EndritPJ / CFD_Machine_LearningLinks
☆30Updated 3 years ago
Alternatives and similar repositories for CFD_Machine_Learning
Users that are interested in CFD_Machine_Learning are comparing it to the libraries listed below
Sorting:
- All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the…☆13Updated 6 years ago
- A multi-physics finite element solver for patient-specific blood flow simulation including fluid-structure interaction and cardiac electr…☆46Updated 2 years ago
- ☆62Updated 2 years ago
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆42Updated 6 months ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆19Updated 3 years ago
- PINN for obtaining WSS from sparse data☆71Updated last year
- ☆21Updated 2 years ago
- ☆45Updated 3 years ago
- ☆35Updated 4 years ago
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆23Updated 2 years ago
- This repository is a beginner-friendly introduction to Computational Fluid Dynamics (CFD) for those interested in developing their own CF…☆18Updated 2 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆42Updated 9 months ago
- CFD-DeepLearning-UNET☆19Updated 4 years ago
- Multi-head attention network for airfoil flow field prediction☆17Updated 3 years ago
- EP-PINNs implementation for 1D and 2D forward and inverse solvers for the Aliev-Panfilov cardiac electrophysiology model. Also includes M…☆32Updated 3 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆90Updated last year
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis☆27Updated 7 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆30Updated 6 years ago
- Predict the wall shear stress along the coronary artery using Deep Learning☆12Updated 4 years ago
- A Self-Training Physics-Informed Neural Network for Partial Differential Equations☆23Updated 2 years ago
- FEniCSx-based cardiovascular multi-physics solver☆66Updated last week
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆38Updated 3 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆83Updated 4 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆58Updated last year
- ☆27Updated 2 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- ☆92Updated last year
- ☆22Updated 5 years ago
- svMultiPhysics is an open-source, parallel, finite element multi-physics solver.☆23Updated last week
- Machine Learning enhanced CFD solvers: isothermal & thermal fluid flow☆16Updated 2 weeks ago