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cs.LG2021
Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp
Kazuo Yonekura, Nozomu Miyamoto, Katsuyuki Suzuki
Machine learning models are recently utilized for airfoil shape generation methods. It is desired to obtain airfoil shapes that satisfies required lift coefficient. Generative adve…
cs.CE2021★ 3 cited
Generating various airfoil shapes with required lift coefficient using conditional variational autoencoders
Kazuo Yonekura, Kazunari Wada, Katsuyuki Suzuki
Multiple shapes must be obtained in the mechanical design process to satisfy the required design specifications. The inverse design problem has been analyzed in previous studies to…