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

no code implementations • 15 Aug 2020 • S. Ashwin Renganathan, Romit Maulik and, Jai Ahuja

Furthermore, we show that multiple optimization problems can be solved with the same machine learning model with high accuracy, to amortize the offline costs associated with constructing our models.

Bayesian Optimization Gaussian Processes