sukjulian / segnn-hemodynamicsLinks
Official implementation of SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets
☆16Updated last month
Alternatives and similar repositories for segnn-hemodynamics
Users that are interested in segnn-hemodynamics are comparing it to the libraries listed below
Sorting:
- Code and data in support of publication on Cardiac PINN☆22Updated 4 years ago
- Official implementation of mesh neural networks for SE(3)-equivariant hemodynamics estimation on the artery wall☆54Updated last month
- ☆62Updated 2 years 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
- ☆34Updated 4 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆38Updated 6 months ago
- A novel graph U-net architecture☆20Updated last year
- A collection of tools for manipulation of morphological features in patient-specific geometries☆33Updated last year
- ☆30Updated 2 years ago
- FEniCSx-based cardiovascular multi-physics solver☆54Updated this week
- ☆22Updated 4 years ago
- A Mesh-free Topology Optimization Method using Neural Representations☆37Updated 3 years ago
- A multi-physics finite element solver for patient-specific blood flow simulation including fluid-structure interaction and cardiac electr…☆43Updated last year
- A C++ solver for blood flow and pressure in deformable 1D hemodynamic networks☆18Updated 7 months ago
- PINN for obtaining WSS from sparse data☆67Updated last year
- Code for the Master's thesis: "Evaluation and improvements to Mesh Graph Nets for Computational Fluid Dynamics Simulations" which is buil…☆12Updated last year
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆35Updated 3 months ago
- Codebase for the Poisson CNN paper☆12Updated 3 years ago
- ☆37Updated 7 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- ☆39Updated 2 years ago
- A collection of tools for pre-processing, simulating, and post-processing vascular morphologies.☆17Updated 6 months ago
- Implementation of the 1D blood flow equations using FEniCS☆22Updated 6 years ago
- Simple programs used with the SimVascular application suite.☆11Updated 3 years ago
- Implementation of PhysGNN (Accepted at NeurIPS2022)☆24Updated 2 years ago
- Interfacing AI with numerical simulation.☆45Updated 6 months ago
- Physics-informed radial basis network☆32Updated last year
- Rewrite deepmind/meshgraphnets into pytorch☆93Updated 3 years ago
- Wall shear stress (WSS) calculation for 4D Flow MRI☆33Updated last year
- Code repo for Fluid Graph Network☆24Updated 3 years ago