Enhanced data efficiency using deep neural networks and Gaussian processes for aerodynamic design optimization

S. Ashwin Renganathan, Romit Maulik and, Jai Ahuja

Adjoint-based optimization methods are attractive for aerodynamic shape design primarily due to their computational costs being independent of the dimensionality of the input space…