martavarela / EP-PINNsLinks
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.
☆27Updated 2 years ago
Alternatives and similar repositories for EP-PINNs
Users that are interested in EP-PINNs are comparing it to the libraries listed below
Sorting:
- ☆28Updated 2 years ago
- ☆61Updated 2 years ago
- PINN for obtaining WSS from sparse data☆64Updated last year
- This is the code of my master thesis.☆138Updated 3 months ago
- physics-informed neural network for elastodynamics problem☆143Updated 3 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆144Updated 6 months ago
- Implementation of PINNs in TensorFlow 2☆79Updated last year
- gPINN: Gradient-enhanced physics-informed neural networks☆93Updated 3 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆34Updated 3 months ago
- Predict the wall shear stress along the coronary artery using Deep Learning☆13Updated 3 years ago
- PINN program for computational mechanics☆116Updated last year
- A place to share problems solved with SciANN☆283Updated last year
- ☆33Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆149Updated 5 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆70Updated 3 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆105Updated 2 years ago
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆20Updated 2 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆180Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆57Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆236Updated 3 years ago
- A multi-physics finite element solver for patient-specific blood flow simulation including fluid-structure interaction and cardiac electr…☆42Updated last year
- PINN in solving Navier–Stokes equation☆106Updated 5 years ago
- B-PINN - Jax - HMC tutorial☆19Updated 2 years ago
- Original implementation of fast PINN optimization with RBA weights☆57Updated 3 months ago
- All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the…☆13Updated 5 years ago
- Physics-guided neural network framework for elastic plates☆42Updated 3 years ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆18Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆75Updated last year
- Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations☆9Updated 7 months ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆56Updated 4 years ago