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
2026-07-24T19:02:35,heat2d_longtime,chain,False,chain_adam_lbfgs,44,0.4330677381913699,0.0011005983891222,0.4341683365804921,1.0003687865466084,0.0504308923643597,1.0016391485966387,1.050799678910968,15768.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-24T19:32:31,heat2d_longtime,chain,False,chain_adam_lbfgs,42,0.4370403220909059,0.0065605535634167,0.4436008756543226,1.004946565652331,0.1231267622486955,1.012461258220907,1.1280733279010269,17566.4,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-24T19:35:56,heat2d_longtime,chain,False,chain_adam_lbfgs,43,0.4332344261214876,0.0004287170005297,0.4336631431220174,1.0005612891799045,0.0314751326682984,1.001056230879085,1.0320364218482028,17772.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-24T19:36:27,heat2d_longtime,chain,False,chain_adam_lbfgs,45,0.4341876561306714,0.0008314622431236,0.4350191183737951,1.0016614337345666,0.0438332308653019,1.0026200576286504,1.0454946645998686,17769.0,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T00:03:33,heat2d_longtime,chain,False,chain_adam_lbfgs,46,0.4343038837423953,0.0010180842400203,0.4353219679824157,1.0017954920437306,0.0485036111875084,1.0029689966182251,1.050299103231239,18013.2,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T00:08:34,heat2d_longtime,chain,False,chain_adam_lbfgs,49,0.4330895724978813,0.0007128247111052,0.4338023972089866,1.0003940044068644,0.0405857513140302,1.0012169431561402,1.0409797557208946,16279.1,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T00:09:09,heat2d_longtime,chain,False,chain_adam_lbfgs,47,0.43351686572872,0.0010178241497538,0.4345346898784738,1.0008873852571905,0.048497415176177,1.0020616534154705,1.0493848004333677,16535.8,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T02:59:33,heat2d_longtime,chain,False,chain_adam_lbfgs,50,0.4335316429800306,0.0008108201625302,0.4343424631425608,1.0009044436920027,0.0432857041115546,1.0018399860171436,1.0441901478035571,8471.2,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T05:10:15,heat2d_longtime,chain,False,chain_adam_lbfgs,51,0.4381202160266355,0.003252520378064,0.4413727364046996,1.0061873735252682,0.0866946364375573,1.0099153383470902,1.0928820099628256,16314.7,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"
2026-07-25T05:24:16,heat2d_longtime,chain,False,chain_adam_lbfgs,48,0.4337033914542691,0.0023766975737782,0.4360800890280474,1.0011026838802413,0.0741086970916199,1.0038419609962714,1.075211380971861,17159.5,"[{""optimizer"": ""Adam"", ""epochs"": 1000, ""lr"": 0.001}, {""optimizer"": ""LBFGS"", ""epochs"": 30000, ""lr"": 1.0, ""history_size"": 100}]"