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Approximating the Posterior
:octocat:
Approximating the Posterior

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danielkelshaw/README.md

Hello! I am currently a PhD student @ImperialCollege. My research lies at the intersection of machine learning, physics, and differential geometry. The goal of this research is to leverage reduced-order models for high-dimensional, complex physical phenomena - utilising tools from differential geometry and physics to operate directly on low-dimensional manifolds.

Previously, I worked as a machine learning research intern @NasaJPL, @ESA, @MindFoundry, @Dyson, and @BAESystems.

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  1. riemax riemax Public

    Riemannian geometry in JAX

    Python 13 2

  2. MagriLab/KolSol MagriLab/KolSol Public

    Pseudospectral Kolmogorov Flow Solver

    Python 34 3

  3. MagriLab/PISR MagriLab/PISR Public

    Physics-Informed Super-Resolution

    Python 9

  4. MagriLab/PICR MagriLab/PICR Public

    Physics-Informed Corruption Removal

    Jupyter Notebook 2

  5. WeightUncertainty WeightUncertainty Public

    PyTorch implementation of 'Weight Uncertainty in Neural Networks'

    Python 18 2

  6. BOLT BOLT Public

    Lattice Boltzmann Simulator

    C++ 2