Multi-Fidelity Machine Learning Applied to Steady Fluid Flows

Kazuko W. Fuchi, Eric M. Wolf, David S. Makhija +2

A machine learning method to predict steady external fluid flows using elliptic input features is introduced. Using data from as few as one high-fidelity simulation, the proposed m…