Author

Ryan F. Johnson

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Preprint Oct 2026

CFD Forge: A Physics-Constrained Agentic Framework for Autonomous CFD

Setting up, running, and assessing a computational fluid dynamics (CFD) simulation requires substantial manual effort, from meshing and solver setup to diagnosis and interpretation, and repeating it across design variants slows engineering iteration. We present CFD Forge, an agentic framework built around OpenFOAM that...

Aakash Shailesh Oza, Ryan F. Johnson, A. Farimani · 0 citations