Pinned Loading

1. mass_conservation_on_rails mass_conservation_on_rails Public

   Reproducible code for "Mass Conservation on Rails -- Rethinking Physics-Informed Learning of Ice Flow Vector Fields" (accepted to NeurIPS25 CCAI workshop)

   Python

2. dfNGP dfNGP Public

   Introducing divergence-free Neural Gaussian Processes (dfNGPs) a hybrid GP + NN model for modelling mass-conserving vector fields

   Jupyter Notebook 1

3. BedMachine_tutorial BedMachine_tutorial Public

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

   Jupyter Notebook 1

4. svgd svgd Public

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

   Jupyter Notebook 3

5. 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

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

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

   2