AndreWeiner / drl_in_fluids_articlesView external linksLinks
An overview of articles related to deep reinforcement learning in fluid mechanics
☆11Nov 21, 2023Updated 2 years ago
Alternatives and similar repositories for drl_in_fluids_articles
Users that are interested in drl_in_fluids_articles are comparing it to the libraries listed below
Sorting:
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 years ago
- Using PyTorch within OpenFOAM☆14May 21, 2024Updated last year
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆26Oct 28, 2025Updated 3 months ago
- Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "☆13Dec 12, 2025Updated 2 months ago
- Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage☆13Mar 18, 2022Updated 3 years ago
- This handbook is intended to support a medium/advanced OpenFoam® user during the usage of the software. It provides commands, explanation…☆17Nov 24, 2025Updated 2 months ago
- Deep reinforcement learning with OpenFOAM☆50May 13, 2025Updated 9 months ago
- python bindings for OpenFOAM☆19Updated this week
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆21Dec 22, 2023Updated 2 years ago
- ☆10Oct 31, 2021Updated 4 years ago
- A package to establish grid independent results for numerical analysis on computational grids.☆10Oct 24, 2025Updated 3 months ago
- Speed Up OpenFOAM Framework with PETSc Library (experimental)☆23Sep 16, 2023Updated 2 years ago
- ☆12May 17, 2023Updated 2 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆48Jun 11, 2024Updated last year
- Course slides☆12Jan 14, 2025Updated last year
- gmsh meshing for pipes☆10Oct 21, 2021Updated 4 years ago
- Some functions to plot OpenFOAM data with Matplotlib☆11Apr 15, 2021Updated 4 years ago
- These are some of the tools I use almost every day for working with data and plotting.☆14Jan 9, 2026Updated last month
- AeroSandbox models for commercial transport aircraft☆14Sep 20, 2023Updated 2 years ago
- Singularity recipes for OpenFOAM☆12Jan 2, 2022Updated 4 years ago
- Reynolds stress turbulence closure models beyond the Boussinesq approximation☆14Jun 18, 2025Updated 7 months ago
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆12May 3, 2021Updated 4 years ago
- OpenFOAM and Machine Learning Hackathon☆81Jun 2, 2025Updated 8 months ago
- Blog about ML and CFD☆10Oct 20, 2025Updated 3 months ago
- 克隆至:https://gitee.com/poplee/openFoamUserManual☆33Dec 31, 2021Updated 4 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆33Mar 11, 2024Updated last year
- Some Python utilities I found useful in manipulating OpenFOAM cases in automated simulation procedures.☆32Dec 30, 2015Updated 10 years ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆65Jan 8, 2025Updated last year
- reinforcement learning for active fluid control☆36Sep 25, 2020Updated 5 years ago
- OpenFOAM post-processing utility to calculate turbulent kinetic energy budget☆13Aug 29, 2017Updated 8 years ago
- ☆16Jul 11, 2023Updated 2 years ago
- ☆35Apr 8, 2021Updated 4 years ago
- Parallelizing DRL for Active Flow control☆71Jul 27, 2023Updated 2 years ago
- OpenFOAM library with conventional and machine-learning models for volume of fluid method☆22Dec 4, 2025Updated 2 months ago
- Solver for reacting flow through porous media. foam-extend-4.1 equivalent at https://github.com/pjzuk/porousGasificationFoam. Submitted t…☆21Feb 11, 2022Updated 4 years ago
- Python tools for OpenFOAM simulations of filament shapes in embedded 3D printing☆15Jan 4, 2024Updated 2 years ago
- OpenFOAM utilities and solvers related to my PhD☆36Mar 25, 2020Updated 5 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆179Mar 8, 2025Updated 11 months ago
- A fun, lightweight tool to visualize potential flows quickly!☆19Jan 23, 2025Updated last year