OFDataCommittee / drlfoamLinks
Deep reinforcement learning with OpenFOAM
☆44Updated 5 months ago
Alternatives and similar repositories for drlfoam
Users that are interested in drlfoam are comparing it to the libraries listed below
Sorting:
- Thoughts about ML committee for OpenFOAM☆40Updated 3 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆42Updated last year
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆60Updated 9 months ago
- ☆10Updated 3 years ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆29Updated 2 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆44Updated last year
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆50Updated 3 years ago
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆22Updated last month
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆47Updated 2 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆61Updated last year
- OpenFOAM and Machine Learning Hackathon☆78Updated 4 months ago
- Using PyTorch within OpenFOAM☆13Updated last year
- ☆22Updated 4 years ago
- Additional turbulence models for OpenFOAM☆48Updated last month
- OpenFOAM utilities and solvers related to my PhD☆35Updated 5 years ago
- Modelling and simulation of turbulent flows - lecture material☆35Updated 2 years ago
- Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage☆13Updated 3 years ago
- Fluid-particle coupling for multiphase flow based on PhasicFlow and OpenFOAM☆57Updated this week
- An external library for OpenFOAM, containing a custom boundary condition for a velocity field behind cylinder.☆25Updated 2 years ago
- An interfacing library to deploy machine-learning models in CFD codes easily☆34Updated 9 months ago
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆31Updated 4 years ago
- Modeling of droplet dynamics using multi-phase lattice Boltzmann method☆17Updated 2 years ago
- Adds input definition for turbulent inflow model to OpenFOAM files☆47Updated 9 months ago
- Parallelizing DRL for Active Flow control☆67Updated 2 years ago
- ☆80Updated 11 months ago
- ☆34Updated 4 years ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆52Updated 5 years ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Updated 9 months ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆16Updated 2 months ago
- A VoF-based multiphase solver including heat transfer, marangoni flow and laser interaction in OpenFOAM intended for modelling complex su…☆31Updated 2 years ago