1.000342453324901,0.02874816428972,1.0007554550808655,1.029090617614621,1721.4,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,44,0.4337617266710735,0.0008246959023398,0.4345864225734134,1.001170008207921,0.0436545117156173,1.0021213009053231,1.0448245199235382,1745.2,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,45,0.43387013069113,0.0011413984070442,0.4350115290981742,1.001295104622523,0.0513571420192091,1.00261131181401,1.052652246641732,1718.0,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,46,0.4338740374204859,0.0010852127657917,0.4349592501862777,1.0012996126306764,0.0500771568328872,1.0025510639816848,1.0513767694635636,1744.4,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,47,0.4327081492653659,0.0005429903214103,0.4332511395867763,0.9999533824323068,0.0354224226668566,1.0005805889909123,1.0353758050991633,1721.0,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,48,0.4395003842796837,0.0066878290548568,0.4461882133345406,1.0077709753081148,0.1243153618511423,1.0154095961067382,1.132086337159257,1748.4,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,49,0.4329266637215342,0.0004146494766442,0.4333413131981785,1.00020583514336,0.0309544275836587,1.0006847102068954,1.0311602627270189,1719.6,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,50,0.4376931740480011,0.0027901024027465,0.4404832764507476,1.0056968814331035,0.0802956999226164,1.0088972280417527,1.08599258135572,1748.3,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
| 2026-06-30T13:39:48,heat2d_longtime,fixed,False,heat2d_longtime_fixed,51,0.438000712240667,0.0028846028892153,0.4408853151298823,1.0060501379027396,0.0816441803999385,1.0093575442663016,1.0876943183026782,1722.3,"[{""epochs"": 1000, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 200, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.001, ""optimizer"": ""PSO""}]" |
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