3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 2 cited
Physics-guided training of GAN to improve accuracy in airfoil design synthesis
Kazunari Wada, Katsuyuki Suzuki, Kazuo Yonekura
Generative adversarial networks (GAN) have recently been used for a design synthesis of mechanical shapes. A GAN sometimes outputs physically unreasonable shapes. For example, when…
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…