├── LICENSE ├── README.md ├── data_generation ├── README.md ├── create_dataset.py ├── create_sample.py ├── env_datagen.yml └── simulation.py ├── environment.yml ├── fno_field_prediction ├── __init__.py ├── data │ ├── __init__.py │ ├── fno_unet_data.py │ └── vae_data.py ├── loss_functions.py └── models │ ├── __init__.py │ ├── _base.py │ ├── fno.py │ ├── tfno.py │ ├── unet.py │ └── vae.py ├── inverse_design_3d.py ├── slurm ├── gen_data_2d.slurm ├── gen_data_3d.slurm ├── train_fno2d.slurm ├── train_fno3d.slurm ├── train_unet.slurm ├── train_vae2d.slurm └── train_vae3d.slurm ├── train_surrogates.py └── train_vae.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tfp-photonics/neurop_invdes/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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