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9b7ad3c

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
2026-07-25T21:48:38,heatinv,fixed,False,heatinv_fixed,50,0.002100847865048,0.0007314770797914,0.0028323249448394,0.031195355579257,0.0184074230492115,0.0362213118623404,0.0496027786284685,3746.8,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:48:44,heatinv,fixed,False,heatinv_fixed,51,0.0033764788462876,0.0003537071555029,0.0037301860017906,0.0395480133593082,0.0128001356497406,0.0415678822327982,0.0523481490090489,3757.3,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:48:37,heatinv,fixed,False,heatinv_fixed,43,0.0037545705825015,0.0003846762573361,0.0041392468398377,0.041703525930643,0.0133487423881888,0.0437878179222719,0.0550522683188319,3759.5,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:48:58,heatinv,fixed,False,heatinv_fixed,42,0.0109596639088316,0.0005731437883427,0.0115328076971744,0.0712510496377945,0.0162938777357339,0.0730903723219036,0.0875449273735284,3783.0,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:48:53,heatinv,fixed,False,heatinv_fixed,44,0.001917414473708,0.0007975211070909,0.002714935580799,0.0298023596405982,0.019220458343625,0.0354627503034745,0.0490228179842233,3767.7,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:49:20,heatinv,fixed,False,heatinv_fixed,45,0.0129036262981172,0.0003542249623505,0.0132578512604678,0.0773122906684875,0.0128095019608736,0.0783662786464581,0.0901217926293611,3795.8,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:49:25,heatinv,fixed,False,heatinv_fixed,46,0.0031922995620803,0.0003579999042814,0.0035502994663618,0.0384542606770992,0.0128775751218199,0.0405532009247163,0.0513318357989192,3803.5,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:49:26,heatinv,fixed,False,heatinv_fixed,47,0.0027415233811756,0.0002328264372598,0.0029743498184355,0.0356359742581844,0.0103850550949573,0.0371183516694273,0.0460210293531417,3808.5,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:49:29,heatinv,fixed,False,heatinv_fixed,49,0.0113774842811014,0.000390951159064,0.0117684354401655,0.0725965127348899,0.0134571753442287,0.0738332528709953,0.0860536880791187,3802.6,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"
2026-07-25T21:49:41,heatinv,fixed,False,heatinv_fixed,48,0.0038078008895103,0.0003638132996499,0.0041716141891603,0.0419981107115745,0.0129817109555006,0.0439586865440021,0.0549798216670751,3816.7,"[{""optimizer"": ""LBFGS"", ""lr"": 0.1, ""epochs"": 100, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0, ""epochs"": 300}, {""optimizer"": ""LBFGS"", ""lr"": 0.5, ""epochs"": 500, ""max_iter"": 10}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}, {""optimizer"": ""PSO"", ""lr"": 0.0001, ""epochs"": 300}]"