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alisonpeard/README.md

Hi there 👋

I'm a DPhil Student at the Oxford Environmental Change Institute and part of the Oxford Programme for Sustainable Infrastructure Solutions (OPSIS). I'm currently working on deep learning methods for estimating coastal flood hazards over large scales using deep generative modelling and extreme value theory.

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  1. hazGAN hazGAN Public

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

    Python

  2. geospatial_utils geospatial_utils Public

    Helpful functions for dealing with xarray and geopandas.

    Jupyter Notebook

  3. phytoplankton_dynamics phytoplankton_dynamics Public

    Exploration of 1D phytoplankton dynamics in a 1D column of freshwater. AM4090 Applied Mathematics project University College Cork 2020.

    Jupyter Notebook

  4. numerical-wave-models numerical-wave-models Public

    Developing Python implementation of simplified nearshore spectral wave models.

    Jupyter Notebook