Browsing by Author "(Wayne) Chen, Wei"

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Inverse Design of Two-Dimensional Airfoils Using Conditional Generative Models and Surrogate Log-Likelihoods

Chen, Qiuyi; Wang, Jun; Pope, Phillip; (Wayne) Chen, Wei; Fuge, Mark (The American Society of Mechanical Engineers (ASME), 2021)

This paper shows how to use conditional generative models in two-dimensional (2D) airfoil optimization to probabilistically predict good initialization points within the vicinity of the optima given the input boundary ...