paulaharder
Ph.D. student Machine Learning and Climate Modeling
ITWM FraunhoferKaiserslautern, Germany
Pinned Repositories
aerosol-microphysics-emulation
A project on emulating an aerosol microphysics model, including physical constraints in the Deep Learning architecture.
ClimateCrisisHackathon_AIArt
Climate AI art for a hackathon
constrained-downscaling
A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
deep-downscaling-overview
A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
DLseminar
Seminars of the High Performance Center Simulation and Software Based Innovation
dynamic-boundary-cahn-hilliard
Solving Cahn-Hilliard with dynamic boundary conditions.
hackathon-ci-2020
Code from Hackathon CI2020
hackathon-ci-22
Predicting droughts using ML.
SpectralAdversarialDefense
Detecting adversarial attacks uses Fourier analysis.
constrained-downscaling
A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
paulaharder's Repositories
paulaharder/deep-downscaling-overview
A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
paulaharder/hackathon-ci-2020
Code from Hackathon CI2020
paulaharder/constrained-downscaling
A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.
paulaharder/SpectralAdversarialDefense
Detecting adversarial attacks uses Fourier analysis.
paulaharder/aerosol-microphysics-emulation
A project on emulating an aerosol microphysics model, including physical constraints in the Deep Learning architecture.
paulaharder/hackathon-ci-22
Predicting droughts using ML.
paulaharder/ClimateCrisisHackathon_AIArt
Climate AI art for a hackathon
paulaharder/DLseminar
Seminars of the High Performance Center Simulation and Software Based Innovation
paulaharder/dynamic-boundary-cahn-hilliard
Solving Cahn-Hilliard with dynamic boundary conditions.
paulaharder/paulaharder.github.io
Repo for a simple personal website.
paulaharder/climate-informatics-2023
Conference website for Climate Informatics 2023.