├── .gitignore ├── LICENSE ├── README.md ├── coral ├── __init__.py ├── fno_models │ ├── FCN.py │ ├── __init__.py │ ├── basics.py │ ├── core.py │ ├── fourier1d.py │ ├── fourier2d.py │ ├── fourier3d.py │ ├── lowrank2d.py │ ├── tfno.py │ └── utils.py ├── fourier_features.py ├── gaussian_blur.py ├── grid_sample_2d.py ├── losses.py ├── mamba.py ├── metalearning.py ├── mfn.py ├── mlp.py ├── op.py ├── plot_modulations.py ├── siren.py ├── transformer.py └── utils │ ├── __init__.py │ ├── data │ ├── custom_fourier.ipynb │ ├── data.png │ ├── data_old.py │ ├── dynamics_dataset.py │ ├── fdata_imag.png │ ├── fdata_real.png │ ├── fourier_data.ipynb │ ├── graph_dataset.py │ ├── load_data.py │ ├── load_modulations.py │ ├── operator_dataset.py │ ├── parse_data.ipynb │ ├── setting.py │ └── visual_data.ipynb │ ├── film_conditioning.py │ ├── init_environ.py │ ├── interpolate.py │ ├── models │ ├── get_inr_reconstructions.py │ ├── load_baseline.py │ ├── load_dynamics.py │ ├── load_inr.py │ └── scheduling.py │ ├── normalizer.py │ └── plot.py ├── dynamics_modeling ├── config │ └── ode.yaml ├── eval.py └── train.py ├── figures └── gridmix.png ├── inr ├── config │ ├── siren.yaml │ └── siren_metagrid.yaml ├── inr_ddp.py └── inr_metagrid.py ├── repro_dynamics ├── navier-stokes │ ├── marble_ns_s1.sh │ ├── marble_ns_s1_bash.sh │ ├── marble_ns_s1_ode.sh │ ├── marble_ns_s1_ode_bash.sh │ ├── marble_ns_s2_samemetagrid.sh │ ├── marble_ns_s2_samemetagrid_bash.sh │ ├── marble_ns_s2_samemetagrid_ode.sh │ └── marble_ns_s2_samemetagrid_ode_bash.sh └── shallow-water │ ├── marble_sw_s1.sh │ ├── marble_sw_s1_bash.sh │ ├── marble_sw_s1_ode.sh │ ├── marble_sw_s1_ode_bash.sh │ ├── marble_sw_s2_samemetagrid.sh │ ├── marble_sw_s2_samemetagrid_bash.sh │ ├── marble_sw_s2_samemetagrid_ode.sh │ ├── marble_sw_s2_samemetagrid_ode_bash.sh │ └── marble_sw_s2_samemetagrid_ode_bash_2.sh ├── repro_static ├── airfoil │ ├── coral_inr.sh │ ├── coral_inr_bash.sh │ ├── marble_inr_ddp.sh │ ├── marble_inr_ddp_bash.sh │ ├── marble_regression.sh │ └── marble_regression_bash.sh ├── elasticity │ ├── coral_inr.sh │ ├── coral_inr_bash.sh │ ├── marble_inr.sh │ ├── marble_inr_bash.sh │ ├── marble_regression.sh │ └── marble_regression_bash.sh └── pipe │ ├── coral_inr.sh │ ├── coral_inr_bash.sh │ ├── marble_inr.sh │ ├── marble_inr_bash.sh │ ├── marble_regression.sh │ └── marble_regression_bash.sh ├── setup.py ├── static ├── config │ └── static │ │ ├── design.yaml │ │ └── regression.yaml ├── design_inr.py ├── design_inr_ddp.py ├── design_regression.py └── utilities3.py └── visualize.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeapLabTHU/GridMix/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LeapLabTHU/GridMix/HEAD/LICENSE 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