Leveraging Machine Learning and Computational Fluid Dynamics with OpenFOAM and SmartSim for Improved Simulations

This paper presents an effective and scalable solution for developing hybrid CFD+ML algorithms using the open-source software OpenFOAM and SmartSim. The approach leverages a loosely coupled, data-centric architecture to enable seamless integration of machine learning techniques within OpenFOAM simulations.