Examples of how to use machine learning algorithms in computational fluid dynamics.
☆269Aug 26, 2022Updated 3 years ago
Alternatives and similar repositories for machine-learning-applied-to-cfd
Users that are interested in machine-learning-applied-to-cfd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆305Sep 12, 2019Updated 6 years ago
- Lecture material for machine learning applied to computational fluid mechanics☆449Dec 16, 2025Updated 4 months ago
- Course slides☆12Jan 14, 2025Updated last year
- OpenFOAM utilities and solvers related to my PhD☆37Mar 25, 2020Updated 6 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
- 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.
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆111Aug 4, 2022Updated 3 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆181Dec 10, 2023Updated 2 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Jan 11, 2021Updated 5 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆168Apr 27, 2026Updated last week
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Oct 19, 2024Updated last year
- Curated list for ML in FM☆242Sep 6, 2025Updated 8 months ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆98Mar 21, 2019Updated 7 years ago
- RapidCFD is an OpenFOAM fork running fully on CUDA platform. Brought to you by☆407Apr 18, 2025Updated last year
- Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.☆988Aug 5, 2021Updated 4 years ago
- 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.
- Blog about ML and CFD☆10Mar 16, 2026Updated last month
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆318Jan 23, 2024Updated 2 years ago
- Reduced order modelling techniques for OpenFOAM☆210Apr 21, 2026Updated 2 weeks ago
- Deep reinforcement learning with OpenFOAM☆51May 13, 2025Updated 11 months ago
- A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation☆170Oct 2, 2018Updated 7 years ago
- OpenFOAM functionObject for postProcessing, getting the conditional averaged fields with a given scalarField☆12May 27, 2021Updated 4 years ago
- Computational Fluid Dynamics in JAX☆944Feb 24, 2026Updated 2 months ago
- compressing physics with neural networks☆159Jul 10, 2018Updated 7 years ago
- A list of papers relating Computational Physics and Machine Learning☆142Nov 28, 2018Updated 7 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.
- ☆15Jul 22, 2019Updated 6 years ago
- Thoughts about ML committee for OpenFOAM☆44Jul 28, 2022Updated 3 years ago
- A set of codes developed for LES in OpenFOAM☆44Jan 7, 2024Updated 2 years ago
- ☆10Oct 31, 2021Updated 4 years ago
- OpenFoam postprocessing python tool☆195Mar 29, 2025Updated last year
- 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
- Additional turbulence models for OpenFOAM☆48Jan 15, 2026Updated 3 months ago
- Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University☆168May 11, 2021Updated 4 years ago
- The Large-Eddy Simulation framework from the Turbulence Research Group at Johns Hopkins University☆149Jan 29, 2021Updated 5 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.
- ☆363Jan 26, 2024Updated 2 years ago
- HERCULES: An open-source, massively parallel direct numerical simulation solver☆44Feb 13, 2020Updated 6 years ago
- This repository contains code that I develop within the framework of OpenFOAM 2.3.x, either for my work, or as a hobby.☆11Aug 6, 2019Updated 6 years ago
- A library for Implict Coupled Simulations in OF. A density-based CFD solver for high-speed flows simulations is provided☆56May 29, 2023Updated 2 years ago
- Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD☆62Jul 14, 2022Updated 3 years ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆70Mar 7, 2021Updated 5 years ago
- Compiling Custom solvers☆15Jul 6, 2019Updated 6 years ago