Code accompanying my blog post: So, what is a physics-informed neural network?
☆669Mar 22, 2022Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆531Updated this week
- Introductory workshop on PINNs using the harmonic oscillator☆152Nov 19, 2025Updated 4 months ago
- Basic implementation of physics-informed neural networks for solving differential equations☆98Dec 26, 2024Updated last year
- Investigating PINNs☆748Aug 13, 2021Updated 4 years ago
- Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations☆5,697Feb 11, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆369Jul 5, 2024Updated last year
- Physics Informed Machine Learning Tutorials (Pytorch and Jax)☆652Mar 10, 2026Updated 2 weeks ago
- A Hands-on Introduction to Physics-Informed Neural Networks☆20Apr 30, 2025Updated 10 months ago
- Physics Informed Neural Network (PINN) for a projectile motion.☆14Jul 16, 2020Updated 5 years ago
- Physics-Informed Neural networks for Advanced modeling☆726Updated this week
- ☆130Jul 20, 2022Updated 3 years ago
- Must-read Papers on Physics-Informed Neural Networks.☆1,455Dec 8, 2023Updated 2 years ago
- Applications of PINOs☆147Oct 10, 2022Updated 3 years ago
- PyTorch Implementation of Physics-informed Neural Networks☆707May 20, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Physics Informed Neural Network (PINN) for the wave equation.☆203Jul 16, 2020Updated 5 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆211Feb 21, 2023Updated 3 years ago
- A library for scientific machine learning and physics-informed learning☆4,016Mar 1, 2026Updated 3 weeks ago
- OSS library that implements deep learning methods for partial differential equations and much more☆461Oct 2, 2025Updated 5 months ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 5 years ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆267Nov 30, 2023Updated 2 years ago
- A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, i…☆778Jul 27, 2025Updated 8 months ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆37Feb 13, 2021Updated 5 years ago
- Bayesian optimized physics-informed neural network for parameter estimation☆33Nov 20, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆201Mar 16, 2023Updated 3 years ago
- This repository is the official project page of the course AI in the Sciences and Engineering, ETH Zurich.☆356May 12, 2025Updated 10 months ago
- Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric …☆1,300Mar 6, 2026Updated 3 weeks ago
- Deep learning for Engineers - Physics Informed Deep Learning☆364Dec 20, 2023Updated 2 years ago
- A place to share problems solved with SciANN☆308Nov 6, 2023Updated 2 years ago
- POD-PINN code and manuscript☆58Nov 10, 2024Updated last year
- Physics-informed neural networks package☆344Jul 20, 2022Updated 3 years ago
- Tutorials for the Robotics MVA 2023 class☆11Aug 1, 2024Updated last year
- ☆16Oct 29, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated s…☆1,176Mar 21, 2026Updated last week
- ☆220Jul 27, 2024Updated last year
- Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition☆1,290Aug 12, 2025Updated 7 months ago
- Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond☆61Jan 1, 2021Updated 5 years ago
- ☆10Mar 18, 2023Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆284Oct 12, 2021Updated 4 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆35Aug 2, 2022Updated 3 years ago