A deep neural network physics-based reduced order model for dynamic stall

Giacomo Baldan, Alberto Guardone

A physics-based machine learning framework is developed to compute the aerodynamic forces and moment for a pitching NACA0012 airfoil incurring in light and deep dynamic stall. Thre…