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Theoretical study on dynamics of electron carriers in photosynthesis stressed by light irradiation

Research Project

Project/Area Number 26400429
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Biological physics/Chemical physics/Soft matter physics
Research InstitutionKanazawa University

Principal Investigator

Nagao Hidemi  金沢大学, 数物科学系, 教授 (30291892)

Co-Investigator(Renkei-kenkyūsha) SAITO Hiroaki  金沢大学, 理工研究域数物科学系, 助教 (40506820)
KAWAGUCHI Kazutomo  金沢大学, 理工研究域数物科学系, 助教 (90402429)
Research Collaborator NAKAGAWA Satoshi  
Kurniawan Isman  
Saleh Arwansyah  
KODAMA Koichi  
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2017: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords光化学反応 / 電子伝達体 / 会合解離過程 / プラストシアニン / シトクロムf / 拡散過程 / 光照射ストレス / 酸化還元電位 / シトクロムb6/f
Outline of Final Research Achievements

The association/dissociation process of the electron carriers in photosynthesis has been theoretically and numerically investigated in relation to the diffusion of the proteins. The following main results have been obtained in this study. (1) Free energy profile of plastocyanin, which is one of carriers to bring one electron to cytochrome f, has been calculated by all-atom molecular dynamics simulations. The result suggests that there is no potential barrier for the electron transfer. (2) A novel coarse-grained model describing intermolecular interactions has been proposed, and the results by simulations suggest the positive correlation between the distance between the active sites and the reaction coefficient of the electron transfer. (3) Some simulations for the diffusion of plastocyanin inside the thylakoid lumen suggest that the obstacle by membrane proteins in thylakoid membrane for the electron carrier contribute to the decrease of the activity of the electron transfer.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (55 results)

All 2018 2017 2016 2015 2014 Other

All Journal Article (13 results) (of which Peer Reviewed: 13 results,  Acknowledgement Compliant: 3 results,  Open Access: 1 results) Presentation (38 results) (of which Int'l Joint Research: 11 results) Remarks (4 results)

  • [Journal Article] Theoretical study on interaction of cytochrome f and plastocyanin complex by a simple coarse-grained model with molecular crowding effect2018

    • Author(s)
      Satoshi Nakagawa, Isman Kurniawan, Koichi Kodama, Muhammad Saleh Arwansyah, Kazutomo Kawaguchi, Hidemi Nagao
    • Journal Title

      Molecular Physics

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A coarse-grained model of the effective interaction for charged amino acid residues and its application to formation of GCN4-pLI tetramer2018

    • Author(s)
      Kazutomo Kawaguchi, Satoshi Nakagawa, Isman Kurniawan, Koichi Kodama, Muhammad Saleh Arwansyah, Hidemi Nagao
    • Journal Title

      Molecular Physics

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Molecular dynamics study of binary POPC bilayers: molecular condensing effects on membrane structure and dynamics2018

    • Author(s)
      Hiroaki Saito, Tetsuya Morishita, Taku Mizukami, Ken-ichi Nishiyama, Kazutomo Kawaguchi, Hidemi Nagao
    • Journal Title

      Journal of Physics: Conference Series

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Theoretical studies on association/dissociation process of plastocyanin and cytochrome f in photosynthesis2018

    • Author(s)
      Isman Kurniawan, Takahiro Matsui, Satoshi Nakagawa, Kazutomo Kawaguchi, Hidemi Nagao
    • Journal Title

      Journal of Physics: Conference Series

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of Hydrophilic Residues and Hydrophobic Length on Flip-Flop Promotion by Transmembrane Peptides2018

    • Author(s)
      Hiroyuki Nakao, Chihiro Hayashi, Keisuke Ikeda, Hiroaki Saito, Hidemi Nagao, Minoru Nakano
    • Journal Title

      The Journal of Physical Chemistry B

      Volume: 印刷中

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A simple coarse-grained model for interacting protein complex2017

    • Author(s)
      Kazutomo Kawaguchi, Satoshi Nakagawa, Shogo Kinoshita, Makoto Wada, Hiroaki Saito, Hidemi Nagao
    • Journal Title

      Molecular Physics

      Volume: 115 Issue: 5 Pages: 587-597

    • DOI

      10.1080/00268976.2016.1234652

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Dual function of coronatine as a bacterial virulence factor against plants: possible COI1-JAZ- independent role2016

    • Author(s)
      Syusuke Egoshi,Yousuke Takaoka, Hiroaki Saito, Yuuki Nukadzuka, Kengo Hayashi, Yasuhiro Ishimaru, Hiroyuki Yamakoshi, Kosuke Dodo, Mikiko Sodeoka and Minoru Ueda
    • Journal Title

      RSC Adv.

      Volume: 6 Issue: 11 Pages: 19404-19412

    • DOI

      10.1080/08927022.2015.1102249

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Decomposition analysis of free energy profile for Hsp90-ADP association2016

    • Author(s)
      Kazutomo Kawaguchi, Hiroaki Saito, Hidemi Nagao
    • Journal Title

      Molecular Simulation

      Volume: 未定

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A hybrid-type approach with MD and DFT calculations for evaluation of redox potential of molecules2015

    • Author(s)
      Masashi Iwayama, Isman Kurniawan , Kazutomo Kawaguchi , Hiroaki Saito and Hidemi Nagao
    • Journal Title

      Molecular Simulation

      Volume: 41 Issue: 10-12 Pages: 936-941

    • DOI

      10.1080/08927022.2015.1012641

    • Related Report
      2015 Research-status Report 2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of water molecules around GTP in Hras-GTP complex and GDP in Hras-GDP complex by molecular dynamics simulations2014

    • Author(s)
      T. Miyakawa
    • Journal Title

      MOLECULAR PHYSICS

      Volume: 112 Issue: 3-4 Pages: 526-532

    • DOI

      10.1080/00268976.2013.852697

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Network of water molecules around guanine nucleotide in the Hras-GTP and -GDP complexes by MD simulations2014

    • Author(s)
      Takeshi Miyakawa, Ryota Morikawa, Masako Takasu, Kimikazu Sugimori, Tomokazu Kawaguchi, Hiroaki Saito, Hidemi Nagao
    • Journal Title

      JPS Conf. Proc.

      Volume: volume 1 Pages: 16006-16006

    • DOI

      10.7566/jpscp.1.016006

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Molecular Dynamics Study of Gramicidin A in Lipid Bilayer: Electrostatic Map and Ion Conduction2014

    • Author(s)
      Hiroaki SAITO, Masashi IWAYAMA, Kazutomo KAWAGUCHI, Taku MIZUKAMI, Takeshi MIYAKAWA, Masako TAKASU, and Hidemi NAGAO
    • Journal Title

      JPS Conf. Proc

      Volume: volume 1 Pages: 012053-012053

    • DOI

      10.7566/jpscp.1.012053

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Molecular Dynamics Study of Hsp90 and ADP: Hydrogen Bond Analysis for ADP Dissociation2014

    • Author(s)
      Kazutomo KAWAGUCHI, Hiroaki SAITO, Hidemi NAGAO
    • Journal Title

      JPS Conf. Proc.

      Volume: volume 1 Pages: 012056-012056

    • DOI

      10.7566/jpscp.1.012056

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Presentation] Theoretical study of a coarse-grained model for folding and association of a protein complex2018

    • Author(s)
      Kazutomo Kawaguchi, Satoshi Nakagawa, Hidemi Nagao
    • Organizer
      The 58th Sanibel Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Molecular Dynamics Simulation: The Free Energy Profile for Dissociation of Ligand from CA I Active Site, Theoretical study of a coarse-grained model for folding and association of a protein complex2018

    • Author(s)
      M. S. Arwansyah, I. Kurniawan, K. Kazutomo, and H. Nagao
    • Organizer
      The 58th Sanibel Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Theoretical study on intermolecular interaction and structural stability of plastcyanin and cytochrom f complex by using Go-like model2017

    • Author(s)
      S. Nakagawa, S. Kinoshita, K. Kawaguchi, H. Nagao
    • Organizer
      The 57th Sanibel Symposium
    • Place of Presentation
      St. Simons Island, USA
    • Year and Date
      2017-02-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Theoretical study of a coarse grained model of electrostatic interaction between protein molecules2017

    • Author(s)
      K. Kawaguchi, S. Nakagawa, I. Kurniawan, K. Kodama, M. Wada, H. Nagao
    • Organizer
      The 57th Sanibel Symposium
    • Place of Presentation
      St. Simons Island, USA
    • Year and Date
      2017-02-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Theoretical Studies on Stability and Dynamics of Protein by a Coarse-grained Model2017

    • Author(s)
      Satoshi Nakagawa, Kazutomo Kawaguchi, Isman Kurniawan, Arwansyah Saleh, Koichi Kodama, Hidemi Nagao
    • Organizer
      XXIX IUPAP Conference on Computational Physics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Theoretical Studies on Dynamics of Electron Carriers in Photosynthesis by a Coarse-grained Model2017

    • Author(s)
      Satoshi Nakagawa, Kazutomo Kawaguchi, Isman Kurniawan, Arwnsyah Saleh, Koichi Kodama, Hidemi Nagao
    • Organizer
      19th International Union for Pure and Applied Biophysics Congress, 11th European Biophysics Congress
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Free Energy Profile for Dissociation of Ligand from Zn2+ Ion of CA I Activesite2017

    • Author(s)
      Arwansyah Muhammad Saleh, Isman Kurniawan, Kazutomo Kawaguchi, Hidemi Nagao
    • Organizer
      第55回日本生物物理学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Theoretical studies on dynamics of electron carriers in photosynthesis2017

    • Author(s)
      Hidemi Nagao, Satoshi Nakagawa, Isman Kurniawan, Koichi Kodama, Muhammad Arwansyah, Kazutomo Kawaguchi
    • Organizer
      第55回日本生物物理学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Theoretical study on the structural stability of vesicle consisting of mixed lipids by coarse-grained model2017

    • Author(s)
      Tetsu Matsuura, Shohei Takagi, Kazutomo Kawaguchi, Hidemi Nagao
    • Organizer
      第55回日本生物物理学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Development of a coarse-grained model for charged amino acid residues2017

    • Author(s)
      K. Kawaguchi, S. Nakagawa, H. Nagao
    • Organizer
      第55回日本生物物理学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Goldman-Hodgkin-Katz 方程式から得られる静止膜電位の分子動力学シミュレーション2017

    • Author(s)
      川口一朋、長尾秀実
    • Organizer
      第31 回分子シミュレーション討論会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Theoretical Study on Contribution of Long-Range Interaction to Electronic Structure of Type I Copper Center in Multicopper Oxidase2017

    • Author(s)
      Isman Kurniawan, Koichi Kodama1, Makoto Wada1, Satoshi Nakagawa, Kimikazu Sugimori, Kazutomo Kawaguchi, Takeshi Sakurai, Hidemi Nagao
    • Organizer
      第31 回分子シミュレーション討論会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Langevin 動力学を用いたチラコイドルーメン内腔のプラストシアニンの拡散現象に関する理論的研究2017

    • Author(s)
      和田慎、高木晶平、中川聖、川口一朋、長尾秀実
    • Organizer
      第31 回分子シミュレーション討論会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Theoretical Study of RA-VII as a Candidate for Anticancer Agent: Combination of Docking and Molecular Dynamics Simulation2017

    • Author(s)
      M.S. Arwansyah, I. Kurniawan, Y. Noguchi, K. Kawaguchi, T. Miyakawa, Y. Hitotsuyanagi, S. Yokojima, R. Morikawa, M. Takasu, and H. Nagao
    • Organizer
      International Symposium on Computational Science 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Exit Pathways of Water Molecule from Tri-Nuclear Copper Center of Multicopper Oxidase: A Steered Molecular Dynamics Study2017

    • Author(s)
      I. Kurniawan, K. Kawaguchi, T. Sakurai, and H. Nagao
    • Organizer
      International Symposium on Computational Science 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Theoretical study on contribution of screened electrostatic intermolecular interaction to reaction process of Plastocyanin and Cytochrome f2017

    • Author(s)
      Satoshi Nakagawa, Kazutomo Kawaguchi, Hidemi Nagao
    • Organizer
      International Symposium on Computational Science 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Theoretical study of diffusion of plastocyanin with Langevin dynamics simulation2017

    • Author(s)
      Makoto Wada, Satoshi Nakagawa, Kazutomo Kawaguchi, Hidemi Nagao
    • Organizer
      International Symposium on Computational Science 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 水溶液中のタンパク質間静電相互作用の粗視化モデル2016

    • Author(s)
      川口一朋、長尾秀実
    • Organizer
      第30回分子シミュレーション討論会
    • Place of Presentation
      大阪大学 基礎工学国際棟 シグマホール (大阪)
    • Year and Date
      2016-11-30
    • Related Report
      2016 Research-status Report
  • [Presentation] POPC の膜電位に関する理論的研究2016

    • Author(s)
      伊藤誠一朗、川口一朋、長尾秀実
    • Organizer
      第30回分子シミュレーション討論会
    • Place of Presentation
      大阪大学 基礎工学国際棟 シグマホール (大阪)
    • Year and Date
      2016-11-30
    • Related Report
      2016 Research-status Report
  • [Presentation] Theoretical study of a conformational change in Hsp902016

    • Author(s)
      K. Kawaguchi, H. Nagao
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場(つくば)
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Theoretical study on the structural stability of plastocyanin and cytochrome f complex by using Go-like model2016

    • Author(s)
      S. Nakagawa, S. Kinoshita, M. Wada, K. Kawaguchi, H. Nagao
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場(つくば)
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Theoretical study on the process of the formation of lipid molecule cluster by coarse-grained model2016

    • Author(s)
      S. Kinoshita, S. Nakagawa, M. Wada, S. Ito, K. Kawaguchi, H. Nagao
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場(つくば)
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Theoretical study of diffusion of plastocyanin with Langevin equation2016

    • Author(s)
      M. Wada, S. Nakagawa, S. Kinoshita, I. Kurniawan, K. Kodama, K. Kawaguchi, H. Nagao
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場(つくば)
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Analysis of dynamics of hydrogen bond between the solvent water and the Hras-GTP/GDP complexes by molecular dynamics simulations2016

    • Author(s)
      T. Miyakawa, R. Morikawa, M. Takasu, K. Sugimori, K. Kawaguchi, H. Nagao
    • Organizer
      第54回日本生物物理学会年会
    • Place of Presentation
      つくば国際会議場(つくば)
    • Year and Date
      2016-11-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Theoretical Study of a Coarse-grained Potential of Hydrophobic Interaction between Protein Molecules” (poster) International Symposium on Multi-scale Simulation of Condensed-phase Reacting Systems2016

    • Author(s)
      K. Kawaguchi, H. Nagao
    • Organizer
      MSCRS2016
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      2016-10-10
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] タンパク質間相互作用の粗視化モデルに関する理論的研究2016

    • Author(s)
      川口一朋、長尾秀実
    • Organizer
      第10回分子科学討論会
    • Place of Presentation
      神戸ファッションマート(神戸)
    • Year and Date
      2016-09-13
    • Related Report
      2016 Research-status Report
  • [Presentation] Theoretical Study on Electronic Properties of the Active Site of Multicopper Protein2016

    • Author(s)
      I. Kurniawan, K. Kodama, M. Wada, S. Nakagawa, K. Sugimori, T. Sakurai, H. Nagao
    • Organizer
      第10回分子科学討論会
    • Place of Presentation
      神戸ファッションマート(神戸)
    • Year and Date
      2016-09-13
    • Related Report
      2016 Research-status Report
  • [Presentation] Hras-GTP/GDP系でのGTP/GDP周辺における水素結合の静的性質と動的性質の分子動力学法による研究2016

    • Author(s)
      宮川毅、森河良太、高須昌子、杉森公一、川口一朋、長尾秀実
    • Organizer
      日本物理学会2016年秋季大会
    • Place of Presentation
      金沢大学角間キャンパス(金沢)
    • Year and Date
      2016-09-13
    • Related Report
      2016 Research-status Report
  • [Presentation] 疎水性アミノ酸残基間に働く有効相互作用に関する理論的研究2016

    • Author(s)
      川口一朋、齋藤大明、長尾秀実
    • Organizer
      日本物理学会第71回年次大会
    • Place of Presentation
      東北学院大学 仙台
    • Year and Date
      2016-03-19
    • Related Report
      2015 Research-status Report
  • [Presentation] 水溶液中の溶質分子の親水性・疎水性に関する理論的研究2015

    • Author(s)
      川口一朋、齋藤大明、長尾秀実
    • Organizer
      第9回分子科学討論会
    • Place of Presentation
      東京工業大学 東京
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] Goモデルを用いたプラストシアニン―シトクロムfにおけるタンパク質間相互作用に関する理論的研究2015

    • Author(s)
      中川聖、木下翔吾、松井貴寛、川口一朋、齋藤大明、長尾秀実
    • Organizer
      第9回分子科学討論会
    • Place of Presentation
      東京工業大学 東京
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] プラストシアニンとシトクロムfの会合―解離過程における自由エネルギー地形に関する理論的研究2015

    • Author(s)
      松井貴寛、中川聖、川口一朋、齋藤大明、長尾秀実
    • Organizer
      第9回分子科学討論会
    • Place of Presentation
      東京工業大学 東京
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] Role of water molecules for association of Hsp90 and ADP2015

    • Author(s)
      Kazutomo Kawaguchi, Hiroaki Saito, Hidemi Nagao
    • Organizer
      第53回日本生物物理学会年会
    • Place of Presentation
      金沢大学 金沢
    • Year and Date
      2015-09-13
    • Related Report
      2015 Research-status Report
  • [Presentation] Theoretical study of distribution of ADP in binding pocket of Hsp902014

    • Author(s)
      Kazutomo Kawaguchi, Hiroaki Saito, Hidemi Nagao
    • Organizer
      第52回日本生物物理学会年会
    • Place of Presentation
      札幌
    • Year and Date
      2014-09-25 – 2014-09-26
    • Related Report
      2014 Research-status Report
  • [Presentation] フレキシブルモデルを用いた分子ドッキング法の開発2014

    • Author(s)
      齋藤大明,川口一朋,長尾秀実
    • Organizer
      第8回分子科学討論会
    • Place of Presentation
      東広島
    • Year and Date
      2014-09-21 – 2014-09-24
    • Related Report
      2014 Research-status Report
  • [Presentation] MD法とQM/MM計算によるブルー銅タンパク質の酸化還元電位に関する理論的研究2014

    • Author(s)
      岩山将士,齋藤大明,川口一朋,長尾秀実
    • Organizer
      第8回分子科学討論会
    • Place of Presentation
      東広島
    • Year and Date
      2014-09-21 – 2014-09-24
    • Related Report
      2014 Research-status Report
  • [Presentation] タンパク質間の解離過程における 自由エネルギー地形に関する理論的研究2014

    • Author(s)
      松井 貴寛, 齋藤 大明, 川口 一朋, 長尾 秀実
    • Organizer
      第8回分子科学討論会
    • Place of Presentation
      東広島
    • Year and Date
      2014-09-21 – 2014-09-24
    • Related Report
      2014 Research-status Report
  • [Presentation] Hras-GTP の GTP 周辺での溶媒水と複合体の水素結合の分子動力学法による研究2014

    • Author(s)
      宮川毅, 森河良太, 高須昌子, 杉森公一, 川口一朋, 齋藤大明, 長尾秀実
    • Organizer
      日本物理学会2014年秋季大会
    • Place of Presentation
      中部大学
    • Year and Date
      2014-09-07 – 2014-09-11
    • Related Report
      2014 Research-status Report
  • [Remarks]

    • URL

      http://hal.s.kanazawa-u.ac.jp

    • Related Report
      2017 Annual Research Report
  • [Remarks]

    • URL

      http://hal.s.kanazawa-u.ac.jp/

    • Related Report
      2016 Research-status Report
  • [Remarks]

    • URL

      http://hal.s.kanazawa-u.ac.jp

    • Related Report
      2015 Research-status Report
  • [Remarks] http://hal.s.kanazawa-u.ac.jp/

    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2019-03-29  

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