benmoseley / harmonic-oscillator-pinn-workshop
Introductory workshop on PINNs using the harmonic oscillator
☆119Updated this week
Alternatives and similar repositories for harmonic-oscillator-pinn-workshop:
Users that are interested in harmonic-oscillator-pinn-workshop are comparing it to the libraries listed below
- ☆193Updated 9 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆389Updated last month
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆108Updated 9 months ago
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆118Updated 11 months ago
- Basic implementation of physics-informed neural networks for solving differential equations☆85Updated 4 months ago
- A place to share problems solved with SciANN☆275Updated last year
- Physics Informed Neural Network (PINN) for the wave equation.☆164Updated 4 years ago
- ☆204Updated 3 years ago
- ☆298Updated last week
- Implementation of PINNs in TensorFlow 2☆78Updated last year
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆135Updated 3 months ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆203Updated 5 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆223Updated 3 years ago
- Deep learning for Engineers - Physics Informed Deep Learning☆336Updated last year
- Physics-Informed Neural networks for Advanced modeling☆489Updated this week
- ☆177Updated last month
- ☆162Updated last year
- ☆124Updated 6 months ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆191Updated 2 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆48Updated 2 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆301Updated 10 months ago
- ☆185Updated 2 years ago
- Original implementation of fast PINN optimization with RBA weights☆52Updated 2 weeks ago
- ETH Zürich AI in the Sciences and Engineering Master's course 2024☆30Updated 9 months ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆71Updated 8 months ago
- ☆30Updated last year
- ☆92Updated 3 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆259Updated last year
- ☆135Updated 2 years ago
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆177Updated 4 years ago