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J-GLOBAL ID:202001003269249833   Update date: Sep. 18, 2021

Yonekura Kazuo

ヨネクラ カズオ | Yonekura Kazuo
Affiliation and department:
Job title: 講師
Homepage URL  (1): https://sites.google.com/view/yonekura-lab
Research field  (2): Design engineering ,  Mathematical informatics
Research keywords  (3): Machine Learning ,  Design Optimization ,  Mathematical Optimization
Research theme for competitive and other funds  (1):
  • 2021 - 2023 Data driven design utilizing machine learning techniques
Papers (21):
  • Kazuo Yonekura, Katsuyuki Suzuki. Data-driven design exploration method using conditional variational autoencoder for airfoil design. Structural and Multidisciplinary Optimization. 2021
  • Kazuo Yonekura, Takahiko Shinohara, Kunitaka Masaki. Cost-effective estimation of flash extrusion and defects in linear friction welding using Voronoi diagrams. Journal of Manufacturing Processes. 2021. 68. 158-167
  • 服部均, 米倉一男. 深層強化学習を用いたLPT翼の最適化. ながれ. 2019. 38. 2. 89-92
  • Yonekura, K., Kanno, Y. A Heuristic Method Using Hessian Matrix for Fast Flow Topology Optimization. Journal of Optimization Theory and Applications. 2019. 180. 2. 671-681
  • Yonekura, K., Hattori, H. Framework for design optimization using deep reinforcement learning. Structural and Multidisciplinary Optimization. 2019. 60. 4. 1709-1713
more...
MISC (1):
  • Kazuo Yonekura, Kazunari Wada, Katsuyuki Suzuki. Generating various airfoil shapes with required lift coefficient using conditional variational autoencoders. 2021
Patents (14):
Lectures and oral presentations  (3):
  • 機械設計における機械学習を用いるデータ駆動型設計
    (数理工学ワークショップ 2020)
  • 機械学習を用いたデータ駆動型設計
    (日本機械学会講習会「流体とインフォマティクス」 2020)
  • 機械学習とCAEを利用したターボ機械の設計支援技術
    (第三回CAEワークショップ 2019)
Education (3):
  • 2013 - 2016 The University of Tokyo
  • 2008 - 2010 The University of Tokyo Department of Mathematical Informatics
  • 2004 - 2008 The University of Tokyo Department of Aeronautics and Astroronautics
Work history (4):
  • 2020/04 - 現在 IHI Corporation
  • 2020/04 - 現在 The University of Tokyo The Graduate School of Engineering
  • 2020/01 - 現在 MJOLNIR SPACEWORKS
  • 2010/04 - 2020/03 IHI Corporation
Awards (8):
  • 2021/09 - Japan Society for Mechanical Engineers 奨励業績表彰
  • 2020/10 - NoMaps Dream Pitch NoMaps賞
  • 2018/10 - Strategic Task Force Leader Training Program Grand Prize
  • 2018/04 - Japan Society of Mechanical Engineers Encouragement Award
  • 2016/05 - Asian Congress of Structural and Multidisciplinary Optimization Young Researcher Award
Show all
Association Membership(s) (4):
人工知能学会 ,  日本機械学会 ,  日本応用数理学会 ,  日本船舶海洋工学会
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