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 (46)：

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
Yuji MABUCHI, Chihiro HANADA, Yuto UEDA, Koei KADOI, Hirokazu AOKI, Ryosei SAGUCHI, Motoko YAMADA, Hisashi SATO, Yoshimi WATANABE, Shumpei OZAWA, et al. Analysis Method for Luminescence Obtained by HighSpeed Camera for Solidification Experiments at the Electrostatic Levitation Furnace in the International Space Station. International Journal of Microgravity Science and Application. 2024. 41. 1. 410101

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MISC (17)：

Taro Ono, Hideaki Nagano, Suguru Shiratori, Kenjiro Shimano, Shinsuke Kato. Analysis of defogging performance, thermal comfort, and energy saving for HVAC system optimization in passenger vehicles. E3S Web of Conferences. 2019. 111
島野健仁郎, 白鳥英, 永野秀明. 流速1成分より2次元流速ベクトル分布を推定する方法に関する基礎研究. 日本バイオレオロジー学会誌(B&R). 2019. 33. 2. 90-90
Susumu Degawa, Koichi Nishibe, Suguru Shiratori, Itsuhei Kohri, Akemi Ito, Akinori Nishimura. Numerical study on oil flow in the vicinity of discharge reed valve of air compressor. Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering. 2019
石垣杏樹, 田島泰希, 小林千尋, 平田孝道, 永野秀明, 白鳥英, 島野健仁郎. 内皮細胞への血小板粘着に対するADP濃度とずり応力の影響. 日本バイオレオロジー学会誌(Web). 2018. 32. 2. 64 (WEB ONLY)-64
石垣杏樹, 田島泰希, 小林千尋, 平田孝道, 永野秀明, 白鳥英, 島野健仁郎. 内皮細胞への血小板粘着に対するADP濃度とずり応力の影響. 日本バイオレオロジー学会誌(B&R). 2018. 32. 2. 64-64

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Patents (1)：

塗布膜の形成方法、および塗布膜形成装置

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 (101)：

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)
液滴浮遊法における内部対流が結晶粒成長に及ぼす影響
(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)
分割型ノズルを用いたガスジェット浮遊法による白金融体の密度計測
(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)
微小重力環境におけるFe-Cu合金融体の表面張力測定結果を利用したButlerモデルの評価
(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)

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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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