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J-GLOBAL ID:200901047658860490   Update date: Oct. 22, 2024

Suga Kazuhiro

スガ カズヒロ | Suga Kazuhiro
Affiliation and department:
Job title: Associate Professor
Research field  (4): Machine materials and mechanics ,  Biomedical engineering ,  Computational science ,  Other
Research keywords  (5): Fracture Mechanics ,  Inverse Problem & Optimization ,  Medical Engineering ,  Computational Mechanics ,  Medical Engineering, Computational Science, Inverse Problems, Numerical Optimization, Machine Learning
Research theme for competitive and other funds  (6):
  • 2024 - 2027 予後・合併症改善を目指した大腸ステント治療における機械的刺激の数値解析
  • 2018 - 2022 A data assimilation-based prediction system on tooth movement for supporting orthodontic treatment
  • 2015 - 2018 Innovative function design of electrochemical reaction interface through intentional shape evolution of living things
  • 2011 - 2012 Corrosion Prediction through Modeling of Polarization Curve Based on Flow Properties in the Vicinity of Reaction Surface
  • 2002 - 2003 タンパク質の効率的な動力学シミュレーション法の開発
Show all
Papers (40):
  • Mohamad Syazwan Zafwan bin Mohamad Suffian, Syahiir Kamil, Ahmad Kamal Ariffin, Abdul Hadi Azman, Israr M. Ibrahim, Kazuhiro Suga. A Surrogate Model's Decision Tree Method Evaluation for Uncertainty Quantification on a Finite Element Structure via a Fuzzy-Random Approach. Journal of Current Science and Technology. 2024. 14. 3. 50-50
  • Mikami, Naoaki and Yonemitsu, Ikuo and Takemura, Hiroshi and Kondou, Mark and Soga, Kouhei and Suga, Kazuhiro and Kanno, Zuisei and Uo, Motohiro and Ono, Takashi and Lai, et al. Mechanical Analysis of the Improved Superelastic Ni-Ti Alloy Wire Using the Orthodontic Simulator with High-Precision Sensors. Journal of the Mechanical Behavior of Biomedical Materials. 2023
  • Kim, Sunmin; Yonemitsu, Ikuo; Takemura, Hiroshi; Shimoda, Kunio; Suga, Kazuhiro; Soga, Kohei; Ono, Takashi; Uo, Motohiro. Influence of different ligation methods on force and moment generation in a simulated condition of the maxillary crowded anterior dentition with linguo-version and rotation. Bio-Medical Materials and Engineering. 2022
  • Yohei Hirano, Keito Shinmoto, Yohei Okada, Kazuhiro Suga, Jeffrey Bombard, Shogo Murahata, Manoj Shrestha, Patrick Ocheja and Aiko Tanaka. Machine learning approach to predict positive screening of methicillin-resistant staphylococcus aureus during mechanical ventilation using synthetic dataset from MIMIC-IV database. Frontiers in Medicine. 2021
  • Kazuhiro SUGA. First step toward mastering effective numerical simulation. The Journal of the Japanese Society for Dental Materials and Devices. 2021. 40. 1. 1-4
more...
MISC (9):
  • SUGA Kazuhiro, MINAGAWA Koichi, HAYABUSA Keisuke, Ridha M., AMAYA Kenji, AOKI Shigeru. 238 Corrosion Detection of Reinforcing Steel by Multistep Inverse Analysis using Genetic Algorithm and Net Element. The Proceedings of The Computational Mechanics Conference. 2008. 2008.21. 714-715
  • SUGA Kazuhiro, AOKI Shigeru. 20802 Measurement Optimization for Inverse Problem of Identifying Corrosion in Reinforced Concrete. 2006. 2006. 12. 213-214
  • SUGA Kazuhiro, AMAYA Kenji. Inverse Analysis Method Using Useful A Priori information of Discrete Estimates. The Computational Mechanics Conference. 2004. 2004. 17. 587-588
  • Kazuhiro SUGA, Kenji AMAYA. Application of lattice constrained optimization method(LCOM) to inverse problems in engineering. COMPUTATIONAL MECHANICS (Abstracts) WCCM VI in conjunction with APCOM'04 Sept. 5-10, 2004, Beijing, China. 2004. Volume I. 89
  • SUGA Kazuhiro, AMAYA Kenji. Inverse Analysis Method Using a Priori Information of the Local Frequency-Characteristic. Transactions of the Japan Society of Mechanical Engineers. Series A. 2003. 69. 678. 225-230
more...
Patents (1):
  • 歯の位置の分析装置、歯の領域抽出モデル生成方法、歯の位置の分析方法,、プログラム、および記録媒体
Lectures and oral presentations  (177):
  • 自己拡張型大腸ステントが閉塞性大腸癌組織へ及ぼす 機械的刺激評価のための有限要素解析
    (第29回計算工学講演会 2024)
  • 治療中に知りたい力学情報を教えてください
    (2024 Biomedical Interface Workshop,15th バイオメディカルインタフェース・ワークショップ 2024)
  • 数値シミュレーションを用いた大腸ステントの術前展開予測への挑戦
    (第11回大腸ステント安全手技研究会 学術集会 2023)
  • 歯科用コーンビームCTからの自動歯牙領域抽出におけるデータ拡張の有効性検討
    (第36回計算力学講演会(CMD2023) 2023)
  • A Numerical Study of Obstructive Colorectal Cancer Expansion by Self-expandable Colonic Stent
    (2023)
more...
Education (3):
  • 2002 - 2005 Tokyo Institute of Technology Graduate School of Information Science and Engineering Department of Mechanical and Environmental Informatics
  • 2000 - 2002 Tokyo Institute of Technology Graduate School of Information Science and Engineering Department of Mechanical and Environmental Informatics
  • 1996 - 2000 Tokyo Institute of Technology 4th Academic Group Department of Mechano-Aerospace Engineering
Professional career (3):
  • Doctor (Engineering) (Tokyo Institute of Technology)
  • Master (Engineering) (Tokyo Institute of Technology)
  • Bachelor (Engineering) (Tokyo Institute of Technology)
Work history (5):
  • 2017/04 - 現在 Kogakuin University Associate Professor
  • 2013/04 - 2017/03 Tokyo University of Science, Suwa Assistant Professor
  • 2008/04 - 2013/03 Tokyo University of Science Assistant Professor
  • 2005/06 - 2008/03 CCMR, Toyo University Research Associate
  • 2005/04 - 2006/03 Tokyo Institute of Technology Researcher
Committee career (4):
  • 2019/05 - 現在 日本計算工学会 機械学習の工学問題適用に関する研究会 委員
  • 2021/11 - 2024/10 日本機械学会 形状記憶材料の特性向上と実用化に関する分科会
  • 2020/04 - 2024/03 日本機械学会 アソシエイトエディタ
  • 2020/04 - 2021/03 日本機械学会 第7技術委員会 幹事
Association Membership(s) (2):
The Japan Society for Computational Engineering and Science ,  The Japan Society of Mechanical Engineers
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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