A curated list of awesome Physics Informed Neural Network, projects and communities.
☆54Jun 14, 2026Updated last month
Alternatives and similar repositories for awesome-pinn
Users that are interested in awesome-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:
- ☆41Jun 17, 2022Updated 4 years ago
- Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining…☆14Dec 3, 2022Updated 3 years ago
- On Robustness of Neural Ordinary Differential Equations☆11Oct 12, 2021Updated 4 years ago
- Physics Informed Neural Network (PINN) for a projectile motion.☆14Jul 16, 2020Updated 6 years ago
- A Physics-Informed Neural Network for solving Burgers' equation.☆34Apr 14, 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.
- L1-based dictionary learning for sparse coding☆11Oct 9, 2024Updated last year
- biorbd + casadi + variational integrator☆10Jul 8, 2026Updated last month
- Python + OpenCV implementation of fast Cartoon+Texture Decomposition algorithm☆11Apr 28, 2019Updated 7 years ago
- Basic implementation of physics-informed neural network with pytorch.☆102Sep 26, 2022Updated 3 years ago
- ANSYS Mechanical APDL analysis examples.☆20Jun 25, 2016Updated 10 years ago
- Code for my book on numerical linear algebra.☆10Aug 30, 2021Updated 4 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Jun 7, 2020Updated 6 years ago
- Rethinking materials simulations: Blending DNS with Neural Operators☆21Jul 9, 2024Updated 2 years ago
- Joint Multichannel Deconvolution and Blind Source Separation algorithm☆14Apr 13, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆16May 14, 2022Updated 4 years ago
- Release code for "A Bayesian formulation for estimating the composition of Earth's crust"☆11Apr 16, 2023Updated 3 years ago
- ☆11Apr 12, 2019Updated 7 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆58Nov 20, 2022Updated 3 years ago
- Python code of the paper "Model structures and fitting criteria for system identification with neural networks" by Marco Forgione and Dar…☆20Sep 2, 2021Updated 4 years ago
- A simple GUI of PyFMM for interactively calculating 2-D traveltime fields and raytracing. PyFMM的简易图形界面，交互式地计算二维走时场和射线追踪☆10Feb 18, 2025Updated last year
- A Hands-on Introduction to Physics-Informed Neural Networks☆20Apr 30, 2025Updated last year
- A collection of Jupyter notebooks as examples of usage of the Fastscape software stack.☆11Sep 27, 2023Updated 2 years ago
- A PyTorch implementation of the shearlet transform.☆19Oct 9, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Helper functions for debugging FEM issues☆13Aug 8, 2024Updated 2 years ago
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆88Dec 22, 2023Updated 2 years ago
- Adaptive PI controller based on a reinforcement learning algorithm for speed control of a DC motor☆12Oct 5, 2023Updated 2 years ago
- arduino due code to control a 4 wheeled differential vehicle by a cmd_vel callback using rosserial pid_arduino_library and quadrature_enc…☆13Aug 3, 2019Updated 7 years ago
- [ICCV 2023] Official implementation of paper "SOAR: Scene-debiasing Open-set Action Recognition".☆12Dec 23, 2023Updated 2 years ago
- Compare Laguerre-based MPC and Traditional MPC for platoon of vehicles.☆13Feb 14, 2023Updated 3 years ago
- Pytorch official implementation for Imitating Unknown Policies via Exploration.☆14Oct 3, 2023Updated 2 years ago
- Parse geosoft (GRD) grid and save as geotiff☆11May 16, 2023Updated 3 years ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆36Apr 15, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆15May 27, 2024Updated 2 years ago
- Experiments on AMSGrad -- pytorch version☆12May 30, 2018Updated 8 years ago
- A model for Blind Source Separation using Dictionary Learning☆13Sep 30, 2019Updated 6 years ago
- Physics informed, deep-learning-based state estimation for distribution electrical grids. The study proposes using physical properties of…☆30Jun 4, 2026Updated 2 months ago
- ☆13May 25, 2026Updated 2 months ago
- TOPS (Tiny Open Power System Simulator), for performing dynamic RMS-type power system simulations in Python.☆30Jan 15, 2026Updated 6 months ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆30May 8, 2023Updated 3 years ago