Suzuki, Katsuyuki
- Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp
2021/10/01 by Kazuo Yonekura, Yonekura, Kazuo, Nozomu Miyamoto +3 · 1 citation
Computer Science · #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE) #cs.CE #cs.LG
- Generating various airfoil shapes with required lift coefficient using conditional variational autoencoders
2021/06/18 by Kazuo Yonekura, Kazunari Wada, Yonekura, Kazuo +3 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computational Engineering #FOS: Computer and information sciences #Finance #Optical measurement and interference techniques #Topology Optimization in Engineering #and Science (cs.CE) #cs.CE
- Physics-guided training of GAN to improve accuracy in airfoil design synthesis
2023/08/19 by Wada, Kazunari, Suzuki, Katsuyuki, Yonekura, Kazuo · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)