├── .gitignore ├── LICENSE ├── README.md ├── environment.yml ├── figures ├── thermonets.png └── thermonets.svg ├── global_fits ├── global_fit_jb08_180.0-1000.0-4.txt └── global_fit_nrlmsise00_180.0-1000.0-4.txt ├── models ├── jb08_model_10_32_32_1.43.pyt ├── nn_parameters_jb08_model_10_32_32_1.43.pk ├── nn_parameters_nrlmsise00_model_10_32_32_2.17.pk └── nrlmsise00_model_10_32_32_2.17.pyt ├── notebooks ├── jb08_analysis.ipynb ├── jb08_train.ipynb ├── neural_ODEs.ipynb ├── nrlmsise00_analysis.ipynb ├── nrlmsise00_train.ipynb ├── orbit_propagation_with_thermoNET.ipynb ├── pairplots.ipynb ├── pairplots.png ├── rho_altitude_fit.ipynb ├── rho_global_fit.ipynb └── test_cart2geo.ipynb ├── scripts ├── generate_jb08_db.py └── generate_nrlmsise00_db.py └── thermonets ├── __init__.py ├── _density.py ├── _interfaces.py ├── _nn.py └── _util.py /.gitignore: -------------------------------------------------------------------------------- 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