Active Control of Turbulent Airfoil Flows Using Adjoint-based Deep Learning

Xuemin Liu, Tom Hickling, Jonathan F. MacArt

We train active neural-network flow controllers using a deep learning PDE augmentation method to optimize lift-to-drag ratios in turbulent airfoil flows at Reynolds number $5\times…