├── .gitignore ├── Code ├── Data │ ├── FHN │ │ ├── 0_data_gen.py │ │ ├── 1_creating_figures.py │ │ ├── 2_create_training_data.py │ │ ├── 3_data_gen_test.py │ │ ├── 4_create_test_data.py │ │ ├── Data │ │ │ ├── data_max.txt │ │ │ ├── data_min.txt │ │ │ └── dt.txt │ │ ├── InitialConditions │ │ │ ├── y00u.txt │ │ │ ├── y00v.txt │ │ │ ├── y01u.txt │ │ │ ├── y01v.txt │ │ │ ├── y02u.txt │ │ │ ├── y02v.txt │ │ │ ├── y03u.txt │ │ │ ├── y03v.txt │ │ │ ├── y04u.txt │ │ │ ├── y04v.txt │ │ │ ├── y05u.txt │ │ │ ├── y05v.txt │ │ │ └── y0x.txt │ │ └── Utils │ │ │ ├── data_generation_single_ic.py │ │ │ ├── lattice_boltzmann_fitzhugh_nagumo.py │ │ │ ├── run_lb_fhn_ic.py │ │ │ └── run_lb_fhn_ic_long.py │ └── KSGP64L22 │ │ ├── 0_data_generation.py │ │ ├── 1_create_training_data.py │ │ ├── Data │ │ ├── data_max.txt │ │ ├── data_min.txt │ │ └── dt.txt │ │ └── Utils │ │ └── KS.py ├── Experiments │ ├── FHN │ │ ├── Daint │ │ │ ├── Greasy │ │ │ │ ├── P0_greasy_AE_RNN.sh │ │ │ │ ├── P0_greasy_AE_RNN_make_tasks.py │ │ │ │ ├── P1_greasy_AE_RNN_end2end.sh │ │ │ │ ├── P1_greasy_AE_RNN_end2end_make_tasks.py │ │ │ │ ├── P2_greasy_AE_RC.sh │ │ │ │ ├── P2_greasy_AE_RC_make_tasks.py │ │ │ │ ├── P3_greasy_AE_SINDy.sh │ │ │ │ ├── P3_greasy_AE_SINDy_make_tasks.py │ │ │ │ ├── P4_greasy_AE_MLP.sh │ │ │ │ ├── P4_greasy_AE_MLP_make_tasks.py │ │ │ │ ├── S0_greasy_AE.sh │ │ │ │ ├── S0_greasy_AE_make_tasks.py │ │ │ │ ├── S1_greasy_PCA.sh │ │ │ │ ├── S1_greasy_PCA_make_tasks.py │ │ │ │ ├── S2_greasy_DMAPS.sh │ │ │ │ ├── S2_greasy_DMAPS_make_tasks.py │ │ │ │ ├── S3_greasy_AECNN.sh │ │ │ │ └── S3_greasy_AECNN_make_tasks.py │ │ │ ├── get_results_from_daint_to_barry.sh │ │ │ ├── get_results_from_daint_to_barry_evaluation_data.sh │ │ │ ├── get_results_from_daint_to_barry_to_run.sh │ │ │ ├── get_results_from_daint_to_hippo_tmux.sh │ │ │ ├── get_results_from_daint_to_local.sh │ │ │ ├── parse.py │ │ │ ├── quota_problems_transfer_files2project.sh │ │ │ └── run_experiment_greasy.sh │ │ └── Local │ │ │ ├── 0_PCA.sh │ │ │ ├── 1_PCA_RC.sh │ │ │ ├── 2_PCA_SINDy.sh │ │ │ ├── 3_PCA_RNN.sh │ │ │ ├── 4_AE.sh │ │ │ ├── 5_AE_RNN.sh │ │ │ ├── 6_AE_RC.sh │ │ │ ├── 7_AE-RNN-end2end (paper).sh │ │ │ └── 8_AE (paper).sh │ ├── KSGP64L22 │ │ ├── Daint │ │ │ ├── Greasy │ │ │ │ ├── P0_greasy_AE_RNN.sh │ │ │ │ ├── P0_greasy_AE_RNN_make_tasks.py │ │ │ │ ├── P1_greasy_AE_RNN_end2end.sh │ │ │ │ ├── P1_greasy_AE_RNN_end2end_make_tasks.py │ │ │ │ ├── P2_greasy_AE_RC.sh │ │ │ │ ├── P2_greasy_AE_RC_make_tasks.py │ │ │ │ ├── P3_greasy_AE_SINDy.sh │ │ │ │ ├── P3_greasy_AE_SINDy_make_tasks.py │ │ │ │ ├── P4_greasy_AE_MLP.sh │ │ │ │ ├── P4_greasy_AE_MLP_make_tasks.py │ │ │ │ ├── P5_greasy_RNN.sh │ │ │ │ ├── P5_greasy_RNN_make_tasks.py │ │ │ │ ├── P6_greasy_RC.sh │ │ │ │ ├── P6_greasy_RC_make_tasks.py │ │ │ │ ├── S0_greasy_AE.sh │ │ │ │ ├── S0_greasy_AE_make_tasks.py │ │ │ │ ├── S1_greasy_PCA.sh │ │ │ │ ├── S1_greasy_PCA_make_tasks.py │ │ │ │ ├── S2_greasy_DMAPS.sh │ │ │ │ ├── S2_greasy_DMAPS_make_tasks.py │ │ │ │ ├── S3_greasy_AECNN.sh │ │ │ │ └── S3_greasy_AECNN_make_tasks.py │ │ │ ├── get_results_from_daint_to_barry.sh │ │ │ ├── get_results_from_daint_to_barry_to_run.sh │ │ │ ├── get_results_from_daint_to_hippo_tmux.sh │ │ │ ├── get_results_from_daint_to_local.sh │ │ │ ├── parse.py │ │ │ ├── quota_problems_transfer_files2project.sh │ │ │ └── run_experiment_greasy.sh │ │ └── Local │ │ │ ├── 0_PCA.sh │ │ │ ├── 1_PCA_RC.sh │ │ │ ├── 2_PCA_SINDy.sh │ │ │ ├── 3_PCA_RNN.sh │ │ │ ├── 4_AE.sh │ │ │ ├── 5_AE_RNN.sh │ │ │ ├── 6_AE_RC.sh │ │ │ └── others │ │ │ ├── 0_CNN-RNN.sh │ │ │ └── 1_CNN-RNN_multiscale.sh │ └── cylReLEDStudyHR │ │ ├── Daint │ │ ├── Greasy │ │ │ ├── A1P1_greasy_PCA_RNN.sh │ │ │ ├── A1P1_greasy_PCA_RNN_make_tasks.py │ │ │ ├── A1P2_greasy_PCA_RC.sh │ │ │ ├── A1P2_greasy_PCA_RC_make_tasks.py │ │ │ ├── A1P3_greasy_PCA_SINDy.sh │ │ │ ├── A1P3_greasy_PCA_SINDy_make_tasks.py │ │ │ ├── A1_greasy_PCA.sh │ │ │ ├── A1_greasy_PCA_make_tasks.py │ │ │ ├── A2P1_greasy_AECNN_RNN.sh │ │ │ ├── A2P1_greasy_AECNN_RNN_make_tasks.py │ │ │ ├── A2P2_greasy_AECNN_RC.sh │ │ │ ├── A2P2_greasy_AECNN_RC_make_tasks.py │ │ │ ├── A2P3_greasy_AECNN_SINDy.sh │ │ │ ├── A2P3_greasy_AECNN_SINDy_make_tasks.py │ │ │ ├── A2_greasy_AECNN.sh │ │ │ ├── A2_greasy_AECNN_make_tasks.py │ │ │ ├── MA1P1_greasy_PCA_RNN.sh │ │ │ ├── MA1P1_greasy_PCA_RNN_make_tasks.py │ │ │ ├── MA2P1_greasy_AECNN_RNN.sh │ │ │ ├── MA2P1_greasy_AECNN_RNN_make_tasks.py │ │ │ ├── WW_greasy_CNNaSPACEoDYSSEY.sh │ │ │ └── WW_greasy_CNNaSPACEoDYSSEY_make_tasks.py │ │ ├── Horovod100 │ │ │ ├── HVD_AECNN_1.sh │ │ │ ├── HVD_AECNN_2.sh │ │ │ ├── HVD_AECNN_3.sh │ │ │ ├── HVD_AECNN_4.sh │ │ │ ├── HVD_AECNN_5.sh │ │ │ ├── HVD_AECNN_6.sh │ │ │ └── HVD_debug.sh │ │ ├── Horovod1000 │ │ │ ├── HVD_AECNN_1.sh │ │ │ ├── HVD_AECNN_2.sh │ │ │ ├── HVD_AECNN_3.sh │ │ │ ├── HVD_AECNN_4.sh │ │ │ ├── HVD_AECNN_5.sh │ │ │ └── HVD_AECNN_6.sh │ │ ├── README_videos_in_barry.sh │ │ ├── clear_daint_pickle_files.sh │ │ ├── get_results_from_daint_to_barry_to_run.sh │ │ ├── get_results_from_daint_to_hippo_tmux.sh │ │ ├── get_results_from_daint_to_local.sh │ │ ├── get_results_from_daint_to_local_figures.sh │ │ ├── parse.py │ │ ├── quota_problems_transfer_files2project.sh │ │ ├── run_experiment_greasy.sh │ │ └── run_experiment_hvd.sh │ │ └── Local │ │ ├── 0_CRNN.sh │ │ ├── 1_AE-RC.sh │ │ ├── 2_AE-SINDy.sh │ │ ├── 3_dimred_RNN.sh │ │ ├── 4_AE.sh │ │ ├── cylRe1000_barry.sh │ │ ├── cylRe1000_barry_demo.sh │ │ ├── cylRe100_barry.sh │ │ ├── cylRe100_barry_demo.sh │ │ └── dimred_RNN-structured.sh ├── Methods │ ├── Codebase │ │ ├── Multiscale │ │ │ ├── utils_multiscale.py │ │ │ ├── utils_multiscale_plotting.py │ │ │ ├── utils_multiscale_structured.py │ │ │ └── utils_multiscale_unstructured.py │ │ ├── Networks │ │ │ ├── __init__.py │ │ │ ├── activations.py │ │ │ ├── beta_vae.py │ │ │ ├── bptta_module.py │ │ │ ├── common_plot.py │ │ │ ├── common_testing.py │ │ │ ├── conv_mlp_model_1D.py │ │ │ ├── conv_mlp_model_2D.py │ │ │ ├── conv_rnn_cell_1D.py │ │ │ ├── conv_rnn_cell_2D.py │ │ │ ├── crnn.py │ │ │ ├── crnn_model.py │ │ │ ├── diffmaps.py │ │ │ ├── dimred.py │ │ │ ├── dimred_rc.py │ │ │ ├── dimred_rnn.py │ │ │ ├── dimred_rnn_model.py │ │ │ ├── dimred_sindy.py │ │ │ ├── dummy.py │ │ │ ├── interpolation_layer.py │ │ │ ├── mlp_autoencoders.py │ │ │ ├── rnn_mlp_wrapper.py │ │ │ └── zoneoutlayer.py │ │ ├── Systems │ │ │ ├── FHN │ │ │ │ ├── __init__.py │ │ │ │ ├── microdynamics_fhn.py │ │ │ │ └── utils_processing_fhn.py │ │ │ ├── KS │ │ │ │ ├── __init__.py │ │ │ │ ├── ks_solver │ │ │ │ │ └── KS.py │ │ │ │ ├── microdynamics_ks.py │ │ │ │ ├── utils_plotting_ks.py │ │ │ │ └── utils_processing_ks.py │ │ │ ├── __init__.py │ │ │ ├── cylRe │ │ │ │ ├── utils_cylRe.py │ │ │ │ ├── utils_cylRe_drug.py │ │ │ │ └── utils_cylRe_plotting.py │ │ │ ├── system_multiscale.py │ │ │ ├── system_plotting.py │ │ │ ├── system_processing.py │ │ │ └── system_utils.py │ │ ├── Utils │ │ │ ├── __init__.py │ │ │ ├── utils_data.py │ │ │ ├── utils_gpu.py │ │ │ ├── utils_metrics.py │ │ │ ├── utils_networks.py │ │ │ ├── utils_plotting.py │ │ │ ├── utils_processing.py │ │ │ ├── utils_scalers.py │ │ │ ├── utils_sindy.py │ │ │ ├── utils_statistics.py │ │ │ └── utils_time.py │ │ └── __init__.py │ ├── Config │ │ ├── __init__.py │ │ └── global_conf.py │ ├── Parser │ │ ├── __init__.py │ │ ├── argparser.py │ │ ├── parser_ae.py │ │ ├── parser_crnn.py │ │ ├── parser_dimred.py │ │ ├── parser_rc.py │ │ ├── parser_rnn.py │ │ ├── parser_sindy.py │ │ ├── parser_system.py │ │ └── parser_testing.py │ └── RUN.py └── PostProcessing │ ├── General │ ├── A0_make_performance_tables_AUTOENCODERS.py │ ├── A1_make_performance_tables_RNNS.py │ ├── Strong_scaling_plot.py │ └── Utils │ │ └── utils.py │ └── LED │ ├── A0_make_performance_tables.py │ ├── A1_make_performance_tables.py │ ├── B0_make_performance_tables_train.py │ ├── F10_contours_cylRe.py │ ├── F11_latent_fourier.py │ ├── F1_dimred_error_wrt_latent_dim.py │ ├── F1_training_time.py │ ├── F2_field_wrt_models.py │ ├── F3_field_wrt_multiscale_ratio.py │ ├── F4_speedup_wrt_multiscale_ratio.py │ ├── F4_speedup_wrt_multiscale_ratio_cylRe.py │ ├── F5_KS_error_wrt_models_and_time.py │ ├── F7_FHN_autoencoders_mnad_vs_latent_dim_plots.py │ ├── F8_FHN_autoencoders_contours.py │ ├── F9_FHN_latent_dynamics_comparison.py │ ├── F9_latent_dynamics_comparison_PCA.py │ ├── F9c_attractor_comparison_KS.py │ ├── FHN │ ├── FHN_result_prediction_ic1_horizon1000 │ │ └── Trained_Models │ │ │ └── ARNN-scaler_MinMaxZeroOne-OPT_adabelief-LR_0.001-NL_0.0-L2_0.0-RS_7-AUTO_3x100-ACT_celu-DKP_1.0-LD_2-C_lstm-R_1x32-SL_20-LFO_1-LFL_1 │ │ │ └── model │ └── FHN_result_prediction_ic1_horizon451 │ │ └── Trained_Models │ │ └── ARNN-scaler_MinMaxZeroOne-OPT_adabelief-LR_0.001-NL_0.0-L2_0.0-RS_7-AUTO_3x100-ACT_celu-DKP_1.0-LD_2-C_lstm-R_1x32-SL_20-LFO_1-LFL_1 │ │ └── model │ ├── Utils │ └── utils.py │ ├── get_results_from_barry.sh │ ├── make_figure_barry.sh │ └── make_figure_daint.sh ├── README.md └── 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