maziarraissi / HFMLinks
Hidden Fluid Mechanics
☆327Updated 2 years ago
Alternatives and similar repositories for HFM
Users that are interested in HFM are comparing it to the libraries listed below
Sorting:
- Physics-informed neural network for solving fluid dynamics problems☆229Updated 4 years ago
- A place to share problems solved with SciANN☆281Updated last year
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆148Updated 4 years ago
- ☆349Updated 2 years ago
- ☆460Updated 2 months ago
- DeepONet & FNO (with practical extensions)☆306Updated last year
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆259Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆178Updated 2 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆312Updated 11 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆232Updated 3 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆197Updated 2 years ago
- Deep learning for Engineers - Physics Informed Deep Learning☆339Updated last year
- PINN in solving Navier–Stokes equation☆105Updated 5 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆262Updated 3 weeks ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆146Updated last year
- physics-informed neural network for elastodynamics problem☆142Updated 3 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆103Updated 2 years ago
- ☆212Updated 3 years ago
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆230Updated 8 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆425Updated last month
- Physics Informed Neural Network (PINN) for the wave equation.☆175Updated 4 years ago
- Tutorials on deep learning, Python, and dissipative particle dynamics☆191Updated 2 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆325Updated 10 months ago
- PyTorch Implementation of Physics-informed Neural Networks☆631Updated last year
- ☆166Updated last year
- A large-scale benchmark for machine learning methods in fluid dynamics☆203Updated 6 months ago
- ☆143Updated 2 years ago
- PINN program for computational mechanics☆114Updated last year
- ☆109Updated 4 months ago
- Non-adaptive and residual-based adaptive sampling for PINNs☆79Updated 2 years ago