Lecture material for machine learning applied to computational fluid mechanics
☆444Dec 16, 2025Updated 4 months ago
Alternatives and similar repositories for ml-cfd-lecture
Users that are interested in ml-cfd-lecture are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆269Aug 26, 2022Updated 3 years ago
- Modelling and simulation of turbulent flows - lecture material☆36Jul 3, 2023Updated 2 years ago
- Deep reinforcement learning with OpenFOAM☆51May 13, 2025Updated 11 months ago
- Curated list for ML in FM☆241Sep 6, 2025Updated 7 months ago
- OpenFOAM and Machine Learning Hackathon☆83Jun 2, 2025Updated 10 months 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.
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆168Mar 12, 2026Updated last month
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆218Feb 16, 2023Updated 3 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆303Sep 12, 2019Updated 6 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆111Aug 4, 2022Updated 3 years ago
- Thoughts about ML committee for OpenFOAM☆43Jul 28, 2022Updated 3 years ago
- A curated list of repositories related to fluid dynamics.☆351Feb 19, 2026Updated last month
- Blog about ML and CFD☆10Mar 16, 2026Updated last month
- Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.☆982Aug 5, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆10Oct 31, 2021Updated 4 years ago
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆337Jun 4, 2025Updated 10 months ago
- Reduced order modelling techniques for OpenFOAM☆209Feb 20, 2026Updated last month
- Computational Fluid Dynamics in JAX☆938Feb 24, 2026Updated last month
- ☆30Oct 17, 2022Updated 3 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Mar 10, 2022Updated 4 years ago
- A Python package for visualising 2D CFD datasets.☆62Sep 15, 2025Updated 7 months ago
- Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage☆13Mar 18, 2022Updated 4 years ago
- ☆95Nov 25, 2024Updated last year
- 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.
- ☆47Nov 5, 2024Updated last year
- Course slides☆12Jan 14, 2025Updated last year
- Toolbox to simulate GNF and viscoelastic fluid flows in OpenFOAM®☆202Feb 25, 2024Updated 2 years ago
- OpenFoam postprocessing python tool☆195Mar 29, 2025Updated last year
- Machine Learning enhanced CFD solvers: isothermal & thermal fluid flow☆22Updated this week
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆181Mar 8, 2025Updated last year
- ☆358Jan 26, 2024Updated 2 years ago
- HORSES3D: A high-order discontinuous Galerkin solver for flow simulations and multi-physics applications☆156Updated this week
- OPI a curated list of OpenFOAM packages☆23Feb 4, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆316Jan 23, 2024Updated 2 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
- RapidCFD is an OpenFOAM fork running fully on CUDA platform. Brought to you by☆404Apr 18, 2025Updated 11 months ago
- Implementation of the "12 Steps to Navier Stokes Equations" by Prof. Lorena A. Barba in C++.☆19Aug 29, 2024Updated last year
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Nov 21, 2023Updated 2 years ago
- A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/☆3,971Mar 19, 2024Updated 2 years ago
- Differentiable Fluid Dynamics Package☆557Apr 8, 2026Updated last week