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DPhil project: Extreme value theory and GANs to generate compound coastal hazards (wind speed + sea level pressure) from ERA5 reanalysis data over the Bay of Bengal. In development...

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Hazard GAN

Wasserstein GAN to generate multivariate windstorm footprints over the Bay of Bengal. fig2 In development

Installation

git clone [email protected]:alisonpeard/hazGAN.git
cd environments
mamba create -f apple-silicon.yaml # or other OS env
mamba activate hazGAN
cd ..
python -m pip install -e .

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DPhil project: Extreme value theory and GANs to generate compound coastal hazards (wind speed + sea level pressure) from ERA5 reanalysis data over the Bay of Bengal. In development...

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