Xtaltec / DL-surrogate-CFD-LAA
All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage" from STACOM 2019
☆13Updated 5 years ago
Alternatives and similar repositories for DL-surrogate-CFD-LAA:
Users that are interested in DL-surrogate-CFD-LAA are comparing it to the libraries listed below
- ☆28Updated 2 years ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆15Updated 2 years ago
- Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations☆9Updated 4 months ago
- Predict the wall shear stress along the coronary artery using Deep Learning☆13Updated 3 years ago
- A multi-physics finite element solver for patient-specific blood flow simulation including fluid-structure interaction and cardiac electr…☆35Updated last year
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆27Updated last month
- ☆57Updated 2 years ago
- Code and data in support of publication on Cardiac PINN☆20Updated 4 years ago
- FEniCSx-based cardiovascular multi-physics solver☆41Updated last month
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis☆27Updated 6 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆20Updated 4 years ago
- Multi-head attention network for airfoil flow field prediction☆12Updated 2 years ago
- ☆29Updated last year
- A C++ solver for blood flow and pressure in deformable 1D hemodynamic networks☆17Updated last month
- Openfoam library for physiological flow. Solvers and boundary conditions.☆19Updated 7 years ago
- EP-PINNs implementation for 1D and 2D forward and inverse solvers for the Aliev-Panfilov cardiac electrophysiology model. Also includes M…☆21Updated 2 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆30Updated last month
- Simple programs used with the SimVascular application suite.☆10Updated 2 years ago
- svMultiPhysics is an open-source, parallel, finite element multi-physics solver.☆16Updated last month
- Example case for OpenFOAM overset meshing with dynamic meshes. This case has two contra rotating 60mm propellers that are inline with one…☆10Updated 3 years ago
- A high performance parallel lattice-Boltzmann code for large scale fluid flow in complex geometries☆37Updated 10 months ago
- OpenFOAM examples for data-driven ML and ROM☆16Updated last year
- This repository is a beginner-friendly introduction to Computational Fluid Dynamics (CFD) for those interested in developing their own CF…☆11Updated last year
- A collection of tools for manipulation of morphological features in patient-specific geometries☆32Updated 7 months ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆27Updated 5 years ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆26Updated last year
- OpenFOAM Python Parser, parse data in OpenFOAM output files to Numpy array.☆15Updated last year
- Laminar flow prediction using graph neural networks☆28Updated 3 months ago
- A collection of tools for pre-processing, simulating, and post-processing vascular morphologies.☆16Updated last month