sukjulian / segnn-hemodynamics
Official implementation of SE(3) symmetry lets graph neural networks learn arterial velocity estimation from small datasets
☆13Updated 9 months ago
Alternatives and similar repositories for segnn-hemodynamics:
Users that are interested in segnn-hemodynamics are comparing it to the libraries listed below
- Official implementation of mesh neural networks for SE(3)-equivariant hemodynamics estimation on the artery wall☆46Updated 4 months ago
- Scale-invariant Learning by Physics Inversion (NeurIPS 2022)☆10Updated 2 years ago
- ☆21Updated last year
- 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
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- ☆29Updated last year
- ☆10Updated 3 months ago
- Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics (NeurIPS '22)☆49Updated 8 months ago
- Code and data in support of publication on Cardiac PINN☆20Updated 3 years ago
- MeshGraphNets (MGN)☆61Updated last year
- A collection of tools for manipulation of morphological features in patient-specific geometries☆31Updated 4 months ago
- A C++ solver for blood flow and pressure in deformable 1D hemodynamic networks☆16Updated last year
- MR elastography with physics-informed neural networks☆11Updated last year
- A software to edit, model and mesh vascular networks from centerlines.☆19Updated 11 months ago
- Differentiable Spline Approximations☆11Updated last year
- polyfem python bindings☆20Updated 6 months ago
- PENN code for NeurIPS 2022☆38Updated 2 years ago
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Updated last year
- Generative turbulence model TurbDiff as proposed in "From Zero to Turbulence: Generative Modeling for 3D Flow Simulation", ICLR 2024☆15Updated 8 months ago
- A python class for scientific visualization of 3D objects with VTK☆15Updated 5 years ago
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆32Updated 4 years ago
- Official implantation of: OReX Object Reconstruction from Planar Cross-sections Using Neural Fields☆17Updated last year
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆38Updated last year
- ☆11Updated 3 years ago
- patches for Dirk-Jan Kroon's Fast Marching Matlab Toolbox☆11Updated 10 years ago
- ☆14Updated last year
- Codebase for the Poisson CNN paper☆12Updated 2 years ago
- Mixed (structured/unstructured) 3D mesh generator based on curved cuboid elements (primitives)☆18Updated 3 months 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
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆38Updated last year