A minimal implementation of Physics-Informed Neural Networks (PINNs) in PyTorch
☆23Nov 15, 2023Updated 2 years ago
Alternatives and similar repositories for PINN-tutorial
Users that are interested in PINN-tutorial are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "Beyond Closure Models: Learning Chaotic Systems via Physics-Informed Neural Operators".☆16Dec 24, 2025Updated 4 months ago
- ☆12May 3, 2023Updated 3 years ago
- ☆17Jan 5, 2026Updated 4 months ago
- ☆19Jan 21, 2025Updated last year
- Physics Informed Neural Networks (PINNs) is a machine learning technique that incorporates physical laws and constraints into the neural …☆12Sep 27, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PINN Implementation for IJCAI paper, "Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activat…☆21Jun 19, 2024Updated last year
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Apr 29, 2026Updated last week
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆10Sep 4, 2025Updated 8 months ago
- DeepVel☆17Mar 20, 2017Updated 9 years ago
- The Solar MAgnetic Connection Haus (Solar-MACH) tool is a multi-spacecraft longitudinal configuration plotter☆19Apr 22, 2026Updated 2 weeks ago
- 2024 PyHC Summer School Materials☆20Apr 10, 2026Updated 3 weeks ago
- Demonstrating a Deep Learning Approach for DEM Inversion☆24May 16, 2021Updated 4 years ago
- Implementation of Rational Kolmogorov-Arnold Network (rKAN)☆21Jun 28, 2024Updated last year
- ☆16Jan 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆20Nov 24, 2024Updated last year
- ☆47May 18, 2022Updated 3 years ago
- Implementations of the "randomize-then-optimize" approach for sampling Bayesian Physics-informed Neural Network posteriors☆16Apr 12, 2025Updated last year
- ☆16Apr 7, 2026Updated last month
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆51Sep 12, 2021Updated 4 years ago
- High-performance Flux Transport☆36Apr 27, 2026Updated last week
- A curated list of datasets, tools and papers for machine learning in heliophysics.☆30Oct 3, 2022Updated 3 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Sep 3, 2024Updated last year
- A mirror of iqist from https://bitbucket.org/huangli712/iqist/☆11Aug 21, 2016Updated 9 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆14Apr 28, 2026Updated last week
- This is the official implementation of "Deep Fuzzy Physics-Informed Neural Networks for Forward and Inverse PDE Problems" (Neural Network…☆27Oct 14, 2025Updated 6 months ago
- ☆16Nov 17, 2021Updated 4 years ago
- ☆26Dec 21, 2023Updated 2 years ago
- Original implementation of fast PINN optimization with RBA weights☆73Sep 11, 2025Updated 7 months ago
- Omega MaxEnt : analytic continuation of numerical Matsubara data.☆10Jan 10, 2024Updated 2 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆21Jun 20, 2024Updated last year
- Molecular dynamics simulations in Python and Cython. Simulates Lennard-Jones particles in the NVE ensemble using the Verlet method and hi…☆12Jun 2, 2015Updated 10 years ago
- A basic example of using physics informed machine learning for enhanced structural dynamics modeling☆10Jul 7, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆34Apr 15, 2023Updated 3 years ago
- Physics-informed neural networks (PINNs)☆16Jun 7, 2022Updated 3 years ago
- A web app built with Flask to stream video feed from any IP camera to the users of a local network☆14Dec 23, 2021Updated 4 years ago
- ☆55Oct 9, 2022Updated 3 years ago
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆25Sep 27, 2024Updated last year
- Tumor growth modeling toolkit. Tumor growth numerical solvers.☆17Oct 13, 2025Updated 6 months ago
- This repository is different from any other repository, because in this repository, all the projects have videos that you can watch on Yo…☆11Oct 8, 2024Updated last year