EP-PINNs implementation for 1D and 2D forward and inverse solvers for the Aliev-Panfilov cardiac electrophysiology model. Also includes Matlab finite-differences solver for data generation.
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Dec 7, 2022 - MATLAB
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cardiac-electrophysiology
Here are 7 public repositories matching this topic...
Code repository for machine learning for cardiac electrophysiology
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Jun 11, 2024 - Jupyter Notebook
Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.
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Sep 7, 2023 - Python
Machine Learning for Cardiac Electrical Imaging
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Sep 24, 2023 - Python
Code associated with a publication on the action potential model parameter representing missing charge
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Aug 2, 2023 - Python
Cardiac Electrophysiology MPI implementation for the Numerical Methods for PDEs (NMPDE) Course @POLIMI (Prof. Alfio Maria Quarteroni, TA Michele Bucelli)
mpi numerical-methods pde dealii finite-element-methods cardiac-electrophysiology monodomain-model bueno-orovio-model
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Sep 20, 2024 - C++
A Simulation Framework for Modeling Cardiac Electrophysiology and 12-Lead ECG Generation
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Feb 24, 2024 - Python
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