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
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,42,7.793014046202648e-06,1.4645401789303849e-05,2.2438415835506495e-05,0.0049740159884095,0.0068187555298209,0.0084401577016319,0.0117927715182304,1283.9,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,43,1.2619198671140476e-05,8.10778636552899e-06,2.0726985036669465e-05,0.0063295136205852,0.0050734761171042,0.0081118988272783,0.0114029897376894,1351.5,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,44,9.372155875356193e-06,1.4378787265257329e-05,2.375094314061352e-05,0.0054547418840229,0.0067564034834504,0.0086835014281391,0.0122111453674733,1320.0,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,45,7.542124448667873e-06,2.8771690273642634e-05,3.6313814722310506e-05,0.004893294069916,0.0095573421567678,0.0107371838000569,0.0144506362266838,1310.1,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,46,0.0001847910285824,0.0004160101795617,0.0006008012081441,0.0242211576551198,0.0363418012857437,0.0436736877175107,0.0605629589408636,974.5,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,47,2.8472812781541595e-05,0.0002015090985479,0.0002299819113294,0.0095075722783803,0.0252930838614702,0.0270209922440311,0.0348006561398506,1094.2,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,48,9.309568231318866e-06,1.1300185403580404e-05,2.060975363489927e-05,0.0054364977404475,0.0059895920567214,0.0080889258055585,0.0114260897971689,1763.7,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,49,8.08204397060539e-06,3.695151731931967e-05,4.503356128992506e-05,0.0050654155202209,0.0108310505747795,0.0119570101173297,0.0158964660950005,974.2,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,50,1.1640461186734517e-05,1.4128278009176848e-05,2.5768739195911365e-05,0.0060791037976741,0.0066972896456718,0.0090448433696177,0.012776393443346,1492.4,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"
2026-06-26T22:31:08,poissonboltzmann2d,fixed,False,poissonboltzmann2d_fixed,51,1.4929595219273126e-05,5.401977007276574e-05,6.894936529203887e-05,0.0068845963105559,0.0130957635119557,0.0147951575970109,0.0199803598225116,1068.9,"[{""epochs"": 200, ""lr"": 0.0, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}, {""epochs"": 100, ""lr"": 0.0001, ""optimizer"": ""Adam""}]"