benmoseley / harmonic-oscillator-pinnLinks
Code accompanying my blog post: So, what is a physics-informed neural network?
☆658Updated 3 years ago
Alternatives and similar repositories for harmonic-oscillator-pinn
Users that are interested in harmonic-oscillator-pinn are comparing it to the libraries listed below
Sorting:
- Introductory workshop on PINNs using the harmonic oscillator☆139Updated 2 months ago
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆510Updated 2 months ago
- Physics-Informed Neural networks for Advanced modeling☆692Updated this week
- ☆213Updated last year
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆152Updated last year
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆771Updated 6 months ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆636Updated last week
- Basic implementation of physics-informed neural networks for solving differential equations☆97Updated last year
- OSS library that implements deep learning methods for partial differential equations and much more☆458Updated 3 months ago
- ☆399Updated 2 months ago
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆959Updated 2 years ago
- Playing around with Phyiscs-Informed Neural Networks☆100Updated 6 months ago
- All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.co…☆1,137Updated last month
- Deep learning for Engineers - Physics Informed Deep Learning☆361Updated 2 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆362Updated last year
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆122Updated last year
- ☆200Updated 2 years ago
- Physics-informed neural networks package☆341Updated 3 years ago
- Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric …☆1,268Updated 2 weeks ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆324Updated 8 months ago
- Investigating PINNs☆720Updated 4 years ago
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆181Updated 4 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆200Updated 5 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆270Updated 4 years ago
- A place to share problems solved with SciANN☆302Updated 2 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆265Updated 2 years ago
- PyTorch Implementation of Physics-informed Neural Networks☆697Updated last year
- IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Sy…☆160Updated 4 years ago
- Tutorials for Physics-Informed Neural Networks☆116Updated last year
- ☆241Updated 4 years ago