jviquerat / beaconLinks
Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "
☆13Updated 2 months ago
Alternatives and similar repositories for beacon
Users that are interested in beacon are comparing it to the libraries listed below
Sorting:
- ☆22Updated 4 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆62Updated last year
- Parallelizing DRL for Active Flow control☆67Updated 2 years ago
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆21Updated 3 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆50Updated 3 years ago
- Deep reinforcement learning with OpenFOAM☆45Updated 5 months ago
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Updated last year
- ☆10Updated 4 years ago
- Pythonic spectral proper orthogonal decomposition☆45Updated 3 years ago
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆24Updated last week
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆42Updated last year
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆66Updated 4 years ago
- ☆11Updated 11 years ago
- Thoughts about ML committee for OpenFOAM☆40Updated 3 years ago
- Using PyTorch within OpenFOAM☆13Updated last year
- gmsh meshing for pipes☆10Updated 4 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- The DNSLABIB code for Computational Fluid Dynamics, developed in the Energy Conversion Group at the Department of Mechanical Engineering,…☆21Updated 7 months ago
- ☆14Updated 2 years ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆32Updated 5 years ago
- Python script to run CFD analysis on airfoil using **OpenFOAM** to simulate and **gmsh** to generate mesh.☆27Updated 6 years ago
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆31Updated 4 years ago
- ☆33Updated 6 years ago
- These are some of the tools I use almost every day for working with data and plotting.☆13Updated 2 months ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆47Updated 2 years ago
- Modelling and simulation of turbulent flows - lecture material☆35Updated 2 years ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆29Updated 2 years ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆16Updated 2 weeks ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆170Updated 8 months ago
- Python tool to genreate 2D meshes around airfoils☆42Updated 7 months ago