Chr1sC0de / DeepLearningForWallShearStressPredictionAndImageSegmentation
Predict the wall shear stress along the coronary artery using Deep Learning
☆13Updated 3 years ago
Alternatives and similar repositories for DeepLearningForWallShearStressPredictionAndImageSegmentation:
Users that are interested in DeepLearningForWallShearStressPredictionAndImageSegmentation are comparing it to the libraries listed below
- 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
- ☆27Updated 2 years ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆15Updated 2 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)☆26Updated this week
- Wall shear stress (WSS) calculation for 4D Flow MRI☆30Updated 9 months ago
- ☆31Updated 3 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆27Updated last week
- EP-PINNs implementation for 1D and 2D forward and inverse solvers for the Aliev-Panfilov cardiac electrophysiology model. Also includes M…☆20Updated 2 years ago
- ☆57Updated 2 years ago
- svMultiPhysics is an open-source, parallel, finite element multi-physics solver.☆16Updated 3 weeks ago
- Code and data in support of publication on Cardiac PINN☆20Updated 3 years ago
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis☆27Updated 6 years ago
- FEniCSx-based cardiovascular multi-physics solver☆40Updated 2 weeks ago
- Physics-informed neural networks for identifying material properties in solid mechanics☆17Updated last year
- A collection of tools for manipulation of morphological features in patient-specific geometries☆31Updated 6 months ago
- ☆12Updated this week
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆11Updated last year
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆26Updated 5 years ago
- ☆11Updated last year
- ☆29Updated last year
- A library for coronary artery reconstruction from angriography, OCT + angiography, (specifically for CFD usage) statistical shape modelli…☆14Updated 2 weeks ago
- ☆49Updated last year
- Level set modeling of multi-phase flow in a velocity field using the finite element and finite volume methods☆27Updated 6 years ago
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆19Updated 3 years ago
- Fluid-Structure Interaction Analysis Using FEM and UVLM☆23Updated last month
- A collection of tools for pre-processing, simulating, and post-processing vascular morphologies.☆16Updated 2 weeks ago
- This repo contains matlab code for multiscale finite element method☆47Updated 6 years ago
- ☆22Updated 4 years ago
- Robust 3D Level Set Method for Evolving Fronts on Complex Unstructured Meshes☆13Updated 6 years ago