rezaakb / pinns-tf2Links
PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
☆145Updated last year
Alternatives and similar repositories for pinns-tf2
Users that are interested in pinns-tf2 are comparing it to the libraries listed below
Sorting:
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆251Updated 4 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆335Updated last year
- ☆178Updated last year
- A place to share problems solved with SciANN☆292Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆193Updated 2 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆262Updated last year
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆463Updated 2 weeks ago
- Basic implementation of physics-informed neural network with pytorch.☆81Updated 3 years ago
- ☆366Updated 2 years ago
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆118Updated last year
- Implementation of PINNs in TensorFlow 2☆81Updated 2 years ago
- ☆225Updated 4 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆595Updated 8 months ago
- Physics-informed neural network for solving fluid dynamics problems☆248Updated 4 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆216Updated 2 years ago
- Physics-informed neural networks package☆327Updated 3 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆352Updated last year
- Basic implementation of physics-informed neural networks for solving differential equations☆95Updated 10 months ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆161Updated last month
- Characterizing possible failure modes in physics-informed neural networks.☆143Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆152Updated 5 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆173Updated last year
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆89Updated 3 years ago
- Original implementation of fast PINN optimization with RBA weights☆62Updated last month
- DeepXDE and PINN☆133Updated 3 years ago
- Deep learning for Engineers - Physics Informed Deep Learning☆351Updated last year
- Tutorials for Physics-Informed Neural Networks☆98Updated last year
- IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.☆240Updated last year
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆52Updated 2 years ago
- Physics-Informed Neural networks for Advanced modeling☆579Updated this week