darshan315 / flow_past_cylinder_by_DRL
code for active flow control of flow around cynder using Deep Reinforcement Learning
☆45Updated 3 years ago
Alternatives and similar repositories for flow_past_cylinder_by_DRL:
Users that are interested in flow_past_cylinder_by_DRL are comparing it to the libraries listed below
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- Thoughts about ML committee for OpenFOAM☆36Updated 2 years ago
- Parallelizing DRL for Active Flow control☆66Updated last year
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆34Updated 9 months ago
- ☆20Updated 3 years ago
- ☆12Updated 2 years ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆51Updated 2 months ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆55Updated last year
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.☆22Updated 4 years ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆50Updated 4 years ago
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆18Updated 7 months 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
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆32Updated 4 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆35Updated last year
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆41Updated 5 months ago
- An interfacing library to deploy machine-learning models in CFD codes easily☆31Updated 2 months 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…☆30Updated 4 years ago
- ☆16Updated last year
- Pythonic spectral proper orthogonal decomposition☆38Updated 2 years ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆24Updated last year
- Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage☆13Updated 3 years ago
- Deep reinforcement learning with OpenFOAM☆40Updated last year
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆34Updated 9 years ago
- Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.☆19Updated 5 years ago
- Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.☆50Updated 11 months ago
- ☆29Updated last week
- Companion code for Data-Driven Resolvent Analysis☆18Updated 3 years ago
- ☆27Updated 5 years ago
- A benchmark library for DRL-based flow control☆13Updated 2 months ago
- OpenFOAM utilities and solvers related to my PhD☆34Updated 4 years ago