| 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 |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,42,4.593314649340764e-05,8.763708789910618e-05,0.0001335702343925,0.0146798314526677,0.0202769171446561,0.0250329946344815,0.0349567485973238,1155.0,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,43,2.669172976693668e-05,6.490690705282867e-05,9.159863681976536e-05,0.0111904181540012,0.0174503214657306,0.0207301514157214,0.0286407396197319,1330.8,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,44,1.8391812881173595e-05,4.716674593279791e-05,6.555855881397151e-05,0.0092890271916985,0.0148756485432386,0.0175377006973568,0.0241646757349371,1265.2,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,45,3.718694836231384e-05,6.784830088070459e-05,0.000105035249243,0.0132084917277097,0.0178413391113281,0.022198595338588,0.0310498308390378,1268.7,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,46,5.309856825252979e-05,7.50619401501812e-05,0.0001281605084027,0.0157833565026521,0.0187658332288265,0.0245208246040368,0.0345491897314786,1302.7,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,47,5.563749703296154e-05,8.299232031085211e-05,0.0001386298173438,0.016156293451786,0.0197322648018598,0.0255027075486297,0.0358885582536459,1274.2,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,48,6.530795456055963e-05,7.929332017456246e-05,0.0001446012747351,0.0175041481852531,0.0192875135689973,0.0260461779032078,0.0367916617542505,1332.6,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,49,3.768438737847637e-05,0.0001036859971634,0.0001413703845419,0.0132965417578816,0.0220555569976568,0.0257535554282506,0.0353520987555384,1476.3,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,50,5.539970613608323e-05,0.0001612273858238,0.0002166270919599,0.016121732071042,0.02750282920897,0.0318797092124165,0.0436245612800121,1186.8,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:29:44,poissoninv,fixed,False,poissoninv_fixed,51,2.9817454580447628e-05,5.350562196485779e-05,8.332307654530541e-05,0.0118275079876184,0.0158437378704547,0.0197715445755979,0.0276712458580732,1376.3,"[{""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 100, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
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