| 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 |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,42,0.0019184914314674,0.0001065183423429,0.0020250097738103,0.2209616514407069,0.0520653958684671,0.2270129001936776,0.273027047309174,7470.3,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,43,0.0019243596183638,0.0001405932348966,0.0020649528532604,0.2212993267182681,0.0598162505872106,0.2292408686082626,0.2811155773054787,7056.9,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,44,0.0019886223898411,0.0001843769232852,0.0021729993131263,0.224964058096947,0.0684999503922069,0.2351617967255339,0.293464008489154,7224.6,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,45,0.0019056015554875,9.07395382805997e-05,0.0019963410937681,0.2202181066917501,0.0480546322127168,0.225400226690211,0.268272738904467,7057.7,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,46,0.0019213102807586,0.0001476033142208,0.0020689135949794,0.2211239218997485,0.0612893520058777,0.22946061427972,0.2824132739056262,7135.2,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,47,0.001917613747614,0.0001316059112216,0.0020492196588357,0.2209111021767974,0.0578728237928523,0.228365887992769,0.2787839259696498,7041.5,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,48,0.0019142676901342,0.0001433636286106,0.0020576313187449,0.2207182833729639,0.0604027160654428,0.228834107429794,0.2811209994384067,7136.7,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,49,0.0019324786952318,0.0001357524887854,0.0020682311840172,0.2217656779784878,0.0587774682228356,0.2294227684863575,0.2805431462013235,7066.7,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,50,0.0019657017271084,0.0001269293187512,0.0020926310458597,0.2236638440899621,0.0568352729138845,0.2307721027340493,0.2804991170038467,7135.1,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
| 2026-06-30T01:22:03,heat2d_varyingcoef,continuous,False,heat2d_varyingcoef_continuous,51,0.0019638020999485,0.0001073241151615,0.0020711262151101,0.2235557451333082,0.0522619528132,0.229583280954772,0.2758176979465082,7049.7,"[{""epochs"": 300, ""lr"": 0.0008911387610520138, ""optimizer"": ""PSO""}, {""epochs"": 2056, ""lr"": 0.0018414926068050588, ""optimizer"": ""Adam""}, {""epochs"": 749, ""lr"": 0.3184849889164505, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.8857647498905935, ""optimizer"": ""LBFGS""}, {""epochs"": 1480, ""lr"": 0.42586586898249723, ""optimizer"": ""LBFGS""}]" |
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