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KISHIMOTO Tomoe  岸本 巴

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Kishimoto Tomoe  岸本 巴

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Researcher Number 90779282
Other IDs
Affiliation (Current) 2026: 大学共同利用機関法人高エネルギー加速器研究機構, 計算科学センター, 准教授
Affiliation (based on the past Project Information) *help 2026: 大学共同利用機関法人高エネルギー加速器研究機構, 計算科学センター, 准教授
2022 – 2023: 大学共同利用機関法人高エネルギー加速器研究機構, 計算科学センター, 助教
Review Section/Research Field
Principal Investigator
Basic Section 15020:Experimental studies related to particle-, nuclear-, cosmic ray and astro-physics
Keywords
Principal Investigator
転移学習 / 深層学習 / 素粒子実験
  • Research Projects

    (2 results)
  • Research Products

    (4 results)
  •  高エネルギー物理学のための論文再現性検証基盤の構築と実証Principal Investigator

    • Principal Investigator
      岸本 巴
    • Project Period (FY)
      2026 – 2028
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 15020:Experimental studies related to particle-, nuclear-, cosmic ray and astro-physics
    • Research Institution
      High Energy Accelerator Research Organization
  •  Research to improve the efficiency of data analysis through knowledge transferPrincipal Investigator

    • Principal Investigator
      Kishimoto Tomoe
    • Project Period (FY)
      2022 – 2023
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 15020:Experimental studies related to particle-, nuclear-, cosmic ray and astro-physics
    • Research Institution
      High Energy Accelerator Research Organization

All 2023 2022

All Presentation

  • [Presentation] 高エネルギー加速器実験における事象分類への転移学習の応用2023

    • Author(s)
      岸本巴
    • Organizer
      日本物理学会 第78回年次大会
    • Data Source
      KAKENHI-PROJECT-22K14050
  • [Presentation] Pre-training strategy using real particle collision data for event classification in collider physics2023

    • Author(s)
      Tomoe Kishimoto, Masahiro Morinaga, Masahiko Saito, Junichi Tanaka
    • Organizer
      Machine Learning and the Physical Sciences Workshop at the 37th conference on Neural Information Processing Systems (NeurIPS) 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K14050
  • [Presentation] 加速器実験における転移学習の応用2022

    • Author(s)
      岸本巴
    • Organizer
      ML@HEP
    • Data Source
      KAKENHI-PROJECT-22K14050
  • [Presentation] Decay-aware neural network for event classification in collider physics2022

    • Author(s)
      Tomoe Kishimoto, Masahiro Morinaga, Masahiko Saito, Junichi Tanaka
    • Organizer
      Machine Learning and the Physical Sciences Workshop at the 36th conference on Neural Information Processing Systems (NeurIPS)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K14050

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