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  • Imperial College London
  • London, UK

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  1. 2D-3D-EP-PINNs 2D-3D-EP-PINNs Public

    Simulations of cardiac electrophysiology with physics-informed neural networks (PINNs) in 2D and 3D geometries

    Python 8 1

  2. EP-PINNs-for-drugs EP-PINNs-for-drugs Public

    Physics-informed neural network to characterise the effects of anti-arrhythmic drugs on the electrophysiological parameters of the heart.

    Jupyter Notebook 3 2

  3. PINNs-tutorial-MICCAI-2024 PINNs-tutorial-MICCAI-2024 Public

    Data Learning meets Computational Modelling: Successfully using Physics-Informed Neural Networks for Biomedical Applications. A MICCAI 2024 tutorial in Marrakesh, Morocco (6th October 2024)

    Jupyter Notebook 2 4

  4. github-slideshow github-slideshow Public

    A robot powered training repository 🤖

    Ruby

  5. PredatorPreyModel PredatorPreyModel Public

    PINNs code for a 3-species predator-prey model

    Jupyter Notebook

  6. PirateNetsCardiacEP PirateNetsCardiacEP Public

    Implementation of PirateNets for cardiac EP models

    Python 1