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
- Blood Flow Modeling with Physics-Informed Neural Networks☆18Updated 2 years ago
- ☆34Updated 4 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆42Updated 9 months ago
- ☆61Updated 2 years ago
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆40Updated 6 months ago
- PINN for obtaining WSS from sparse data☆71Updated last year
- 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
- ☆44Updated 3 years ago
- ☆46Updated 2 years ago
- Fluid-Structure Interaction Analysis Using FEM and UVLM☆26Updated 4 months ago
- A physics informed deep learning model for flow through porous media using data acquired from LBM simulations.☆14Updated 2 years ago
- A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis☆27Updated 7 years ago
- CFD-DeepLearning-UNET☆18Updated 4 years ago
- Multi-head attention network for airfoil flow field prediction☆17Updated 3 years ago
- ☆59Updated 2 years ago
- ☆21Updated 2 years ago
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆23Updated 2 years ago
- FEniCSx-based cardiovascular multi-physics solver☆65Updated this week
- Openfoam library for physiological flow. Solvers and boundary conditions.☆21Updated 8 years ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆16Updated 3 weeks ago
- ☆28Updated 10 months ago
- ☆27Updated last year
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆19Updated last month
- 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☆89Updated last year
- ☆15Updated 2 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆32Updated last year