| 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 |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,42,0.0002450744666911,0.0001342851795346,0.0003793596462258,0.0128338691052562,0.009499978326668,0.0159673975468143,0.0223338474319243,6867.8,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,43,0.0002477578265249,0.0001905807322883,0.0004383385588133,0.0129039378794509,0.0113174365433266,0.017163798609543,0.0242213744227776,7024.5,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,44,0.000185805553096,0.0001728094061077,0.0003586149592037,0.0111747526039771,0.0107768605009459,0.015524684151922,0.0219516131049231,6864.0,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,45,0.0005407529035887,0.0002084988236423,0.000749251727231,0.019063735442844,0.0118375104914875,0.0224399791370407,0.0309012459343315,7028.8,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,46,0.0003555746189003,0.0002949702382053,0.0006505448571056,0.015458734880685,0.0140798384522158,0.0209096708475241,0.0295385733329008,6864.0,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,47,0.0002070560733999,0.0001938454528819,0.0004009015262818,0.011796483357237,0.0114139609248777,0.0164144912681509,0.0232104442821148,7026.2,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,48,0.0001686335520531,0.0001544187601858,0.000323052312239,0.0106458554843663,0.0101872884447992,0.0147348255792714,0.0208331439291656,6864.0,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,49,0.0004465314828843,0.0002439302920992,0.0006904617749835,0.017323459082967,0.0128038754338979,0.0215416215899826,0.030127334516865,7017.6,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,50,0.0002845019829054,0.0002633018172633,0.0005478038001687,0.0138277405172809,0.0133025684000634,0.0191876192856648,0.0271303089173443,6845.6,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
| 2026-06-27T06:40:18,heat2d_complexgeometry,continuous,False,heat2d_complexgeometry_continuous,51,0.0001761743877723,0.0001673415336609,0.0003435159214333,0.0108812793000807,0.010604994433017,0.0151943458605721,0.0214862737330977,7041.6,"[{""epochs"": 2423, ""lr"": 0.00982638959992579, ""optimizer"": ""Adam""}, {""epochs"": 300, ""lr"": 0.0007689703164613702, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 0.2304783374524009, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 0.9840623410798778, ""optimizer"": ""LBFGS""}, {""epochs"": 300, ""lr"": 0.0008389269224783238, ""optimizer"": ""PSO""}]" |
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