A curated list of awesome Physics Informed Neural Network, projects and communities.
☆57Jun 14, 2026Updated 3 months ago
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:
- ☆42Jun 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- L1-based dictionary learning for sparse coding☆11Oct 9, 2024Updated last year
- the test code of FIP (Fast inertial poser)☆15Jul 10, 2024Updated 2 years ago
- Python + OpenCV implementation of fast Cartoon+Texture Decomposition algorithm☆11Apr 28, 2019Updated 7 years ago
- Persian for LaTeX, using XeTeX☆10Feb 20, 2022Updated 4 years ago
- Basic implementation of physics-informed neural network with pytorch.☆103Sep 26, 2022Updated 3 years ago
- Code for the paper: Phase-Field Finite Deformation Fracture with an Effective Energy for Regularized Cracks.☆18Apr 30, 2024Updated 2 years ago
- Code for my book on numerical linear algebra.☆10Aug 30, 2021Updated 5 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
- Updated version of the Sparse Lens Inversion Technique (SLIT) for use within the lens modelling code lenstronomy☆10Jan 31, 2022Updated 4 years ago
- 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.
- 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
- Hybrid function sparse representation (HFSR) for super resolution☆11Dec 20, 2019Updated 6 years ago
- ☆16Jun 18, 2023Updated 3 years ago
- Release code for "A Bayesian formulation for estimating the composition of Earth's crust"☆11Apr 16, 2023Updated 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 5 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☆11Feb 18, 2025Updated last year
- Fault Diagnosis of Aero-engine Inter-shaft Bearings Using a Parallel SE-Depthwise Separable Convolutional Neural Network and Transforme…☆17Aug 21, 2025Updated last year
- A Hands-on Introduction to Physics-Informed Neural Networks☆20Apr 30, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Tutorials for DIP course☆15Jan 9, 2022Updated 4 years ago
- GAN-based augmentation for CWRU bearing fault diagnosis. Benchmarks 9 models and introduces DCGAN‑CTNet++☆16Sep 17, 2025Updated last year
- A collection of Jupyter notebooks as examples of usage of the Fastscape software stack.☆11Sep 27, 2023Updated 2 years ago
- Segway Simulation Environment☆11Dec 31, 2020Updated 5 years ago
- A PyTorch implementation of the shearlet transform.☆20Oct 9, 2025Updated 11 months ago
- Helper functions for debugging FEM issues☆13Aug 8, 2024Updated 2 years ago
- The GitHub repository for the paper "Denoising Application of Magnetotelluric Low-Frequency Signal Processing"☆11Feb 22, 2023Updated 3 years ago
- The amazing wavelet scattering transform☆16Nov 19, 2024Updated last year
- Compare Laguerre-based MPC and Traditional MPC for platoon of vehicles.☆13Feb 14, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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☆37Apr 15, 2023Updated 3 years ago
- ☆19Mar 15, 2021Updated 5 years ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆16May 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