├── 2DHetero_code.ipynb ├── 2D_code.ipynb ├── Datasets ├── 2D-data │ ├── 0K-data │ │ ├── 1T-Mechanicalppts_SnX2.txt │ │ ├── Graphene_Co_Mechanicalppt.txt │ │ ├── Mechanicalppts_1T-0K.txt │ │ ├── Mechanicalppts_2H-0K.txt │ │ ├── Mechanicalppts_BX-0K.txt │ │ ├── Mechanicalppts_GeX-0K.txt │ │ ├── PbX_Mechanicalppts_0K.txt │ │ ├── TMT-Ge_Mechanicalppts.txt │ │ ├── TMT-Si_Mechanicalppts.txt │ │ └── ZnO_Like_Mechanicalppts_0K.txt │ ├── 300K-data │ │ ├── 1T-Mechanicalppts.txt │ │ ├── 2H-Mechanicalppts.txt │ │ ├── BX_Mechanicalppts.txt │ │ ├── GeX_Mechanicalppts.txt │ │ ├── Graphene-like_Mechanicalppts.txt │ │ ├── PbX_Mechanicalppts.txt │ │ ├── TMT-Ge_Mechanicalppts.txt │ │ ├── TMT-Si_Mechanicalppts.txt │ │ └── ZnX-Mechanicalppts.txt │ ├── 600K-data │ │ ├── 1T-Mechanicalppts.txt │ │ ├── 2H-Mechanicalppts.txt │ │ ├── GeX-Mechanicalppts.txt │ │ ├── Graphere-like-Mechanicalppts.txt │ │ └── ZnX-Mechanicalppts.txt │ └── OutOfSample2.csv └── 2DH-data │ ├── 1T0K-Mechanicalppts.txt │ ├── 1T300K-Mechanicalppts.txt │ ├── 1T600K-Mechanicalppts.txt │ ├── 2H0K-Mechanicalppts.txt │ ├── 2H1T0K-Mechanicalppts.txt │ ├── 2H1T300K-Mechanicalppts.txt │ ├── 2H300K-Mechanicalppts.txt │ ├── 2H600K-Mechanicalppts.txt │ ├── P0K-Mechanicalppts.txt │ ├── P300K-Mechanicalppts.txt │ └── P600K-Mechanicalppts.txt ├── Figures ├── BestModel_2D.png ├── BestModel_H.png ├── CorrMap_2D.png ├── CorrMap_H.png ├── FeatImp_2D.png ├── FeatImp_H.png ├── Prediction1_2D.png ├── Prediction1_H.png └── Prediction2_2D.png ├── LICENSE └── README.md /2DHetero_code.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmp007/2D_Elastic-Properties/HEAD/2DHetero_code.ipynb -------------------------------------------------------------------------------- /2D_code.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gmp007/2D_Elastic-Properties/HEAD/2D_code.ipynb 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