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Moriwaki Kana  森脇 可奈

ORCIDConnect your ORCID iD *help
Researcher Number 60962321
Other IDs
Affiliation (Current) 2026: 東京大学, 大学院理学系研究科(理学部), 助教
Affiliation (based on the past Project Information) *help 2023 – 2025: 東京大学, 大学院理学系研究科(理学部), 助教
Review Section/Research Field
Principal Investigator
Basic Section 16010:Astronomy-related
Except Principal Investigator
Science and Engineering
Keywords
Principal Investigator
宇宙再電離 / 機械学習 / 宇宙大規模構造 / 宇宙最電離 / 銀河形成 / 観測的宇宙論
Except Principal Investigator
疎性モデリング / サブミリ波 / 深層学習 / 集積超伝導分光 … More / 輝線強度マッピング / ミリ波サブミリ波 / データ科学に基づく観測・解析手法 / 大規模宇宙論シミュレーション / 集積超伝導分光器 / 宇宙における重元素生成集積史 / サブミリ波輝線強度マッピング / 大規模サーベイ観測 / 銀河形成シミュレーション / CO, [CII]輝線銀河 / データ科学 / 面分光装置 IFU / 宇宙における重元素生成史 Less
  • Research Projects

    (3 results)
  • Research Products

    (18 results)
  • Co-Researchers

    (7 People)
  •  Formation Processes of Heavy Elements in the Early Universe Elucidated by Superconducting Nanoelectronics, Large-Scale Numerical Simulations, and Data Science

    • Principal Investigator
      河野 孝太郎
    • Project Period (FY)
      2024 – 2028
    • Research Category
      Grant-in-Aid for Specially Promoted Research
    • Review Section
      Science and Engineering
    • Research Institution
      The University of Tokyo
  •  Formation Processes of Heavy Elements in the Early Universe Elucidated by Superconducting Nanoelectronics, Large-Scale Numerical Simulations, and Data Science

    • Principal Investigator
      河野 孝太郎
    • Project Period (FY)
      2023 – 2029
    • Research Category
      Fund for the Promotion of Joint International Research (International Leading Research )
    • Review Section
      Science and Engineering
    • Research Institution
      The University of Tokyo
  •  次世代広域観測に向けた銀河形成モデルの研究Principal Investigator

    • Principal Investigator
      森脇 可奈
    • Project Period (FY)
      2023 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 16010:Astronomy-related
    • Research Institution
      The University of Tokyo

All 2025 2024 2023

All Journal Article Presentation

  • [Journal Article] Insights into the 21?cm field from the vanishing cross-power spectrum at the epoch of reionization2024

    • Author(s)
      Moriwaki Kana、Beane Angus、Lidz Adam
    • Journal Title

      Monthly Notices of the Royal Astronomical Society

      Volume: 530 Issue: 3 Pages: 3183-3194

    • DOI

      10.1093/mnras/stae1050

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446, KAKENHI-PROJECT-23K20035
  • [Presentation] Transformer as a fast but realistic model for creating LIM mocks2025

    • Author(s)
      Kana Moriwaki
    • Organizer
      SUBLIME 2025
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] 正規化フローモデルを用いた 21cm 線イメージングデータからのパラメータ推定2025

    • Author(s)
      森脇可奈
    • Organizer
      日本天文学会 2024 年春季年会
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] Transformer as a fast but realistic model for creating LIM mocks2024

    • Author(s)
      Moriwaki, Kana
    • Organizer
      SUBLIME2025
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K20035
  • [Presentation] Generative models for large-scale structures2024

    • Author(s)
      Moriwaki, Kana
    • Organizer
      Physics in the AI Era
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K20035
  • [Presentation] 条件付き生成モデルにって探る遠方銀河の性質と宇宙再電離の関連2024

    • Author(s)
      森脇可奈
    • Organizer
      日本天文学会2024年春季年会
    • Data Source
      KAKENHI-PROJECT-23K20035
  • [Presentation] 正規化フローモデルを用いた 21cm 線イメージングデータからのパラメータ 推定2024

    • Author(s)
      森脇可奈
    • Organizer
      日本天文学会2025年春季年会
    • Data Source
      KAKENHI-PROJECT-23K20035
  • [Presentation] The vanishing cross-power spectrum at the epoch of reionization / SUBLIME-TIFUUN Project2024

    • Author(s)
      Kana Moriwaki
    • Organizer
      Line Intensity Mapping 2024
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] Reconstruction of the Large-Scale Structure of the Universe with Conditional GAN2024

    • Author(s)
      Kana Moriwaki
    • Organizer
      AI-driven discovery in physics and astrophysics
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] 輝線強度マッピングへの期待と課題2024

    • Author(s)
      森脇可奈
    • Organizer
      超伝導工学・大規模数値計算・データ科学で解明する宇宙最初期の重元素生成過程
    • Invited
    • Data Source
      KAKENHI-PROJECT-23K20035
  • [Presentation] ASURA-FDPS-ML: Star-by-star Galaxy Simulations Accelerated by Surrogate Modeling for Supernova Feedback2024

    • Author(s)
      Keiya Hirashima, Kana Moriwaki, Michiko S. Fujii, Yutaka Hirai, Takayuki R. Saitoh, Junichiro Makino, Ulrich P. Steinwandel, and Shirley Ho
    • Organizer
      NeurIPS 2024 AI for Science Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] Convolutional Vision Transformer for Cosmology Parameter Inference2024

    • Author(s)
      Yash Gondhalekar and Kana Moriwaki
    • Organizer
      NeurIPS 2024 AI for Science Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] Estimating EoR parameters with deep learning2024

    • Author(s)
      Kana Moriwaki
    • Organizer
      Hongo 21 cm workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] Machine Learning in Cosmology and Astrophysics2024

    • Author(s)
      Kana Moriwaki
    • Organizer
      Third Mini- Workshop on the Early Universe
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] 条件付き生成モデルにって探る遠方銀河の性質と宇宙再電離の関連2024

    • Author(s)
      森脇可奈
    • Organizer
      日本天文学会 2024 年春季年会
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] Generative models for large-scale structures2024

    • Author(s)
      Kana Moriwaki
    • Organizer
      Physics in the AI Era
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] Deep learning application to large-scale structure of the universe traced by line intensity2023

    • Author(s)
      Kana Moriwaki
    • Organizer
      The 14th RESCEU Symposium, From Large to Small Structures in the Universe
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K03446
  • [Presentation] 数値シミュレーションを用いた再電離期における 21cm 線と輝線銀河 の相関 シグナルの推定2023

    • Author(s)
      森脇可奈
    • Organizer
      日本天文学会 2023 年秋季年会
    • Data Source
      KAKENHI-PROJECT-23K03446
  • 1.  河野 孝太郎 (80321587)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 2.  竹腰 達哉 (00714164)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  田村 陽一 (10608764)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 4.  池田 思朗 (30336101)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 5.  吉田 直紀 (90377961)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 6.  南谷 哲宏 (20451437)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  中島 拓 (90570359)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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