Kazuo Yonekura

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Physical Models

Weather Forecast

Top Venues

J. Optim. Theory Appl.

Eng. Appl. Artif. Intell.

Publications

Kazuo Yonekura
A Short Note on Physics-Guided GAN to Learn Physical Models without Gradients. Algorithms 17 (7) (2024)
Fu-Yao Ko, Katsuyuki Suzuki, Kazuo Yonekura
Combined sizing and layout optimization of truss structures via update Monte Carlo tree search (UMCTS) algorithm. CoRR (2023)
Kazuo Yonekura, Kotaro Omori, Xinran Qi, Katsuyuki Suzuki
Designing ship hull forms using generative adversarial networks. CoRR (2023)
Kazunari Wada, Katsuyuki Suzuki, Kazuo Yonekura
Physics-guided training of GAN to improve accuracy in airfoil design synthesis. CoRR (2023)
Kazuo Yonekura
Physics-guided generative adversarial network to learn physical models. CoRR (2023)
Fu-Yao Ko, Katsuyuki Suzuki, Kazuo Yonekura
Update Monte Carlo tree search (UMCTS) algorithm for heuristic global search of sizing optimization problems for truss structures. CoRR (2023)
Kazuo Yonekura, Yuki Tomori, Katsuyuki Suzuki
Airfoil generation and feature extraction using the conditional VAE-WGAN-gp. CoRR (2023)
Kazuo Yonekura, Hitoshi Hattori, Shohei Shikada, Kohei Maruyama
Turbine blade optimization considering smoothness of the Mach number using deep reinforcement learning. Inf. Sci. 642 (2023)
Kazuo Yonekura, Kento Maruoka, Kyoku Tyou, Katsuyuki Suzuki
Super-resolving 2D stress tensor field conserving equilibrium constraints using physics informed U-Net. CoRR (2022)
Kazuo Yonekura, Kazunari Wada, Katsuyuki Suzuki
Generating various airfoils with required lift coefficients by combining NACA and Joukowski airfoils using conditional variational autoencoders. Eng. Appl. Artif. Intell. 108 (2022)
Kazuo Yonekura, Nozomu Miyamoto, Katsuyuki Suzuki
Inverse airfoil design method for generating varieties of smooth airfoils using conditional WGAN-gp. CoRR (2021)
Kazuo Yonekura, Kazunari Wada, Katsuyuki Suzuki
Generating various airfoil shapes with required lift coefficient using conditional variational autoencoders. CoRR (2021)
Kazuo Yonekura, Yoshihiro Kanno
A Heuristic Method Using Hessian Matrix for Fast Flow Topology Optimization. J. Optim. Theory Appl. 180 (2) (2019)
Kazuo Yonekura, Hitoshi Hattori, Taiji Suzuki
Short-term local weather forecast using dense weather station by deep neural network. IEEE BigData (2018)