madagra / basic-pinnLinks
Basic implementation of physics-informed neural networks for solving differential equations
☆95Updated 10 months ago
Alternatives and similar repositories for basic-pinn
Users that are interested in basic-pinn 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
- Original implementation of fast PINN optimization with RBA weights☆66Updated 2 months ago
- Tutorials for Physics-Informed Neural Networks☆102Updated last year
- ☆170Updated last year
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆345Updated last year
- ☆180Updated last year
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆150Updated 5 years ago
- ☆229Updated 4 years ago
- ☆131Updated 3 years ago
- Introductory workshop on PINNs using the harmonic oscillator☆130Updated 6 months ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆165Updated 2 months ago
- Deep learning for Engineers - Physics Informed Deep Learning☆351Updated last year
- Physics-informed neural networks package☆332Updated 3 years ago
- Generative Pre-Trained Physics-Informed Neural Networks Implementation☆111Updated 2 months ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆220Updated 2 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆263Updated last year
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆160Updated last year
- Characterizing possible failure modes in physics-informed neural networks.☆144Updated 4 years ago
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆120Updated last year
- A place to share problems solved with SciANN☆295Updated 2 years ago
- ☆103Updated 4 years ago
- ☆155Updated 3 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆473Updated this week
- Physics Informed Neural Network (PINN) for Burgers' equation.☆72Updated last year
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆148Updated last year
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆121Updated 3 weeks ago
- Physics Informed Neural Network (PINN) for the wave equation.☆196Updated 5 years ago
- ☆197Updated 2 years ago
- Implementation of PINNs in TensorFlow 2☆81Updated 2 years ago
- Applications of PINOs☆141Updated 3 years ago