benmoseley / harmonic-oscillator-pinnLinks
Code accompanying my blog post: So, what is a physics-informed neural network?
☆607Updated 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☆123Updated last month
- Physics-Informed Neural networks for Advanced modeling☆505Updated this week
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆417Updated last month
- ☆437Updated 3 weeks ago
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆744Updated 3 months ago
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆555Updated 3 months ago
- PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.☆124Updated last year
- Basic implementation of physics-informed neural networks for solving differential equations☆89Updated 5 months ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆305Updated 11 months ago
- Investigating PINNs☆598Updated 3 years ago
- ☆308Updated last month
- Playing around with Phyiscs-Informed Neural Networks☆79Updated last month
- PyTorch Implementation of Physics-informed Neural Networks☆620Updated last year
- This repository contains a number of Jupyter Notebooks illustrating different approaches to solve partial differential equations by means…☆176Updated 4 years ago
- ☆188Updated 2 years ago
- ☆454Updated 2 months ago
- A differentiable PDE solving framework for machine learning☆1,618Updated last month
- Physics Informed Neural Network (PINN) for the wave equation.☆170Updated 4 years ago
- Python package for solving partial differential equations using finite differences.☆439Updated last week
- ETH Zürich Deep Learning in Scientific Computing Master's course 2023☆112Updated 10 months ago
- Deep learning for Engineers - Physics Informed Deep Learning☆338Updated last year
- A place to share problems solved with SciANN☆278Updated last year
- ☆197Updated 10 months ago
- Physics-informed neural networks package☆308Updated 2 years ago
- ☆210Updated 3 years ago
- Learning nonlinear operators via DeepONet☆653Updated 2 years ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆224Updated 3 weeks ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆229Updated 3 years ago
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆906Updated 3 weeks ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,178Updated last year