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Hayashi Shuto  林 周斗

ORCIDConnect your ORCID iD *help
Researcher Number 30902332
Other IDs
Affiliation (Current) 2025: 東京科学大学, 総合研究院, 准教授
Affiliation (based on the past Project Information) *help 2023 – 2024: 東京医科歯科大学, 難治疾患研究所, 准教授
2022: 東京医科歯科大学, 難治疾患研究所, プロジェクト准教授
Review Section/Research Field
Principal Investigator
Transformative Research Areas, Section (II) / Basic Section 62010:Life, health and medical informatics-related
Except Principal Investigator
Medium-sized Section 48:Biomedical structure and function and related fields
Keywords
Principal Investigator
DBTLサイクル / 分子設計 / マルチモーダルAI / 深層アンサンブル / 多目的バッチベイズ最適化 / 機械学習 / タンパク質 / 分子動力学シミュレーション / 深層学習
Except Principal Investigator
生殖補助医療技術 … More / 不妊治療 / 子宮 / 着床 / 発生休止 Less
  • Research Projects

    (3 results)
  • Research Products

    (5 results)
  • Co-Researchers

    (1 People)
  •  マルチモーダル深層アンサンブルと多目的バッチベイズ最適化による分子設計の加速Principal Investigator

    • Principal Investigator
      林 周斗
    • Project Period (FY)
      2024 – 2025
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (II)
    • Research Institution
      Tokyo Medical and Dental University
  •  マウス発生休止胚において、再発生能の有無を予測する技術と付与する技術の創出

    • Principal Investigator
      高岡 勝吉
    • Project Period (FY)
      2023 – 2024
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 48:Biomedical structure and function and related fields
    • Research Institution
      The University of Tokushima
  •  Development of a fast molecular dynamics simulation method using deep learningPrincipal Investigator

    • Principal Investigator
      林 周斗
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 62010:Life, health and medical informatics-related
    • Research Institution
      Tokyo Medical and Dental University

All 2024 2023 2022

All Journal Article Presentation

  • [Journal Article] Topological data analysis of protein structure and inter/intra-molecular interaction changes attributable to amino acid mutations2023

    • Author(s)
      Koseki Jun、Hayashi Shuto、Kojima Yasuhiro、Hirose Haruka、Shimamura Teppei
    • Journal Title

      Computational and Structural Biotechnology Journal

      Volume: 21 Pages: 2950-2959

    • DOI

      10.1016/j.csbj.2023.05.009

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K17993, KAKENHI-PLANNED-23H04938, KAKENHI-PROJECT-22H04925, KAKENHI-PROJECT-23K24941
  • [Journal Article] Bayesian statistical method for detecting structural and topological diversity in polymorphic proteins2022

    • Author(s)
      Hayashi Shuto、Koseki Jun、Shimamura Teppei
    • Journal Title

      Computational and Structural Biotechnology Journal

      Volume: 20 Pages: 6519-6525

    • DOI

      10.1016/j.csbj.2022.11.038

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K17993, KAKENHI-PROJECT-22H04925, KAKENHI-PROJECT-20H04281, KAKENHI-PROJECT-20K21832, KAKENHI-PUBLICLY-22H04839, KAKENHI-PROJECT-23K24941
  • [Presentation] AIとロボットによるde novoタンパク質設計の完全自動化2024

    • Author(s)
      林 周斗
    • Organizer
      多細胞休止を研究する会
    • Data Source
      KAKENHI-PROJECT-22K17993
  • [Presentation] Acceleration of molecular dynamics simulation using deep learning2023

    • Author(s)
      Shuto Hayashi
    • Organizer
      The 31st Annual Intelligent Systems for Molecular Biology and the 22nd Annual European Conference on Computational Biology
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17993
  • [Presentation] 分子動力学シミュレーション高速化のための深層学習手法2023

    • Author(s)
      林 周斗
    • Organizer
      第12回生命医薬情報学連合大会
    • Data Source
      KAKENHI-PROJECT-22K17993
  • 1.  高岡 勝吉 (90551044)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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