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.
☆34Dec 7, 2022Updated 3 years ago
Alternatives and similar repositories for EP-PINNs
Users that are interested in EP-PINNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- About Partial Differential Equations (PDEs) of 2D Heat Transfer is solved by Physic-Informed Neural Network (PINN), while time is discret…☆14May 14, 2024Updated last year
- This is a repository containing the different MATLAB codes and the .mat archives with the data samples that are referenced to within my t…☆16Jun 23, 2022Updated 3 years ago
- Open-source Python package for a wide range of tasks in modeling cardiac electrophysiology using finite-difference methods.☆12Mar 20, 2026Updated last week
- ☆11Aug 30, 2023Updated 2 years ago
- biv-me is a repository for creating personalised 3D+t biventricular meshes from cardiac magnetic resonance imaging. Developed and maintai…☆34Oct 21, 2025Updated 5 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Enabling in Silico Clinical Trials with Cardiac Digital Twins: Data-driven Calibration of Human Biventricular Activation and Repolarisati…☆28Feb 3, 2026Updated last month
- A Julia package for solving the 2D and 3D acoustic Full Waveform Inversion on a regular rectangular mesh.☆14Feb 8, 2020Updated 6 years ago
- Quantifying Uncertainty in Local Activation Time Interpolation☆10Aug 10, 2021Updated 4 years ago
- Variational Physics-Informed Neural Networks For the Helmholtz Impedance Problem☆10Sep 25, 2023Updated 2 years ago
- ☆13Apr 12, 2023Updated 2 years ago
- Original implementation of fast PINN optimization with RBA weights☆71Sep 11, 2025Updated 6 months ago
- This is a reverse algorithem for GCV method that removes the signal and keep the background noise☆10Jun 30, 2020Updated 5 years ago
- Implementation of PINNs for burger's and Navier-Stokes equation with PyTorch☆11May 23, 2024Updated last year
- 2D Lid Driven Cavity Flow Simulations: FEM vs FDM vs SIMPLE☆15Jun 2, 2019Updated 6 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆16Feb 17, 2025Updated last year
- A MXNet implementation for PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation☆16Jan 16, 2018Updated 8 years ago
- ☆14Sep 23, 2024Updated last year
- ☆15Jul 3, 2023Updated 2 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆12May 11, 2025Updated 10 months ago
- Domain adaptation framework for segmentation via reinforcement learning.☆13Oct 13, 2025Updated 5 months ago
- ☆13Apr 7, 2022Updated 3 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆46Mar 2, 2026Updated 3 weeks ago
- Sensor Fault Diagnosis with Physics Informed Transfer Learning☆13Jan 26, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- MATLAB toolbox for training and validating PGNN-based feedforward controllers.☆14Apr 13, 2023Updated 2 years ago
- [MedIA'22] Generative myocardial motion tracking via latent space exploration with biomechanics-informed prior☆12Apr 3, 2024Updated last year
- ☆12Jan 28, 2026Updated 2 months ago
- ☆14Jan 9, 2025Updated last year
- Various Palabos examples☆11Oct 21, 2013Updated 12 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆58May 16, 2024Updated last year
- Pruned CoTracker architecture for tracking the myocardium in 2D echo images.☆19May 6, 2025Updated 10 months ago
- Efficiently solve the 2D heat equation using a Physics-Informed Neural Network (PINN). Simulate and predict temperature distributions wit…☆11Dec 15, 2023Updated 2 years ago
- FEM enhanced neural network☆20Nov 27, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A free, open-source tool for modeling chemical reaction networks in Python☆13Feb 19, 2026Updated last month
- Heat Equation FEM and PINN solver☆10Apr 24, 2022Updated 3 years ago
- Framework to enable the inference of a high resolution personalized 4D (3D plus time) surface mesh of the cardiac structures from 2D echo…☆44Sep 12, 2024Updated last year
- A 🔥 L-BFGS optimizer in Julia.☆14Oct 6, 2019Updated 6 years ago
- A source code to replicate Sakaue S. et al. Nat Commun. 2020.☆15Oct 29, 2020Updated 5 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Nov 3, 2021Updated 4 years ago
- Deep learning for 12-lead ECG classification☆12Jul 6, 2023Updated 2 years ago