├── .github └── workflows │ ├── ci.yml │ ├── docker.yml │ └── sphinx.yml ├── .gitignore ├── LICENSE ├── README.md ├── docker └── Dockerfile ├── docs ├── Makefile ├── make.bat └── source │ ├── conf.py │ └── index.rst ├── examples ├── burgers1d.ipynb ├── burgers1d.offline.bash ├── burgers1d.offline.yml ├── burgers1d.yml └── template_training.ipynb ├── legacy ├── BurgersEqn1D │ ├── .DS_Store │ ├── evaluate_model.py │ ├── generate_data.py │ ├── results │ │ └── .DS_Store │ ├── timing.py │ ├── train_bg1d.bsub │ ├── train_framework.py │ ├── train_model1.py │ └── utils.py ├── BurgersEqn2D │ ├── .DS_Store │ ├── __pycache__ │ │ ├── solver_burgers.cpython-37.pyc │ │ └── utils.cpython-37.pyc │ ├── checkpoint │ │ └── .DS_Store │ ├── compute_errors.py │ ├── data │ │ └── .DS_Store │ ├── generate_data.bsub │ ├── generate_data.py │ ├── results │ │ └── .DS_Store │ ├── solver_burgers.py │ ├── timing.py │ ├── train_framework.py │ ├── train_model1.bsub │ ├── train_model1.py │ └── utils.py ├── RisingBubble │ ├── .DS_Store │ ├── PostProcess.c │ ├── compute_errors.py │ ├── generate_data.bsub │ ├── generate_data_train.py │ ├── generate_test_data.py │ ├── init.c │ ├── solver.py │ ├── timing.bsub │ ├── timing.py │ ├── train_framework.py │ ├── train_model1.bsub │ ├── train_model1.py │ └── utils │ │ ├── utils_errors.py │ │ ├── utils_plot.py │ │ └── utils_sindy.py └── Vlasov1D1V │ ├── .DS_Store │ ├── compile_test_data.py │ ├── compute_errors.py │ ├── generate_test_data.bsub │ ├── generate_test_data.py │ ├── init.c │ ├── plot │ └── .DS_Store │ ├── plot_prediction.py │ ├── results │ └── .DS_Store │ ├── solver.py │ ├── timing.bsub │ ├── timing.py │ ├── train_framework.py │ ├── train_model1.bsub │ ├── train_model1.py │ └── utils │ ├── utils_errors.py │ ├── utils_plot.py │ └── utils_sindy.py ├── pyproject.toml └── src └── lasdi ├── __init__.py ├── enums.py ├── fd.py ├── gp.py ├── gplasdi.py ├── inputs.py ├── latent_dynamics ├── __init__.py └── sindy.py ├── latent_space.py ├── param.py ├── physics ├── 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