├── .gitignore ├── LICENSE ├── Project.yml ├── README.md ├── advection_diffusion ├── __init__.py ├── data_generation │ ├── README.md │ ├── generate_data.py │ ├── job_data.sh │ ├── job_process.sh │ └── process_data.py ├── dnn │ ├── job_hyper.sh │ ├── job_paper.sh │ ├── make_figures_hyper.py │ ├── train_dnn.py │ └── train_dnn.sbatch ├── func_to_func │ ├── job_efficiency.sh │ ├── job_hyper.sh │ ├── job_paper.sh │ ├── make_figures.py │ ├── make_figures_hyper.py │ ├── train_fno.py │ ├── train_fno.sbatch │ ├── train_fno1d2_local.py │ └── train_fno2d_local.py ├── func_to_vec │ ├── job_efficiency.sh │ ├── job_hyper.sh │ ├── job_paper.sh │ ├── make_figures.py │ ├── make_figures_hyper.py │ ├── train_fnf.py │ ├── train_fnf.sbatch │ ├── train_fnf1d_local.py │ └── train_fnf2d_local.py ├── helpers.py ├── make_figures_compare.py ├── make_figures_compare_paper.py ├── make_figures_io.py ├── vec_to_func │ ├── job_hyper.sh │ ├── job_paper.sh │ ├── make_figures_hyper.py │ ├── train_fnd.py │ └── train_fnd.sbatch └── vec_to_vec │ ├── job_hyper.sh │ ├── job_paper.sh │ ├── make_figures_hyper.py │ ├── train_fnn.py │ └── train_fnn.sbatch ├── airfoil ├── DNN │ ├── NACA.py │ ├── NACA.sbatch │ └── fno.sh ├── README.md ├── func_to_func │ ├── NACA.py │ ├── NACA.sbatch │ └── fno.sh ├── func_to_vec │ ├── NACA.py │ ├── NACA.sbatch │ └── fno.sh ├── vec_to_func │ ├── NACA.py │ ├── NACA.sbatch │ └── fno.sh └── vec_to_vec │ ├── NACA.py │ ├── NACA.sbatch │ └── fno.sh ├── homogenization ├── jobScripts │ ├── compute_Abar_data.sh │ ├── train_vor_f2v_hyp.sh │ ├── train_vor_f2v_size.sh │ ├── train_vor_v2f_hyp.sh │ ├── train_vor_v2f_size.sh │ ├── train_vor_v2v_hyp.sh │ └── train_vor_v2v_size.sh └── trainModels │ ├── Figures │ ├── data_size_compare.pdf │ ├── data_size_mean_compare.pdf │ └── make_err_data_fig.py │ ├── configs │ ├── data_size_configs_dnn │ │ └── gen_configs.py │ ├── data_size_configs_f2v │ │ └── gen_configs.py │ ├── data_size_configs_v2f │ │ └── gen_configs.py │ ├── data_size_configs_v2v │ │ └── gen_configs.py │ └── hyperparam_configs │ │ └── vor_dnn │ │ └── gen_configs.py │ ├── train_DNN_v2v_model.py │ ├── train_FNM_f2v_model.py │ ├── train_FNM_v2f_model.py │ ├── train_FNM_v2v_model.py │ └── trainedModels │ └── hyperparam_compare │ └── eval_hyp_params.py ├── linear ├── debug.sh ├── driver.py ├── driver.sbatch ├── job_ee.sh ├── job_ff.sh ├── plot_all.py ├── plot_compare.py ├── plot_single.py ├── qoi_closely_spaced.py ├── rates_theory.py ├── results │ ├── ee │ │ ├── M1000_logJ12_gam0_al0 │ │ │ ├── errors_qoi0.npy │ │ │ ├── errors_qoi1.npy │ │ │ ├── errors_qoi2.npy │ │ │ └── n_list.npy │ │ ├── M1000_logJ12_gam0_al1 │ │ │ ├── errors_qoi0.npy │ │ │ ├── errors_qoi1.npy │ │ │ └── errors_qoi2.npy │ │ └── M1000_logJ12_gam0_al2 │ │ │ ├── errors_qoi0.npy │ │ │ ├── errors_qoi1.npy │ │ │ └── errors_qoi2.npy │ └── ff │ │ ├── M1000_logJ12_gam0_al0 │ │ ├── errors_qoi0.npy │ │ ├── errors_qoi1.npy │ │ ├── errors_qoi2.npy │ │ └── n_list.npy │ │ ├── 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