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Honda Naoki  本田 直樹

ORCIDConnect your ORCID iD *help
Researcher Number 30515581
Other IDs
Affiliation (Current) 2022: 広島大学, 統合生命科学研究科(理), 教授
Affiliation (based on the past Project Information) *help 2021 – 2022: 広島大学, 統合生命科学研究科(理), 教授
2018 – 2020: 京都大学, 生命科学研究科, 准教授
2017: 京都大学, 生命科学研究科, 特定准教授
2016: 京都大学, 生命科学研究科, 特定研究員
2013 – 2015: 京都大学, 医学(系)研究科(研究院), 准教授
Review Section/Research Field
Principal Investigator
Life / Health / Medical informatics / Biological Sciences / Basic Section 62010:Life, health and medical informatics-related / Transformative Research Areas, Section (IV)
Except Principal Investigator
Medium-sized Section 44:Biology at cellular to organismal levels, and related fields / Transformative Research Areas, Section (IV)
Keywords
Principal Investigator
機械学習 / 数理モデル / 報酬 / データ解析 / データ駆動生物学 / 数理モデリング / 細胞骨格系 / アクチンフィラメント / 微小管 / 神経極性 … More / 成長円錐 / 糸状仮足 / 細胞移動 / 細胞骨格 / 逆強化学習 / 行動戦略 / 意志決定 / 線虫 / 数里モデル / 人工知能 / 行動学 / 神経科学 / 制御工学 / 動物 / 心の葛藤 / 意思決定 / 好奇心 … More
Except Principal Investigator
アクチン / 原子間力顕微鏡 / 表層骨格 / シグナル伝達 / 機械学習 / 高速原子間力顕微鏡 / 表層アクチン / 細胞骨格 / ライブセルイメージング / アクチン骨格 / 自由エネルギー原理 / 予測符号化 / 能動的推論 / 限定合理性 / AI / 新FEP理論 / 神経科学 / 情報獲得 Less
  • Research Projects

    (7 results)
  • Research Products

    (43 results)
  • Co-Researchers

    (20 People)
  •  多細胞動態を司る支配方程式のデータ駆動的解読Principal Investigator

    • Principal Investigator
      本田 直樹
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 62010:Life, health and medical informatics-related
    • Research Institution
      Hiroshima University
  •  あいまい環境に対峙する脳・生命体の情報獲得戦略研究の推進

    • Principal Investigator
      小坂田 文隆
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Transformative Research Areas (B)
    • Review Section
      Transformative Research Areas, Section (IV)
    • Research Institution
      Nagoya University
  •  新自由エネルギー原理の確立Principal Investigator

    • Principal Investigator
      本田 直樹
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Transformative Research Areas (B)
    • Review Section
      Transformative Research Areas, Section (IV)
    • Research Institution
      Hiroshima University
  •  Analyses of cortical actin dynamics by live-cell imaging and machine-learning

    • Principal Investigator
      Yoshimura Shigehiro
    • Project Period (FY)
      2019 – 2020
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 44:Biology at cellular to organismal levels, and related fields
    • Research Institution
      Kyoto University
  •  脳回路構築における軸索配線原理の解読Principal Investigator

    • Principal Investigator
      本田 直樹
    • Project Period (FY)
      2019 – 2020
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Biological Sciences
    • Research Institution
      Kyoto University
  •  Identification of neural basis of animal behavioral strategy by inverse reinforcement learningPrincipal Investigator

    • Principal Investigator
      Honda Naoki
    • Project Period (FY)
      2016 – 2019
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Life / Health / Medical informatics
    • Research Institution
      Kyoto University
  •  Toward cytoskeleton-based understanding of neuronal morphogenesisPrincipal Investigator

    • Principal Investigator
      Honda Naoki
    • Project Period (FY)
      2013 – 2015
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Life / Health / Medical informatics
    • Research Institution
      Kyoto University

All 2021 2020 2019 2018 2017 2016 2015 2014 Other

All Journal Article Presentation Book

  • [Book] 実験医学増刊 Vol.38 No.20「機械学習を生命科学に使う!」2020

    • Author(s)
      本田直樹(分担執筆、第2章-3)
    • Total Pages
      7
    • Publisher
      羊土社
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Book] 実験医学増刊 Vol.38 No.20「機械学習を生命科学に使う!」2020

    • Author(s)
      本田直樹(分担執筆、第4章-7)
    • Total Pages
      8
    • Publisher
      羊土社
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Book] AI導入によるバイオテクノロジーの発展2018

    • Author(s)
      本田直樹(共著)
    • Total Pages
      234
    • Publisher
      シーエムシー出版
    • ISBN
      9784781313153
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Book] 実験医学2017年5月号2017

    • Author(s)
      篠原美都, 本田直樹, 篠原隆司
    • Total Pages
      141
    • Publisher
      羊土社
    • ISBN
      9784758101639
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Journal Article] Hierarchical modeling of mechano-chemical dynamics of epithelial sheets across cells and tissue.2021

    • Author(s)
      Asakura Yoshifumi、Kondo Yohei、Aoki Kazuhiro、Naoki Honda
    • Journal Title

      SCIENTIFIC REPORTS

      Volume: 11 Pages: 1-15

    • DOI

      10.1038/s41598-021-83396-6

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-19H05675, KAKENHI-PUBLICLY-19H04776, KAKENHI-PUBLICLY-19H05438, KAKENHI-PLANNED-19H05798, KAKENHI-PROJECT-18H02444, KAKENHI-PROJECT-20J15811, KAKENHI-ORGANIZER-19H05670, KAKENHI-ORGANIZER-19H05794
  • [Journal Article] Model-based prediction of spatial gene expression via generative linear mapping2021

    • Author(s)
      Okochi Yasushi、Sakaguchi Shunta、Nakae Ken、Kondo Takefumi、Naoki Honda
    • Journal Title

      Nature Communications

      Volume: 12

    • DOI

      10.1038/s41467-021-24014-x

    • NAID

      120007089251

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-ORGANIZER-21H05167, KAKENHI-PROJECT-20J23385
  • [Journal Article] Noise-resistant developmental reproducibility in vertebrate somite formation.2019

    • Author(s)
      Honda N*, Akiyama R, Sari DWK, Ishii S, Bessho Y and Matsui T
    • Journal Title

      PLoS computational biology

      Volume: 15(2)

    • DOI

      10.1371/journal.pcbi.1006579

    • NAID

      120006553009

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16147, KAKENHI-PROJECT-17K15127, KAKENHI-PROJECT-16K14737, KAKENHI-PROJECT-16K15220, KAKENHI-PROJECT-15H04322, KAKENHI-PUBLICLY-17H05768, KAKENHI-PROJECT-18H02451
  • [Journal Article] Identification of animal behavioral strategies by inverse reinforcement learning2018

    • Author(s)
      Yamaguchi S, Honda N*, Ikeda M, Tsukada Y, Nakano S, Mori I and Ishii S
    • Journal Title

      PLOS Computational Biology

      Volume: 14(5)

    • DOI

      10.1371/journal.pcbi.1006122

    • NAID

      120006469168

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16147, KAKENHI-PUBLICLY-18H05123, KAKENHI-PROJECT-16H02516, KAKENHI-PROJECT-16H02873, KAKENHI-PLANNED-17H06310
  • [Journal Article] Time-lapse observation of stepwise regression of Erk activity in zebrafish presomitic mesoderm2018

    • Author(s)
      Sari DWK, Akiyama R, Naoki H, Ishijima H, Bessho Y, Matsui T
    • Journal Title

      Scientific Reports

      Volume: 8 Pages: 4335-4335

    • DOI

      10.1038/s41598-018-22619-9

    • NAID

      120006517802

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K15220, KAKENHI-PROJECT-16K16147, KAKENHI-PROJECT-17K15127, KAKENHI-PROJECT-16K14737, KAKENHI-PUBLICLY-17H05768, KAKENHI-PROJECT-15H04322
  • [Journal Article] Revisiting chemoaffinity theory: Chemotactic implementation of topographic axonal projection2017

    • Author(s)
      Honda Naoki
    • Journal Title

      PLoS Computational Biology

      Volume: 13 Pages: 8-8

    • DOI

      10.1371/journal.pcbi.1005702

    • NAID

      120006360789

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Journal Article] Identification of animal behavioral strategies by inverse reinforcement learning.2017

    • Author(s)
      Yamaguchi S, Honda N, Ikeda M, Tsukada Y, Nakano S, Mori I and Ishii S
    • Journal Title

      Cold Spring Harbor Laboratory bioRxiv

      Volume: 129007 Pages: 129007-129007

    • DOI

      10.1101/129007

    • NAID

      120006469168

    • Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K07499, KAKENHI-PROJECT-16K16147, KAKENHI-PUBLICLY-16H01272, KAKENHI-PUBLICLY-16H01333, KAKENHI-PROJECT-16H02516
  • [Journal Article] Discovery of long-range inhibitory signaling to ensure single axon formation2017

    • Author(s)
      Takano Tetsuya、Wu Mengya、Nakamuta Shinichi、Naoki Honda、Ishizawa Naruki、Namba Takashi、Watanabe Takashi、Xu Chundi、Hamaguchi Tomonari、Yura Yoshimitsu、Amano Mutsuki、Hahn Klaus M.、Kaibuchi Kozo
    • Journal Title

      Nature Communications

      Volume: 8 Pages: 33-33

    • DOI

      10.1038/s41467-017-00044-2

    • NAID

      120006325188

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K07383, KAKENHI-PROJECT-16K16147, KAKENHI-PUBLICLY-17H05561, KAKENHI-PUBLICLY-17H05693, KAKENHI-PROJECT-15J03173, KAKENHI-PROJECT-17J09461, KAKENHI-PROJECT-17H01380
  • [Journal Article] Nonrandom contribution of left and right testes to germline transmission from mouse spermatogonial stem cells.2017

    • Author(s)
      Mito Kanatsu-Shinohara, Honda Naoki, Takashi Shinohara
    • Journal Title

      Biol. Reprod.

      Volume: 97(6) Pages: 902-910

    • DOI

      10.1093/biolre/iox141

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K16147, KAKENHI-PLANNED-25112003, KAKENHI-PROJECT-15K14362
  • [Journal Article] Propagating wave of ERK activation orients collective cell migration.2017

    • Author(s)
      Aoki Kazuhiro、Kondo Yohei、Naoki Honda、Hiratsuka Toru、Itoh Reina E.、Matsuda Michiyuki
    • Journal Title

      Developmental Cell

      Volume: 43

    • DOI

      10.1016/j.devcel.2017.10.016

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16KT0069, KAKENHI-PROJECT-16K16147, KAKENHI-PUBLICLY-16H01425, KAKENHI-PUBLICLY-16H01447
  • [Journal Article] Self-organization mechanism of distinct microtubule orientations in axons and dendrites2017

    • Author(s)
      Honda Naoki, Katsuhiro Uegaki, Shin Ishii
    • Journal Title

      bioRxiv

      Volume: 163014 Pages: 1-18

    • DOI

      10.1101/163014

    • Open Access
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Journal Article] Reconstruction of Spatial Thermal Gradient Encoded in Thermosensory Neuron AFD in Caenorhabditis elegans.2016

    • Author(s)
      Tsukada, Y., Yamao, M., Honda, N., Shimowada, T., Ohnishi, N., Kuhara, A., Ishii, S., Mori, I.
    • Journal Title

      J. Neurosci

      Volume: 36 Pages: 2571-2581

    • DOI

      10.1523/jneurosci.2837-15.2016

    • NAID

      120006360790

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K14574, KAKENHI-PROJECT-26560459, KAKENHI-PROJECT-24247001, KAKENHI-PROJECT-25730177, KAKENHI-PLANNED-15H05928, KAKENHI-PROJECT-15H04404, KAKENHI-PROJECT-26640018
  • [Journal Article] Intercellular propagation of extracellular signal-regulated kinase activation revealed by in vivo imaging of mouse skin2015

    • Author(s)
      Hiratsuka T, Fujita Y, Naoki H, Aoki K, Kamioka Y, Matsuda M
    • Journal Title

      eLIFE

      Volume: - Pages: 1-18

    • DOI

      10.7554/elife.05178

    • NAID

      120005540395

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-12J04257, KAKENHI-ORGANIZER-22113001, KAKENHI-PUBLICLY-25117715, KAKENHI-PROJECT-25730177, KAKENHI-PROJECT-26290053, KAKENHI-PROJECT-26830070, KAKENHI-PLANNED-22113002, KAKENHI-PLANNED-15H05949
  • [Journal Article] Distinct predictive performance of Rac1 and Cdc42 in cell migration.2015

    • Author(s)
      Masataka Yamao, Honda Naoki, Katsuyuki Kunida, Kazuhiro Aoki, Michiyuki Matsuda, Shin Ishii
    • Journal Title

      Scientific Reports

      Volume: 5:17527 Pages: 1-14

    • DOI

      10.1038/srep17527

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25730177
  • [Journal Article] 細胞移動のシステム同定2014

    • Author(s)
      本田直樹、山尾将隆、石井信
    • Journal Title

      生命の科学

      Volume: 65 Pages: 468-469

    • Data Source
      KAKENHI-PROJECT-25730177
  • [Journal Article] Mathematical Modeling of Neuronal Polarization During Development2014

    • Author(s)
      Honda Naoki, Shin Ishii
    • Journal Title

      Progress in Molecular Biology and Translational Science

      Volume: 41 Pages: 123-127

    • DOI

      10.1016/b978-0-12-397897-4.00003-6

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-22115012, KAKENHI-PROJECT-25730177
  • [Presentation] 生命システムのデータ駆動モデリング2021

    • Author(s)
      本田直樹
    • Organizer
      第1回分子サイバネティクス・分子ロボティクス定例研究会
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Presentation] 多細胞動態を司る支配方程式のデータ駆動的解読2020

    • Author(s)
      本田直樹
    • Organizer
      数理生物学会
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Presentation] 行動に潜在する戦略と葛藤のデータ駆動的解読2020

    • Author(s)
      本田直樹
    • Organizer
      数理生物学セミナー2020
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Presentation] 数学で生物リズムの機能的意義を考える:体節形成・集団的細胞移動2020

    • Author(s)
      本田直樹
    • Organizer
      生物リズム若手研究者の集い2020
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Presentation] 逆強化学習による「動物の行動戦略」の解読2020

    • Author(s)
      本田直樹
    • Organizer
      第43回日本神経科学大会シンポジウム「センシングとAIが結ぶ神経科学と生態学」
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Presentation] 多細胞動態を司る支配方程式のデータ駆動的解読2020

    • Author(s)
      本田直樹
    • Organizer
      公立はこだて未来大学・第3回複雑系知能セミナー
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-19H04776
  • [Presentation] Deciphering animal behavioral strategy by inverse reinforcement learning2019

    • Author(s)
      Honda Naoki
    • Organizer
      2019 A3 Workshop on Mathematical Life Science
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] Inverse Reinforcement Learning and Active Inference in Gradient Sensing Behavior2019

    • Author(s)
      Honda Naoki
    • Organizer
      Computational Principles in Active Perception and Reinforcement Learning in the Brain
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] 逆強化学習による動物行動戦略の解読2019

    • Author(s)
      本田直樹
    • Organizer
      生理研研究会2019 認知神経科学の先端「脳の理論から身体・世界へ」
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] 逆強化学習による「動物の行動戦略」のデータ駆動的解読2019

    • Author(s)
      本田直樹
    • Organizer
      生物工学会
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] Identification of animal behavioral strategy by inverse reinforcement learning2019

    • Author(s)
      Honda Naoki
    • Organizer
      International Conference of Systems Biology
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] Identification of animal behavioral and learning principles by inverse reinforcement learning.2019

    • Author(s)
      Honda Naoki
    • Organizer
      NSI workshop 2019 ~Neural Mechanisms underlying Behavior~
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] Identification of Animal Behavioral Strategies by Inverse Reinforcement Learning2018

    • Author(s)
      Naoki Honda
    • Organizer
      神経科学会
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] Identification of Animal Behavioral Strategies by Inverse Reinforcement Learning2018

    • Author(s)
      本田直樹
    • Organizer
      Mortor Contol研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] 動物の行動戦略を解読する逆強化学習~線虫行動への応用~2018

    • Author(s)
      本田直樹、池田宗樹
    • Organizer
      定量生物学の会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] Chemotactic mechanism for topographic map formation2017

    • Author(s)
      Honda Naoki
    • Organizer
      日本神経科学大会
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] トポグラフィックな神経軸索投射の走化性メカニズム2017

    • Author(s)
      本田 直樹
    • Organizer
      日本数理生物学会年会
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] Chemotactic implementation of topographic map formation2017

    • Author(s)
      Honda Naoki
    • Organizer
      日本神経回路学会全国大会
    • Data Source
      KAKENHI-PROJECT-16K16147
  • [Presentation] 神経軸索の走化性と神経回路形成の数理的アプローチ2016

    • Author(s)
      本田直樹
    • Organizer
      第121回日本解剖学会総会
    • Place of Presentation
      ビックパレット福島
    • Year and Date
      2016-03-28
    • Invited
    • Data Source
      KAKENHI-PROJECT-25730177
  • [Presentation] 細胞内シグナルが制御する細胞移動のシステム同定2014

    • Author(s)
      本田直樹
    • Organizer
      数学協働プログラム 「生命ダイナミックスの数理とその応用」
    • Place of Presentation
      東京大学 駒場キャンパス
    • Invited
    • Data Source
      KAKENHI-PROJECT-25730177
  • [Presentation] A Model of Orientational Organization of Microtubule in Axon and Dendrite during Polarization2014

    • Author(s)
      Katsuhiro Uegaki, Honda Naoki and Shin Ishii
    • Organizer
      2014 Winter q-bio Meeting
    • Place of Presentation
      Big island in hawaii
    • Data Source
      KAKENHI-PROJECT-25730177
  • [Presentation] 神経軸索誘導における誘引的および忌避的走化性の数理モデル

    • Author(s)
      本田直樹
    • Organizer
      生命ダイナミクスの数理とその応用:異分野とのさらなる融合
    • Place of Presentation
      東京大学大学院数理科学研究科 大講義室
    • Year and Date
      2014-12-02 – 2014-12-04
    • Invited
    • Data Source
      KAKENHI-PROJECT-25730177
  • [Presentation] 外部シグナルに制御される細胞集団移動の数理モデル

    • Author(s)
      村瀬晃生, 本田 直樹, 石井 信
    • Organizer
      電子情報通信学会技術研究報告NC
    • Place of Presentation
      玉川大学
    • Year and Date
      2015-03-16 – 2015-03-17
    • Data Source
      KAKENHI-PROJECT-25730177
  • 1.  Yoshimura Shigehiro (90346106)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 2.  青木 一洋 (80511427)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 3.  小坂田 文隆 (60455334)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  雨森 賢一 (70344471)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  山田 恭史 (80802561)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  NAKANO Shunji
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 4 results
  • 7.  TSUKADA Yuki
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 3 results
  • 8.  MATSUI Takaaki
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 4 results
  • 9.  BESSHO Yasumasa
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 6 results
  • 10.  AKIYAMA Ryutaro
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 6 results
  • 11.  MORI Ikue
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 4 results
  • 12.  石井 信
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 2 results
  • 13.  近藤 洋平
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 14.  天野 睦紀
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 15.  貝淵 弘三
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 16.  篠原 隆司
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 17.  松田 道行
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 18.  上岡 裕治
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 19.  平塚 拓也
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 20.  久原 篤
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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