| 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 |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,42,6.9263174031615146e-06,1.692936902216607e-05,2.3855686425327584e-05,0.0046892743557691,0.007331196218729,0.0087026278778987,0.0120204705744981,1818.1,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,43,0.0001870278001949,4.7055985083647306e-05,0.0002340837852786,0.0243673082441091,0.0122225517407059,0.0272608965758219,0.0365898599848151,1380.8,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,44,0.0001679994525236,2.738346083361667e-05,0.0001953829133572,0.0230944901704788,0.0093239219859242,0.024905641879581,0.032418412156403,1565.4,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,45,1.0113347734160873e-05,2.7262020511628102e-05,3.737536824578898e-05,0.0056663309223949,0.0093032242730259,0.0108929926097609,0.0149695551954209,1523.4,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,46,1.3771931185373316e-05,6.128321233791426e-05,7.505514352328758e-05,0.0066122896969318,0.0139484265819191,0.0154363525208301,0.020560716278851,1624.4,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,47,0.0001660361756973,0.0001704814064715,0.0003365175821689,0.0229591503739357,0.0232644602656364,0.0326857414990751,0.0462236106395721,1307.7,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,48,1.1270663326035666e-05,9.034387568348935e-06,2.0305050894384603e-05,0.0059817628934979,0.0053555467166006,0.0080289082662414,0.0113373096100986,1667.8,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,49,6.230411916379396e-06,4.620497374149325e-05,5.243538565787264e-05,0.0044474680908024,0.0121115250512957,0.012902287064194,0.0165589931420981,1661.7,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,50,1.0678659681525628e-05,1.7738813529386867e-05,2.8417473210912494e-05,0.0058225449174642,0.007504413370043,0.0094983287658602,0.0133269582875072,1707.6,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
| 2026-06-26T22:57:04,poissonboltzmann2d,continuous,False,poissonboltzmann2d_continuous,51,5.297117419430543e-06,2.0109406211627845e-05,2.5406523631058388e-05,0.0041008535772562,0.0079901339486241,0.008981048968748,0.0120909875258803,1590.7,"[{""epochs"": 300, ""lr"": 0.0005729755350934611, ""optimizer"": ""PSO""}, {""epochs"": 1161, ""lr"": 0.5714292525143012, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0002505658061943473, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.3842903636117515, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.23345036949469172, ""optimizer"": ""LBFGS""}]" |
|
|
