rezaakb / pinns-tf2Links
PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.
☆148Updated 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]☆255Updated 4 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆343Updated last year
- ☆369Updated 2 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆263Updated last year
- ☆180Updated last year
- ☆227Updated 4 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆609Updated 8 months ago
- A place to share problems solved with SciANN☆295Updated 2 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆197Updated 2 years ago
- Implementation of PINNs in TensorFlow 2☆81Updated 2 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆471Updated last month
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆220Updated 2 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆368Updated last year
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆120Updated last year
- Physics-informed neural networks package☆332Updated 3 years ago
- Characterizing possible failure modes in physics-informed neural networks.☆144Updated 3 years ago
- Deep learning for Engineers - Physics Informed Deep Learning☆351Updated last year
- Physics-informed neural network for solving fluid dynamics problems☆252Updated 4 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆150Updated 5 years ago
- Physics-Informed Neural networks for Advanced modeling☆585Updated last week
- ☆491Updated 7 months ago
- Basic implementation of physics-informed neural network with pytorch.☆81Updated 3 years ago
- ☆155Updated 3 years ago
- ☆372Updated last month
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆291Updated 6 months ago
- ☆215Updated last year
- Physics Informed Neural Network (PINN) for the wave equation.☆195Updated 5 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆54Updated 2 years ago
- A comprehensive and fair comparison of two neural operators (with practical extensions) based on FAIR data☆334Updated 2 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆165Updated 2 months ago