simzero/openfoam-ml-rom
OpenFOAM examples for data-driven ML and ROM
This project helps engineers and researchers working with OpenFOAM CFD simulations to quickly evaluate fluid dynamics scenarios. It takes your OpenFOAM case setups and produces faster, machine-learning-driven or reduced-order models that predict flow behavior without needing full, time-consuming simulations. It is designed for computational fluid dynamics practitioners who need rapid iteration on design or analysis.
No commits in the last 6 months.
Use this if you need to generate surrogate models from OpenFOAM simulations to dramatically speed up your fluid flow analysis and design iterations.
Not ideal if you require the highest fidelity, raw OpenFOAM simulation results for detailed validation or if you are not familiar with OpenFOAM and Docker environments.
Stars
19
Forks
3
Language
C++
License
GPL-3.0
Category
Last pushed
Jul 25, 2023
Commits (30d)
0
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