Curated list for ML in FM
☆241Sep 6, 2025Updated 6 months ago
Alternatives and similar repositories for awesome-machine-learning-fluid-mechanics
Users that are interested in awesome-machine-learning-fluid-mechanics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆110Aug 4, 2022Updated 3 years ago
- Lecture material for machine learning applied to computational fluid mechanics☆438Dec 16, 2025Updated 3 months ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Jan 12, 2025Updated last year
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆269Aug 26, 2022Updated 3 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆304Sep 12, 2019Updated 6 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.
- OpenFOAM and Machine Learning Hackathon☆83Jun 2, 2025Updated 9 months ago
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆332Jun 4, 2025Updated 9 months ago
- The MegaFlow2D dataset package☆24Sep 21, 2023Updated 2 years ago
- ☆30Oct 17, 2022Updated 3 years ago
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 years ago
- Laminar flow prediction using graph neural networks☆32Jan 17, 2025Updated last year
- Deep reinforcement learning with OpenFOAM☆50May 13, 2025Updated 10 months ago
- Reproduce the experiment result in paper “High‐Speed PIV of shock boundary layer interactions in the transonic buffet flow of a compresso…☆14Nov 1, 2022Updated 3 years ago
- Computational Fluid Dynamics in JAX☆932Feb 24, 2026Updated last month
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Undergraduate Research Project☆38Oct 11, 2018Updated 7 years ago
- Modelling and simulation of turbulent flows - lecture material☆36Jul 3, 2023Updated 2 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 5 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago
- ☆15Nov 18, 2024Updated last year
- ☆11Jan 7, 2025Updated last year
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆168Mar 12, 2026Updated 2 weeks ago
- The open-source CFD code called BROADCAST discretises the compressible Navier-Stokes equations and then extracts the linearised N-derivat…☆28Oct 3, 2023Updated 2 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆266Oct 25, 2025Updated 5 months ago
- 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.
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Jan 11, 2021Updated 5 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆194Apr 7, 2024Updated last year
- A curated list of repositories related to fluid dynamics.☆347Feb 19, 2026Updated last month
- python bindings for OpenFOAM☆19Mar 6, 2026Updated 3 weeks ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆64Jul 5, 2025Updated 8 months ago
- Differentiable Fluid Dynamics Package☆544Updated this week
- A DNS and LES box code☆28Updated this week
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Mar 10, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Data-driven Reynolds stress modeling with physics-informed machine learning☆97Mar 21, 2019Updated 7 years ago
- Slides for my presentations at the OpenFOAM Workshop 2020☆10Mar 26, 2022Updated 4 years ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆68Mar 7, 2021Updated 5 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆218Feb 16, 2023Updated 3 years ago
- Welcome to the Applied Computational Fluid Dynamics (CFD) Tutorials repository. This repository contains a series of hands-on tutorials d…☆14Nov 10, 2024Updated last year
- Hybrid LES/RANS Solver for a consistent dual-mesh framework☆12Nov 26, 2020Updated 5 years ago
- Runge-Kutta based symmetry-preserving solver for OpenFOAM☆32Dec 11, 2025Updated 3 months ago