Curated list for ML in FM
☆240Sep 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
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☆436Dec 16, 2025Updated 2 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
- OpenFOAM and Machine Learning Hackathon☆81Jun 2, 2025Updated 9 months ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆305Sep 12, 2019Updated 6 years 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
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆325Jun 4, 2025Updated 9 months ago
- Deep reinforcement learning with OpenFOAM☆50May 13, 2025Updated 9 months ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆168Feb 2, 2026Updated last month
- The MegaFlow2D dataset package☆24Sep 21, 2023Updated 2 years ago
- ☆30Oct 17, 2022Updated 3 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 years ago
- Modelling and simulation of turbulent flows - lecture material☆36Jul 3, 2023Updated 2 years ago
- The open-source CFD code called BROADCAST discretises the compressible Navier-Stokes equations and then extracts the linearised N-derivat…☆27Oct 3, 2023Updated 2 years ago
- A DNS and LES box code☆28Feb 28, 2026Updated last week
- Laminar flow prediction using graph neural networks☆31Jan 17, 2025Updated last year
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆192Apr 7, 2024Updated last year
- 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
- ☆11Jan 7, 2025Updated last year
- Computational Fluid Dynamics in JAX☆927Feb 24, 2026Updated last week
- A large-scale benchmark for machine learning methods in fluid dynamics☆260Oct 25, 2025Updated 4 months ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Mar 10, 2022Updated 4 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆96Mar 21, 2019Updated 6 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆217Feb 16, 2023Updated 3 years ago
- Slides for my presentations at the OpenFOAM Workshop 2020☆10Mar 26, 2022Updated 3 years ago
- Course slides☆12Jan 14, 2025Updated last year
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆64Jul 5, 2025Updated 8 months ago
- Differentiable Fluid Dynamics Package☆536Updated this week
- A high-order LES/DNS solver for compressible turbulent reactive flows☆21Mar 1, 2026Updated last week
- python bindings for OpenFOAM☆19Feb 25, 2026Updated last week
- An external library for OpenFOAM, containing a custom boundary condition for a velocity field behind cylinder.☆26Aug 16, 2023Updated 2 years ago
- ☆35Apr 8, 2021Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Jan 11, 2021Updated 5 years ago
- Hybrid LES/RANS Solver for a consistent dual-mesh framework☆12Nov 26, 2020Updated 5 years ago
- A curated list of repositories related to fluid dynamics.☆345Feb 19, 2026Updated 2 weeks ago
- Runge-Kutta based symmetry-preserving solver for OpenFOAM☆32Dec 11, 2025Updated 2 months ago