jerabaul29 / Cylinder2DFlowControlDRLParallelLinks
Parallelizing DRL for Active Flow control
☆66Updated last year
Alternatives and similar repositories for Cylinder2DFlowControlDRLParallel
Users that are interested in Cylinder2DFlowControlDRLParallel are comparing it to the libraries listed below
Sorting:
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆164Updated last year
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆48Updated 3 years ago
- Pythonic spectral proper orthogonal decomposition☆40Updated 2 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆158Updated 3 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆37Updated 9 years ago
- ☆22Updated 3 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆58Updated last year
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆60Updated 4 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆42Updated 2 years ago
- ☆16Updated last year
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆31Updated 4 years ago
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆20Updated 3 years ago
- ☆29Updated 6 years ago
- Thoughts about ML committee for OpenFOAM☆37Updated 2 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆36Updated last year
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆88Updated last year
- ☆70Updated 7 months ago
- ☆13Updated 2 years ago
- Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD☆55Updated 2 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'.☆54Updated last month
- Deep reinforcement learning to perform shape optimization☆66Updated 3 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆42Updated 8 months ago
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆65Updated 4 years ago
- Airfoil shape optimization using Reinforcement Learning☆18Updated last year
- Physics-informed neural networks for two-phase flow problems☆63Updated last month
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆85Updated 4 years ago
- The Large-Eddy Simulation framework from the Turbulence Research Group at Johns Hopkins University☆141Updated 4 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆60Updated last year
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆28Updated last year