| 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 |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,42,1.6465211049589418e-08,1.4686593255230996e-08,3.1151804304820414e-08,4.0338469261769205e-05,3.809748159255832e-05,5.548522511514231e-05,7.843595085432753e-05,3982.7,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,43,6.271024380645474e-07,5.961036255676188e-07,1.2232060636321662e-06,0.000248945900239,0.0002427150029689,0.0003476846759809,0.0004916609032079,4019.7,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,44,1.9809098688892082e-08,1.8619759728318226e-08,3.8428858417210314e-08,4.4245396566111594e-05,4.289659045753069e-05,6.162607070204617e-05,8.714198702364229e-05,3833.4,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,45,1.4237272942540681e-08,1.2812074691710532e-08,2.704934763425121e-08,3.7510180845856667e-05,3.558323805918917e-05,5.170280938078511e-05,7.309341890504584e-05,4043.8,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,46,1.388902265628322e-08,1.1898936816839186e-08,2.5787959473122405e-08,3.704858318087645e-05,3.429176285862923e-05,5.048289329726243e-05,7.134034603950568e-05,3909.1,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,47,1.9705032169454487e-08,1.8316372107184386e-08,3.802140427663887e-08,4.4129024900030345e-05,4.254568193573505e-05,6.12984982687523e-05,8.667470683576539e-05,3976.6,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,48,1.7800529120874752e-08,1.6915080694192273e-08,3.4715609815067025e-08,4.194229768472724e-05,4.088582500116899e-05,5.857309127150873e-05,8.282812268589623e-05,3950.8,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,49,1.9771144993301077e-08,1.722741311476517e-08,3.6998558108066254e-08,4.4202992285136133e-05,4.1261573642259464e-05,6.0468355247975816e-05,8.54645659273956e-05,3990.9,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,50,1.9417623214054812e-08,1.8769788231449027e-08,3.8187411445503846e-08,4.380601967568509e-05,4.30690633947961e-05,6.143217057480124e-05,8.68750830704812e-05,3981.7,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
| 2026-07-01T15:48:23,poissonnd,fixed,False,poissonnd_fixed,51,1.5940550878079516e-08,1.3803714352469576e-08,2.9744265230549097e-08,3.9690577978035435e-05,3.693462713272311e-05,5.421723583569895e-05,7.662520511075854e-05,4020.6,"[{""epochs"": 2500, ""lr"": 0.01, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.001, ""optimizer"": ""PSO""}, {""epochs"": 2500, ""lr"": 0.001, ""optimizer"": ""Adam""}, {""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 0.5, ""optimizer"": ""LBFGS""}]" |
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