CFD simulation and Reinforcement Learning

David Jean · April 26, 2021, 05:04

Hi everybody,

Firstly, Wishing you best wishes and good health in the covid-19.

Secondly, I would like to ask you a question. now, I am conducting a CFD simulation (natural ventilation on the building) on OpenFOAM and I wanna a combination of CFD and Reinforcement Leaning, but I don't know how to combine CFD and RL. I the group who used CFD and RL. Could you give a how-to combine it?

Thank you so much

michaltakac · May 18, 2022, 16:31

I'm not sure about the RL, but there's PythonFOAM with which you could potentially leverage ML frameworks from Python ecosystem.

https://github.com/argonne-lcf/PythonFOAM

April 26, 2021, 05:04	CFD simulation and Reinforcement Learning	#1
David Jean New Member A Join Date: Dec 2018 Posts: 8 Rep Power: 7	Hi everybody, Firstly, Wishing you best wishes and good health in the covid-19. Secondly, I would like to ask you a question. now, I am conducting a CFD simulation (natural ventilation on the building) on OpenFOAM and I wanna a combination of CFD and Reinforcement Leaning, but I don't know how to combine CFD and RL. I the group who used CFD and RL. Could you give a how-to combine it? Thank you so much

May 18, 2022, 16:31	ML and OpenFOAM	#2
michaltakac New Member Michal Takac Join Date: Jul 2021 Location: Košice, Slovakia Posts: 6 Rep Power: 4	I'm not sure about the RL, but there's PythonFOAM with which you could potentially leverage ML frameworks from Python ecosystem. https://github.com/argonne-lcf/PythonFOAM

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