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
2026-07-25T08:21:17,heatinv,chain,False,chain_adam_lbfgs,42,0.1187805618814117,0.0034076242091108,0.1221881860905225,0.2345661520957946,0.0397299937903881,0.237907024098936,0.2742961458861828,16171.7,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T08:21:23,heatinv,chain,False,chain_adam_lbfgs,44,0.1129462907556444,0.0036746022308258,0.1166208929864703,0.2287328988313675,0.0412570163607597,0.2324239239123042,0.2699899151921272,16174.9,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T08:27:50,heatinv,chain,False,chain_adam_lbfgs,43,0.1096540033111104,0.0030563339399259,0.1127103372510363,0.2253745645284652,0.0376264341175556,0.2284938574246539,0.2630009986460209,16563.6,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T08:27:51,heatinv,chain,False,chain_adam_lbfgs,45,0.1131444101632759,0.0039807265430403,0.1171251367063162,0.2289334237575531,0.0429411642253398,0.2329258596600707,0.271874587982893,16565.7,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T12:50:28,heatinv,chain,False,chain_adam_lbfgs,46,0.1127341754476027,0.003437169037273,0.1161713444848758,0.228518009185791,0.0399018563330173,0.2319755130634654,0.2684198655188083,16134.7,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T12:50:35,heatinv,chain,False,chain_adam_lbfgs,47,0.1133467165636972,0.0037604333575885,0.1171071499212858,0.2291380017995834,0.0417360737919807,0.232907972650735,0.2708740755915642,16133.8,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T17:48:51,heatinv,chain,False,chain_adam_lbfgs,51,0.1114402993606669,0.0038119922567826,0.1152522916174495,0.2272028475999832,0.0420212186872959,0.2310560901112687,0.2692240662872791,16566.6,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T17:48:58,heatinv,chain,False,chain_adam_lbfgs,49,0.1126924125981796,0.0031176259808208,0.1158100385790005,0.2284756898880005,0.0380018427968025,0.2316145093161278,0.266477532684803,16572.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T17:52:24,heatinv,chain,False,chain_adam_lbfgs,50,0.1136851797304281,0.0040017479718735,0.1176869277023016,0.2294798642396927,0.0430543981492519,0.2334838094846452,0.2725342623889446,16781.4,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T17:52:30,heatinv,chain,False,chain_adam_lbfgs,48,0.1127423608322297,0.0031504873448471,0.1158928481770769,0.228526309132576,0.0382015965878963,0.2316972937857109,0.2667279057204723,16783.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"