├── .gitignore ├── LICENSE ├── README.md ├── deterministic_grease_inspection └── ijphm_2020 │ ├── README.md │ ├── advanced │ ├── pinn_model.py │ ├── run01_random_plane_generator.py │ ├── run02_train_mlp_with_plane.py │ ├── run03_train_rnn.py │ └── run04_predict_fatigue_life.py │ └── basic │ ├── models_and_functions.py │ ├── run01_train_rnn.py │ └── run02_predict_pinn.py └── probabilistic_grease_inspection ├── comind_2020 ├── README.md ├── layers.py ├── models.py ├── run00_grease_sampling.py ├── run01_train_grease.py ├── run02_predict_bearing.py ├── trained_models │ └── approximate_plane_case10 │ │ ├── checkpoint │ │ ├── cp.ckpt.data-00000-of-00001 │ │ └── cp.ckpt.index └── utils.py ├── mssp_2022 ├── README.md ├── models.py └── run_train_grease_quality.py └── phm_2020 ├── README.md ├── layers.py ├── models.py ├── run00_grease_sampling.py ├── run01_train_grease.py ├── run02_predict_bearing.py ├── trained_models └── approximate_plane_case10 │ ├── checkpoint │ ├── 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