Overview: ML Models for Computational Fluid Dynamics Simulation

A short but succinct thought piece consolidating popular ML model types/trends in the CFD world. Data-driven surrogates, physics-driven surrogates, and ML-assisted numerical solvers.

Often times, I find formulating the problem clearly can take as much or more time than actually solving it. If you have been out of the loop on AI/ML developments in the simulation space (SciML), it …