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1. RolnickLab/constrained-downscaling RolnickLab/constrained-downscaling Public

   A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.

   Python 76 8

2. deep-downscaling-overview deep-downscaling-overview Public

   A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.

   91 17

3. aerosol-microphysics-emulation aerosol-microphysics-emulation Public

   A project on emulating an aerosol microphysics model, including physical constraints in the Deep Learning architecture.

   Python 5

4. SpectralAdversarialDefense SpectralAdversarialDefense Public

   Detecting adversarial attacks uses Fourier analysis.

   Python 7 4

5. constrained-downscaling constrained-downscaling Public

   A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.

   Python 11 1

6. hackathon-ci-2020 hackathon-ci-2020 Public

   Code from Hackathon CI2020

   Python 15