csv_seed/heatinv_continuous.csv

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
2026-07-24T16:02:47,heatinv,continuous,False,heatinv_continuous,43,0.0019158403231358,0.0002750580190422,0.0021908983421781,0.029790123924613,0.0112876826897263,0.0318569186197872,0.0410778066143393,8825.8,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T16:17:58,heatinv,continuous,False,heatinv_continuous,42,0.0140605481605327,0.0006807022810822,0.0147412504416149,0.0807037577033042,0.0177570674568414,0.082634193601078,0.0984608251601457,9737.4,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T16:22:10,heatinv,continuous,False,heatinv_continuous,44,0.0014946976457758,0.0003513436546365,0.0018460413004123,0.0263129360973835,0.0127572985365986,0.0292424224717599,0.0390702346339821,9991.3,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T16:25:46,heatinv,continuous,False,heatinv_continuous,45,0.0104731579731984,0.0003406905238956,0.0108138484970941,0.0696516633033752,0.0125624015927314,0.0707754769302461,0.0822140648961067,10206.2,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T18:40:12,heatinv,continuous,False,heatinv_continuous,46,0.003020365061435,0.0003453865158992,0.0033657515773342,0.0374043732881546,0.0126486839726567,0.0394851408420909,0.0500530572608113,9397.4,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T18:53:18,heatinv,continuous,False,heatinv_continuous,47,0.0027960738059641,0.0002231372116822,0.0030192110176464,0.0359887667000293,0.0101666683331131,0.0373972254797687,0.0461554350331425,9271.9,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T18:53:49,heatinv,continuous,False,heatinv_continuous,48,0.0032056929865911,0.0003208534382271,0.0035265464248182,0.0385348461568355,0.012191186659038,0.0404173156021832,0.0507260328158736,9031.8,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T19:08:26,heatinv,continuous,False,heatinv_continuous,49,0.0079622962322654,0.0003655241266565,0.008327820358922,0.0607311949133873,0.0130121987313032,0.0621095431590892,0.0737433936446905,9709.8,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T20:02:07,heatinv,continuous,False,heatinv_continuous,51,0.0012609010902941,0.0002616280338774,0.0015225291241716,0.0241675805300474,0.0110086686909198,0.0265567832205401,0.0351762492209672,4050.9,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"
2026-07-24T20:13:38,heatinv,continuous,False,heatinv_continuous,50,0.0028018646314743,0.0008697392885959,0.0036716039200702,0.0360260158777236,0.0200718399137258,0.0412401815896126,0.0560978557914495,5559.1,"[{""optimizer"": ""LBFGS"", ""lr"": 0.232042, ""epochs"": 1172, ""max_iter"": 10}, {""optimizer"": ""Adam"", ""lr"": 0.009228, ""epochs"": 1855}, {""optimizer"": ""LBFGS"", ""lr"": 0.508576, ""epochs"": 892, ""max_iter"": 10}, {""optimizer"": ""LBFGS"", ""lr"": 0.774395, ""epochs"": 1500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.00079084, ""epochs"": 300}]"