Spaces:
Sleeping
Sleeping
| [ | |
| { | |
| "name": "Acier", | |
| "true_lambda": 1.21, | |
| "true_mu": 0.77, | |
| "estimated_lambda": 1.2234128713607788, | |
| "estimated_mu": 0.7782666683197021, | |
| "lambda_error_pct": 1.1085017653536235, | |
| "mu_error_pct": 1.073593288273004, | |
| "filename": "model_l1.210_m0.770.pt", | |
| "training_time_sec": 1720.0768866539001, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 1.21, | |
| "mu": 0.77, | |
| "description": "Alliage fer-carbone, haute r\u00e9sistance", | |
| "E_GPa": 200, | |
| "nu": 0.3 | |
| } | |
| }, | |
| { | |
| "name": "Aluminium", | |
| "true_lambda": 0.52, | |
| "true_mu": 0.26, | |
| "estimated_lambda": 0.5307279825210571, | |
| "estimated_mu": 0.2623256742954254, | |
| "lambda_error_pct": 2.063073561741752, | |
| "mu_error_pct": 0.8944901136251562, | |
| "filename": "model_l0.520_m0.260.pt", | |
| "training_time_sec": 1339.495638847351, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.52, | |
| "mu": 0.26, | |
| "description": "M\u00e9tal l\u00e9ger, bonne conductivit\u00e9 thermique", | |
| "E_GPa": 70, | |
| "nu": 0.33 | |
| } | |
| }, | |
| { | |
| "name": "B\u00e9ton", | |
| "true_lambda": 0.08, | |
| "true_mu": 0.13, | |
| "estimated_lambda": 0.07500196248292923, | |
| "estimated_mu": 0.1322573721408844, | |
| "lambda_error_pct": 6.247546896338465, | |
| "mu_error_pct": 1.7364401083726115, | |
| "filename": "model_l0.080_m0.130.pt", | |
| "training_time_sec": 1391.9179763793945, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.08, | |
| "mu": 0.13, | |
| "description": "Mat\u00e9riau de construction, comportement fragile", | |
| "E_GPa": 30, | |
| "nu": 0.2 | |
| } | |
| }, | |
| { | |
| "name": "Cuivre", | |
| "true_lambda": 0.89, | |
| "true_mu": 0.42, | |
| "estimated_lambda": 0.9029691219329834, | |
| "estimated_mu": 0.4263492524623871, | |
| "lambda_error_pct": 1.4572047115711668, | |
| "mu_error_pct": 1.5117267767588336, | |
| "filename": "model_l0.890_m0.420.pt", | |
| "training_time_sec": 1377.7573823928833, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.89, | |
| "mu": 0.42, | |
| "description": "Excellente conductivit\u00e9 \u00e9lectrique et thermique", | |
| "E_GPa": 110, | |
| "nu": 0.34 | |
| } | |
| }, | |
| { | |
| "name": "Titane", | |
| "true_lambda": 0.82, | |
| "true_mu": 0.39, | |
| "estimated_lambda": 0.8330751657485962, | |
| "estimated_mu": 0.3955719769001007, | |
| "lambda_error_pct": 1.5945324083653951, | |
| "mu_error_pct": 1.4287120256668446, | |
| "filename": "model_l0.820_m0.390.pt", | |
| "training_time_sec": 1473.860330581665, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.82, | |
| "mu": 0.39, | |
| "description": "L\u00e9ger et r\u00e9sistant, applications a\u00e9rospatiales", | |
| "E_GPa": 116, | |
| "nu": 0.32 | |
| } | |
| }, | |
| { | |
| "name": "Verre", | |
| "true_lambda": 0.42, | |
| "true_mu": 0.29, | |
| "estimated_lambda": 0.42840108275413513, | |
| "estimated_mu": 0.2946082353591919, | |
| "lambda_error_pct": 2.0002577986036068, | |
| "mu_error_pct": 1.589046675583419, | |
| "filename": "model_l0.420_m0.290.pt", | |
| "training_time_sec": 1196.6469452381134, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.42, | |
| "mu": 0.29, | |
| "description": "Mat\u00e9riau amorphe, fragile", | |
| "E_GPa": 70, | |
| "nu": 0.22 | |
| } | |
| }, | |
| { | |
| "name": "Caoutchouc", | |
| "true_lambda": 10.0, | |
| "true_mu": 0.01, | |
| "estimated_lambda": 10.002460479736328, | |
| "estimated_mu": 0.008110865019261837, | |
| "lambda_error_pct": 0.02460479736328125, | |
| "mu_error_pct": 18.891349807381633, | |
| "filename": "model_l10.000_m0.010.pt", | |
| "training_time_sec": 2496.1950209140778, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 10.0, | |
| "mu": 0.01, | |
| "description": "\u00c9lastom\u00e8re, quasi-incompressible", | |
| "E_GPa": 0.01, | |
| "nu": 0.49 | |
| } | |
| }, | |
| { | |
| "name": "Bois (parall\u00e8le)", | |
| "true_lambda": 0.15, | |
| "true_mu": 0.07, | |
| "estimated_lambda": 0.14949487149715424, | |
| "estimated_mu": 0.06770268082618713, | |
| "lambda_error_pct": 0.33675233523050574, | |
| "mu_error_pct": 3.2818845340183893, | |
| "filename": "model_l0.150_m0.070.pt", | |
| "training_time_sec": 2441.0184926986694, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.15, | |
| "mu": 0.07, | |
| "description": "Mat\u00e9riau anisotrope simplifi\u00e9, fibres parall\u00e8les", | |
| "E_GPa": 12, | |
| "nu": 0.3 | |
| } | |
| }, | |
| { | |
| "name": "Magn\u00e9sium", | |
| "true_lambda": 0.35, | |
| "true_mu": 0.17, | |
| "estimated_lambda": 0.35524094104766846, | |
| "estimated_mu": 0.1704789251089096, | |
| "lambda_error_pct": 1.4974117279052799, | |
| "mu_error_pct": 0.28172065229976156, | |
| "filename": "model_l0.350_m0.170.pt", | |
| "training_time_sec": 1245.308456659317, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.35, | |
| "mu": 0.17, | |
| "description": "M\u00e9tal ultra-l\u00e9ger", | |
| "E_GPa": 45, | |
| "nu": 0.29 | |
| } | |
| }, | |
| { | |
| "name": "Laiton", | |
| "true_lambda": 0.75, | |
| "true_mu": 0.36, | |
| "estimated_lambda": 0.7640953660011292, | |
| "estimated_mu": 0.36487776041030884, | |
| "lambda_error_pct": 1.8793821334838867, | |
| "mu_error_pct": 1.3549334473080143, | |
| "filename": "model_l0.750_m0.360.pt", | |
| "training_time_sec": 1523.208339214325, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.75, | |
| "mu": 0.36, | |
| "description": "Alliage cuivre-zinc", | |
| "E_GPa": 100, | |
| "nu": 0.34 | |
| } | |
| }, | |
| { | |
| "name": "Nickel", | |
| "true_lambda": 1.12, | |
| "true_mu": 0.52, | |
| "estimated_lambda": 1.1365079879760742, | |
| "estimated_mu": 0.5259844660758972, | |
| "lambda_error_pct": 1.4739274978637598, | |
| "mu_error_pct": 1.1508588607494614, | |
| "filename": "model_l1.120_m0.520.pt", | |
| "training_time_sec": 1553.0821919441223, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 1.12, | |
| "mu": 0.52, | |
| "description": "M\u00e9tal r\u00e9sistant \u00e0 la corrosion", | |
| "E_GPa": 170, | |
| "nu": 0.31 | |
| } | |
| }, | |
| { | |
| "name": "Zinc", | |
| "true_lambda": 0.45, | |
| "true_mu": 0.22, | |
| "estimated_lambda": 0.4566696584224701, | |
| "estimated_mu": 0.22227154672145844, | |
| "lambda_error_pct": 1.4821463161044626, | |
| "mu_error_pct": 1.0325212370265608, | |
| "filename": "model_l0.450_m0.220.pt", | |
| "training_time_sec": 1348.1572487354279, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.45, | |
| "mu": 0.22, | |
| "description": "M\u00e9tal de rev\u00eatement", | |
| "E_GPa": 60, | |
| "nu": 0.3 | |
| } | |
| }, | |
| { | |
| "name": "Plomb", | |
| "true_lambda": 0.28, | |
| "true_mu": 0.08, | |
| "estimated_lambda": 0.282941609621048, | |
| "estimated_mu": 0.07769683003425598, | |
| "lambda_error_pct": 1.0505748646599808, | |
| "mu_error_pct": 2.8789624571800254, | |
| "filename": "model_l0.280_m0.080.pt", | |
| "training_time_sec": 1426.182015657425, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.28, | |
| "mu": 0.08, | |
| "description": "M\u00e9tal lourd, mall\u00e9able", | |
| "E_GPa": 16, | |
| "nu": 0.43 | |
| } | |
| }, | |
| { | |
| "name": "\u00c9tain", | |
| "true_lambda": 0.32, | |
| "true_mu": 0.15, | |
| "estimated_lambda": 0.32381582260131836, | |
| "estimated_mu": 0.15075652301311493, | |
| "lambda_error_pct": 1.1924445629119853, | |
| "mu_error_pct": 0.5043486754099565, | |
| "filename": "model_l0.320_m0.150.pt", | |
| "training_time_sec": 1518.6012406349182, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.32, | |
| "mu": 0.15, | |
| "description": "M\u00e9tal mou, soudure", | |
| "E_GPa": 47, | |
| "nu": 0.34 | |
| } | |
| }, | |
| { | |
| "name": "Or", | |
| "true_lambda": 1.35, | |
| "true_mu": 0.31, | |
| "estimated_lambda": 1.3645309209823608, | |
| "estimated_mu": 0.31178298592567444, | |
| "lambda_error_pct": 1.0763645172119074, | |
| "mu_error_pct": 0.5751567502175615, | |
| "filename": "model_l1.350_m0.310.pt", | |
| "training_time_sec": 1734.4476380348206, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 1.35, | |
| "mu": 0.31, | |
| "description": "M\u00e9tal pr\u00e9cieux, tr\u00e8s ductile", | |
| "E_GPa": 79, | |
| "nu": 0.44 | |
| } | |
| }, | |
| { | |
| "name": "Argent", | |
| "true_lambda": 0.68, | |
| "true_mu": 0.27, | |
| "estimated_lambda": 0.69133460521698, | |
| "estimated_mu": 0.2715485692024231, | |
| "lambda_error_pct": 1.6668537083794017, | |
| "mu_error_pct": 0.5735441490455844, | |
| "filename": "model_l0.680_m0.270.pt", | |
| "training_time_sec": 1569.6637139320374, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.68, | |
| "mu": 0.27, | |
| "description": "Meilleure conductivit\u00e9 \u00e9lectrique", | |
| "E_GPa": 83, | |
| "nu": 0.37 | |
| } | |
| }, | |
| { | |
| "name": "Platine", | |
| "true_lambda": 1.82, | |
| "true_mu": 0.62, | |
| "estimated_lambda": 1.82, | |
| "estimated_mu": 0.62, | |
| "lambda_error_pct": 0.0, | |
| "mu_error_pct": 0.0, | |
| "filename": "model_l1.820_m0.620.pt", | |
| "training_time_sec": 0, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 1.82, | |
| "mu": 0.62, | |
| "description": "M\u00e9tal pr\u00e9cieux, haute r\u00e9sistance", | |
| "E_GPa": 168, | |
| "nu": 0.38 | |
| } | |
| }, | |
| { | |
| "name": "Tungst\u00e8ne", | |
| "true_lambda": 1.95, | |
| "true_mu": 1.08, | |
| "estimated_lambda": 1.960451364517212, | |
| "estimated_mu": 1.0885136127471924, | |
| "lambda_error_pct": 0.5359674111390749, | |
| "mu_error_pct": 0.7882974765918807, | |
| "filename": "model_l1.950_m1.080.pt", | |
| "training_time_sec": 1225.7451560497284, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 1.95, | |
| "mu": 1.08, | |
| "description": "M\u00e9tal le plus r\u00e9sistant, point de fusion \u00e9lev\u00e9", | |
| "E_GPa": 411, | |
| "nu": 0.28 | |
| } | |
| }, | |
| { | |
| "name": "Composite carbone", | |
| "true_lambda": 0.05, | |
| "true_mu": 0.55, | |
| "estimated_lambda": 0.05506386235356331, | |
| "estimated_mu": 0.5592017769813538, | |
| "lambda_error_pct": 10.127724707126612, | |
| "mu_error_pct": 1.67305036024613, | |
| "filename": "model_l0.050_m0.550.pt", | |
| "training_time_sec": 894.1807889938354, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.05, | |
| "mu": 0.55, | |
| "description": "Fibres de carbone, haute r\u00e9sistance/poids", | |
| "E_GPa": 150, | |
| "nu": 0.07 | |
| } | |
| } | |
| , | |
| { | |
| "name": "Mousse polym\u00e8re", | |
| "true_lambda": 0.001, | |
| "true_mu": 0.001, | |
| "estimated_lambda": -3.787327659665607e-05, | |
| "estimated_mu": 1.8324355551158078e-05, | |
| "lambda_error_pct": 103.7873276596656, | |
| "mu_error_pct": 98.16756444488419, | |
| "filename": "model_l0.001_m0.001.pt", | |
| "training_time_sec": 1288.156004190445, | |
| "success": true, | |
| "material_info": { | |
| "lambda": 0.001, | |
| "mu": 0.001, | |
| "description": "Mat\u00e9riau cellulaire, tr\u00e8s l\u00e9ger", | |
| "E_GPa": 0.003, | |
| "nu": 0.3 | |
| } | |
| } | |
| ] |