TheodoreWolf / pinnsLinks
Playing around with Phyiscs-Informed Neural Networks
☆80Updated last week
Alternatives and similar repositories for pinns
Users that are interested in pinns are comparing it to the libraries listed below
Sorting:
- Basic implementation of physics-informed neural networks for solving differential equations☆90Updated 6 months ago
- Tutorials for Physics-Informed Neural Networks☆76Updated last year
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆114Updated 11 months ago
- ☆200Updated 11 months ago
- Introductory workshop on PINNs using the harmonic oscillator☆125Updated 2 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆236Updated 3 years ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆70Updated 10 months ago
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆73Updated 3 years ago
- Example problems in Physics informed neural network in JAX☆80Updated last year
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆176Updated 4 years ago
- ☆31Updated last year
- ☆128Updated 2 years ago
- To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…☆49Updated 2 years ago
- Physics-Informed Neural networks for Advanced modeling☆528Updated this week
- Physics-informed neural networks package☆315Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆149Updated 5 years ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆432Updated 2 weeks ago
- ☆214Updated 3 years ago
- Applications of PINOs☆129Updated 2 years ago
- Hands-on tutorial for implementing Physics Informed Neural Networks in Pytorch☆41Updated 2 months ago
- Transformers for modeling physical systems☆140Updated last year
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆242Updated 2 months ago
- ☆116Updated 5 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆102Updated 10 months ago
- ☆167Updated last year
- ☆190Updated 2 years ago
- Implementing a physics-informed DeepONet from scratch☆44Updated 2 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆316Updated last year
- ☆182Updated 3 months ago
- ☆317Updated 2 months ago