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  1. ice_thickness ice_thickness Public

    Physics-informed hard-constrained ice flux interpolations using divergence-free NNs & GPs

    Jupyter Notebook 1

  2. BedMachine_tutorial BedMachine_tutorial Public

    Loading, processing, visualising, and projecting BedMachine data with Python

    Jupyter Notebook 1

  3. svgd svgd Public

    Implementation of Stein Variation Gradient Descent (SVGD) to learn more about Stein

    Jupyter Notebook 1

  4. mass_balance_ConvNP mass_balance_ConvNP Public

    Model spatio-temporal surface mass balance (smb) over Antarctica with Convolutional Neural Process (ConvNP) using deepsensor

    Jupyter Notebook

  5. massconserving_aerosols massconserving_aerosols Public

    Developing an alternative approach for mass-conserving aerosol physics models of the atmosphere

    Jupyter Notebook

  6. antarctica-data-sets antarctica-data-sets Public

    Overview of data sets for potential use in Applied AI research spanning the Antarctic continent.