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J-GLOBAL ID:201701001866570520   Update date: Mar. 12, 2025

Shiratori Suguru

シラトリ スグル | Shiratori Suguru
Affiliation and department:
Job title: Professor
Homepage URL  (1): https://tfs.mse.tcu.ac.jp/
Research field  (2): Thermal engineering ,  Fluid engineering
Research keywords  (6): liquid film flows ,  free surface flow ,  Microgravity Science ,  hydrodynamic stability ,  heat and mass transfer ,  Physics-informed Machine Learning
Research theme for competitive and other funds  (8):
  • 2024 - 2027 Analysis method for liquid film coating process by means of physics-informed machine learning with missing physics learning from observed data
  • 2022 - 2025 Innovative data assimilation method based on physics-informed machine learning and its application to multiple simultaneous estimation of physical properties of coating films
  • 2024 - 2025 Measurement framework for thermophysical properties of molten metal oxides by aerodynamic levitation
  • 2023 - 2024 Measurement framework for thermophysical properties of molten metal oxides by aerodynamic levitation
  • 2019 - 2023 Prediction of thickness undulations in coating of liquid films by means of physics-informed machine learning
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Papers (47):
  • Yusaku Seimiya, Hidekazu Kobatake, Kazuki Tono-oka, Riku Sugahara, Shuya Kurosawa, Suguru Shiratori, Ken-ichi Sugioka, Takehiko Ishikawa, Chihiro Koyama, Yuki Watanabe, et al. Thermophysical Properties of Molten Fe-Cu Alloy Measured Using the Electrostatic Levitation Furnace Aboard the International Space Station (ISS-ELF) under Microgravity Conditions. ISIJ International. 2024. 64. 15. 2253-2261
  • Kenjiro Shimano, Suguru Shiratori, Hideaki Nagano. A novel method of reconstructing planar flow field from given distribution of single velocity component: comparison to conventional divergence-free approach. Meccanica. 2024
  • Suguru Shiratori. Application of physics-informed neural network to process analysis of liquid film coatings. CMD Newsletter. 2024. 71. 36-39
  • Yusuke Atsumi, Suguru Shiratori, Itsuhei Kohri, Hideaki Nagano, Kenjiro Shimano. Transition of low Reynolds number flow around Ahmed body of slant angle θ = 29° and 31°. Transactions of Society of Automotive Engineers of Japan. 2024. 55. 3. 593-600
  • Suguru Shiratori. Formation of Thickness Undulation During Coating and Drying Processes of Liquid Films. Journal of Japan Coating Technology Association. 2024. 59. 1. 542-553
more...
MISC (17):
more...
Patents (1):
Books (3):
  • 先端半導体製造プロセスの最新動向と微細化技術 -成膜技術、リソグラフィ、エッチング、CMP、洗浄-
    技術情報協会 2023 ISBN:9784861049828
  • 塗布・乾燥のトラブル対策 -水性の泡立ち対策、膜厚制御と速乾性の両立-
    技術情報協会 2023 ISBN:9784861049521
  • Crystal Growth Processes Based on Capillarity: Czochralski, Floating Zone, Shaping and Crucible Techniques
    John Wiley & Sons, Ltd 2010 ISBN:9780470712443
Lectures and oral presentations  (104):
  • PINNsとDeepONetによる データからの物理モデル獲得
    (第38回数値流体力学シンポジウム 2024)
  • Surface oscillation of aerodynamically levitated droplets: shifts of frequency and damping rate from theories of Rayleigh and Lamb
    (2024 Conference of American Society for Gravitational and Space Research (ASGSR 2024) 2024)
  • Efficient solution procedure for flow around aerodynamically levitated droplets
    (2024 Conference of American Society for Gravitational and Space Research (ASGSR 2024) 2024)
  • Machine learning of missing terms in governing equations by PINNs and sparse regression
    (JSFM Annual Meeting 2024 2024)
  • Physics-informed neural networkを用いたガスジェット浮遊液滴周りの気流計算法
    (日本マイクログラビティ応用学会 第36回学術講演会 (2024) 2024)
more...
Education (2):
  • 2002 - 2007 Tokyo Metropolican Institute of Technology Graduate School of Engineering Aerospace Engineering
  • 1998 - 2002 Tokyo Metropolican Institute of Technology Faculty of Engineering Dept. Aerospace Engineering
Professional career (1):
  • Dr.Eng. (Tokyo Metropolitan Institute of Technology)
Work history (6):
  • 2024/04 - 現在 Tokyo City University Department of Mechanical Engineering, Faculty of Science and Engineering Professor
  • 2021/04 - 2024/03 Tokyo City University Department of Mechanical Systems Engineering, Faculty of Science and Engineering Associate Professor
  • 2017/04 - 2021/03 Tokyo City University Department of Mechanical Systems Engineering, Faculty of Engineering Lecturer
  • 2007/04 - 2017/03 Canon Inc. Simulation & Analysis R&D
  • 2005/04 - 2007/03 Japan Society for the Promotion of Science Fellows (DC2)
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Committee career (10):
  • 2024/07 - 現在 自動車技術会 CFD技術部門委員会 委員
  • 2022/04 - 現在 The Japan Society of Microgravity Application Director
  • 2019/06 - 現在 The Japan Society of Microgravity Application Committee on Public Information
  • 2019/01 - 現在 International Journal of Microgravity Science and Application (IJMSA) Editorial board member
  • 2024/04 - 2025/03 日本マイクログラビティ応用学会 第36回学術講演会 (JASMAC-36) 実行委員
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Awards (5):
  • 2024/03 - International Journal for Numerical Methods in Fluids (Wiley) Top Downloaded Articles 2022 Physics-informed neural network applied to surface-tension-driven liquid film flows
  • 2017/10 - Japan Society of Microgravity Application Paper Award Splash and bounce of droplet on liquid layer under low gravity
  • 2008/10 - 日本熱物性学会 論文賞 液滴振動法による表面張力測定における回転およびl=2、m=±2 振動を抽出する手法の提案
  • 2006/11 - 日本マイクログラビティ応用学会 研究奨励賞 自由表面を局在化した低Pr液柱における軸対称マランゴニ対流の振動流遷移
  • 2004/07 - 加藤科学振興会 研究奨励賞 液柱内マランゴニ対流現象の研究
Association Membership(s) (4):
SOCIETY OF AUTOMOTIVE ENGINEERS OF JAPAN ,  THE JAPAN SOCIETY OF FLUID MECHANICS ,  THE JAPAN SOCIETY OF MECHANICAL ENGINEERS ,  THE JAPAN SOCIETY OF MICROGRAVITY APPLICATION
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