venturi123 / DRLinFluids-examplesLinks
☆16Updated 2 years ago
Alternatives and similar repositories for DRLinFluids-examples
Users that are interested in DRLinFluids-examples are comparing it to the libraries listed below
Sorting:
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆167Updated 7 months ago
- Parallelizing DRL for Active Flow control☆67Updated 2 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆50Updated 3 years ago
- Paper repository: "Beacon, a lightweight deep reinforcement learning benchmark library for flow control "☆13Updated last month
- DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.☆13Updated 4 months ago
- ☆34Updated 4 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆173Updated 2 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆44Updated 11 months ago
- ☆10Updated 3 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆47Updated 2 years ago
- ☆32Updated 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
- Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.☆71Updated 4 months ago
- Deep reinforcement learning with OpenFOAM☆44Updated 4 months ago
- Pythonic spectral proper orthogonal decomposition☆44Updated 3 years ago
- ☆14Updated 2 years ago
- reinforcement learning for active fluid control☆34Updated 5 years ago
- An airfoil parametric method☆22Updated 6 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆59Updated last year
- Using PyTorch within OpenFOAM☆12Updated last year
- ☆22Updated 4 years ago
- DFSR is a synthetic inflow turbulence generation method tailored to computational wind engineering applications.☆18Updated last year
- Deep reinforcement learning to perform shape optimization☆67Updated 3 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
- Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage☆13Updated 3 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 4 years ago
- Thoughts about ML committee for OpenFOAM☆39Updated 3 years ago
- Adds input definition for turbulent inflow model to OpenFOAM files☆47Updated 8 months ago
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Updated last year
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆42Updated last year