├── .gitignore ├── LICENSE ├── README.md ├── figures ├── Multiscale_forecast_diagram.jpeg ├── acc_vs_eff.jpeg ├── benchmarks.jpeg └── multiscale_forecast.jpeg ├── requirements.txt ├── scripts ├── .DS_Store ├── .ipynb_checkpoints │ ├── Bach-checkpoint.ipynb │ ├── Fermi–Pasta–Ulam-checkpoint.ipynb │ ├── Lorenz_96-checkpoint.ipynb │ ├── double_pendulum-checkpoint.ipynb │ ├── flower-checkpoint.ipynb │ ├── fluid-checkpoint.ipynb │ ├── ks_equation-checkpoint.ipynb │ ├── kuramoto_oscillator-checkpoint.ipynb │ ├── linear2D_dynamics_decoupling-checkpoint.ipynb │ ├── model_validation1-checkpoint.ipynb │ ├── model_validation2-checkpoint.ipynb │ ├── model_validation3-checkpoint.ipynb │ ├── motivating_example-checkpoint.ipynb │ ├── multiscale_linear-checkpoint.ipynb │ ├── multiscale_linear3-checkpoint.ipynb │ ├── nonlinear_example-checkpoint.ipynb │ ├── stiff_van_der_pol-checkpoint.ipynb │ ├── test_evenlope-checkpoint.ipynb │ └── visualize_increment-checkpoint.ipynb ├── multiscale_HiTS_exp │ ├── .ipynb_checkpoints │ │ ├── data_generation-checkpoint.ipynb │ │ ├── hybrid_timeSteppers-checkpoint.ipynb │ │ ├── model_training-checkpoint.ipynb │ │ ├── multiscale_HiTS-checkpoint.ipynb │ │ └── noisy_measurements-checkpoint.ipynb │ ├── data_generation.ipynb │ ├── hybrid_timeSteppers.ipynb │ ├── model_training.ipynb │ ├── multiscale_HiTS.ipynb │ └── noisy_measurements.ipynb ├── others │ ├── .ipynb_checkpoints │ │ ├── motivating_example-checkpoint.ipynb │ │ └── visualize_increment-checkpoint.ipynb │ ├── motivating_example.ipynb │ └── visualize_increment.ipynb └── sequence_generation_exp │ ├── .ipynb_checkpoints │ ├── Bach-checkpoint.ipynb │ ├── flower-checkpoint.ipynb │ ├── fluid-checkpoint.ipynb │ ├── ks_equation-checkpoint.ipynb │ └── seq_generations-checkpoint.ipynb │ ├── Bach.ipynb │ ├── flower.ipynb │ ├── fluid.ipynb │ ├── ks_equation.ipynb │ └── seq_generations.ipynb └── src ├── .DS_Store ├── .idea ├── encodings.xml ├── misc.xml ├── modules.xml ├── src.iml └── workspace.xml ├── 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