hubertbaty / PINNS-PDELinks
☆31Updated last year
Alternatives and similar repositories for PINNS-PDE
Users that are interested in PINNS-PDE are comparing it to the libraries listed below
Sorting:
- ☆97Updated 3 years ago
- Introductory workshop on PINNs using the harmonic oscillator☆126Updated 3 months ago
- Basic implementation of physics-informed neural networks for solving differential equations☆92Updated 7 months ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆250Updated 2 months ago
- ☆170Updated last year
- ☆219Updated 3 years ago
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆177Updated 4 years ago
- ☆144Updated 9 months ago
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆117Updated last year
- ☆203Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆239Updated 3 years ago
- Example problems in Physics informed neural network in JAX☆80Updated last year
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆74Updated 3 years ago
- Original implementation of fast PINN optimization with RBA weights☆57Updated 3 months ago
- Applications of PINOs☆130Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆150Updated 5 years ago
- Generative Pre-Trained Physics-Informed Neural Networks Implementation☆99Updated 5 months ago
- Basic implementation of physics-informed neural network with pytorch.☆73Updated 2 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆203Updated 2 years ago
- Implementation of PINNs in TensorFlow 2☆80Updated last year
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆262Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆183Updated 2 years ago
- Tutorials for Physics-Informed Neural Networks☆82Updated last year
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆132Updated last year
- Physics Informed Neural Network (PINN) for the wave equation.☆182Updated 5 years ago
- Tutorials on deep learning, Python, and dissipative particle dynamics☆194Updated 3 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆437Updated last month
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆107Updated 2 years ago
- hPINN: Physics-informed neural networks with hard constraints☆140Updated 3 years ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆71Updated 11 months ago