| 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 |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,42,0.000299075680961,0.0001645607046445,0.0004636363856055,0.0141774825866618,0.0105165100592996,0.0176521385764571,0.0246939926459615,6674.5,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,43,0.0003235603271886,0.0001222041940181,0.0004457645212067,0.0147464066311252,0.0090625752965924,0.0173085753179428,0.0238089819277176,6371.7,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,44,0.0059214626436472,0.0003117461471325,0.0062332087907797,0.0630845586959976,0.0144746849486675,0.064723859976302,0.0775592436446651,6634.2,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,45,0.0005533061171114,0.0001282270590819,0.0006815331761934,0.0192837418162887,0.009283215094477,0.0214018873216267,0.0285669569107658,6348.1,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,46,0.0002842483153316,0.0002120128029753,0.0004962611183069,0.0138215745996066,0.0119368466965091,0.0182626458507098,0.0257584212961158,6598.5,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,47,0.0003446688161136,0.0002129078413656,0.0005575766574792,0.0152198218373279,0.0119620166007573,0.0193580168900844,0.0271818384380853,6372.9,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,48,0.000285403859697,0.0001202829532777,0.0004056868129748,0.0138496402778678,0.0089910541599664,0.0165121649317643,0.0228406944378343,6604.9,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,49,0.0005672382219554,0.0003201379425667,0.0008873761645221,0.0195250122907289,0.0146682109523029,0.0244209442383863,0.0341932232430319,6398.6,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,50,0.0002692276166874,0.0001435025058558,0.0004127301225433,0.0134514275161509,0.0098206066154248,0.0166548856650889,0.0232720341315757,6445.1,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
| 2026-07-03T20:32:25,heat2d_complexgeometry,fixed,False,heat2d_complexgeometry_fixed,51,0.0003647983352815,0.0003011999400746,0.0006659982753561,0.0156579534037081,0.014227743038857,0.021156563444294,0.0298856964425652,6355.1,"[{""epochs"": 100, ""lr"": 0.1, ""optimizer"": ""LBFGS""}, {""epochs"": 500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}, {""epochs"": 200, ""lr"": 0.0001, ""optimizer"": ""PSO""}, {""epochs"": 1500, ""lr"": 1.0, ""optimizer"": ""LBFGS""}]" |
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