nanditadoloi / PINNLinks
Simple PyTorch Implementation of Physics Informed Neural Network (PINN)
☆305Updated 11 months ago
Alternatives and similar repositories for PINN
Users that are interested in PINN are comparing it to the libraries listed below
Sorting:
- PyTorch Implementation of Physics-informed Neural Networks☆620Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆229Updated 3 years ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆555Updated 3 months ago
- Investigating PINNs☆598Updated 3 years ago
- ☆345Updated 2 years ago
- Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.☆317Updated 9 months ago
- ☆210Updated 3 years ago
- A place to share problems solved with SciANN☆278Updated last year
- Physics Informed Neural Network (PINN) for the wave equation.☆170Updated 4 years ago
- ☆165Updated last year
- Physics-informed neural networks package☆308Updated 2 years ago
- ☆131Updated 7 months ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆146Updated last year
- DeepONet & FNO (with practical extensions)☆300Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆176Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆146Updated 4 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆259Updated last year
- Physics-informed neural network for solving fluid dynamics problems☆228Updated 4 years ago
- physics-informed neural network for elastodynamics problem☆140Updated 3 years ago
- Basic implementation of physics-informed neural networks for solving differential equations☆89Updated 5 months ago
- PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.☆533Updated last year
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆150Updated last year
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆193Updated 2 years ago
- ☆454Updated 2 months ago
- DeepXDE and PINN☆112Updated 3 years ago
- ☆141Updated 2 years ago
- Deep learning for Engineers - Physics Informed Deep Learning☆338Updated last year
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆417Updated last month
- ☆308Updated last month
- PINN in solving Navier–Stokes equation☆102Updated 4 years ago