jviquerat / beacon
A benchmark library for DRL-based flow control
☆13Updated 2 weeks ago
Alternatives and similar repositories for beacon:
Users that are interested in beacon are comparing it to the libraries listed below
- An overview of articles related to deep reinforcement learning in fluid mechanics☆10Updated last year
- ☆20Updated 3 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆45Updated 2 years ago
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆18Updated 2 years ago
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆17Updated 5 months ago
- ☆16Updated last year
- Parallelizing DRL for Active Flow control☆65Updated last year
- This repository contains the codes for DNS of channel flow.☆9Updated 3 years ago
- Thoughts about ML committee for OpenFOAM☆36Updated 2 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆51Updated 11 months ago
- Using PyTorch within OpenFOAM☆11Updated 7 months ago
- Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage☆13Updated 2 years ago
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆32Updated 4 years ago
- ☆11Updated last year
- OpenFOAM examples for data-driven ML and ROM☆15Updated last year
- OpenFOAM utilities and solvers related to my PhD☆34Updated 4 years ago
- python bindings for OpenFOAM☆13Updated 2 years ago
- Deep reinforcement learning with OpenFOAM☆35Updated 11 months ago
- A set of codes developed for LES in OpenFOAM☆41Updated last year
- reinforcement learning for active fluid control☆28Updated 4 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆33Updated 7 months ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆51Updated last week
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆24Updated last year
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆17Updated last year
- Adds input definition for turbulent inflow model to OpenFOAM files☆45Updated 10 months ago
- ☆27Updated 5 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 3 years ago
- An interfacing library to deploy machine-learning models in CFD codes easily☆29Updated this week
- An all in one airfoil modelling, meshing, analysis, and optimization tool with built in support for gmsh, SU2, and xfoil☆22Updated last year
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆34Updated last year