| 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 |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,42,2.3686023095757388e-08,2.1480701584866833e-08,4.516672468062422e-08,4.838177846977487e-05,4.607443042914383e-05,6.681055026916322e-05,9.44562088989187e-05,5247.5,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,43,1.901927632315428e-08,1.7376081094252098e-08,3.6395357417406376e-08,4.335435733082704e-05,4.143922706134617e-05,5.9973409432938206e-05,8.479358439217322e-05,5363.1,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,44,2.2505354650349292e-08,2.261313379590233e-08,4.511848844625162e-08,4.7160530812107027e-05,4.72733227070421e-05,6.677486582722454e-05,9.443385351914912e-05,5197.4,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,45,2.424267339878313e-08,1.9643953236279287e-08,4.3886626635062424e-08,4.894699304713867e-05,4.406057996675372e-05,6.585698774893476e-05,9.30075730138924e-05,5194.0,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,46,2.049569270167881e-08,1.7343145710332783e-08,3.7838838412011596e-08,4.50056504632812e-05,4.139993689022958e-05,6.115115165013685e-05,8.640558735351078e-05,5210.1,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,47,1.8387995209494413e-08,1.6170062844460487e-08,3.4558058053954896e-08,4.262878428562544e-05,3.997528619947843e-05,5.8440027005474574e-05,8.260407048510388e-05,5243.0,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,48,1.7757221292542944e-08,1.5105223064105432e-08,3.2862444356648373e-08,4.189124229014851e-05,3.863663732772693e-05,5.698829638273309e-05,8.052787961787544e-05,5359.2,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,49,2.092256874151869e-08,1.8737142394940947e-08,3.9659711136459644e-08,4.547191565507091e-05,4.303159221308306e-05,6.260521577101187e-05,8.850350786815397e-05,5332.9,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,50,1.7983872246041495e-08,1.7095598333889304e-08,3.50794705799308e-08,4.2157742427662015e-05,4.110341251362115e-05,5.887924733606912e-05,8.326115494128317e-05,5454.5,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
| 2026-06-27T04:19:57,poissonnd,continuous,False,poissonnd_continuous,51,1.7317471748593726e-08,1.4907347110218816e-08,3.222481885881254e-08,4.136928328080103e-05,3.8382735510822386e-05,5.643272086707241e-05,7.975201879162341e-05,5317.3,"[{""epochs"": 2371, ""lr"": 0.004849844625053517, ""optimizer"": ""Adam""}, {""epochs"": 1613, ""lr"": 0.007385063466941565, ""optimizer"": ""Adam""}, {""epochs"": 724, ""lr"": 0.4714647057009095, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0007117161231558569, ""optimizer"": ""PSO""}, {""epochs"": 300, ""lr"": 0.0009597689289741865, ""optimizer"": ""PSO""}]" |
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