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…