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電子ダイナミクスに基づく生体分子触媒反応のシミュレーション

Research Project

Project/Area Number 19340108
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Mathematical physics/Fundamental condensed matter physics
Research InstitutionUniversity of Tsukuba

Principal Investigator

BOERO Mauro  筑波大, 数理物質科学研究科, 准教授 (40361315)

Co-Investigator(Kenkyū-buntansha) 舘野 賢  筑波大学, 大学院・数理物質科学研究科, 准教授 (40291926)
重田 育照  筑波大学, 大学院・数理物質科学研究科, 講師 (80376483)
Project Period (FY) 2007 – 2008
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥18,850,000 (Direct Cost: ¥14,500,000、Indirect Cost: ¥4,350,000)
Fiscal Year 2009: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2008: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2007: ¥10,010,000 (Direct Cost: ¥7,700,000、Indirect Cost: ¥2,310,000)
KeywordsQM / MMハイブリッド計算 / シトクローム酸化酵素 / 触媒反応 / 電子構造 / 酸素反応 / 立体構造 / 分子動力学計算 / ハイブリッド計算 / 第一原理分子動力学計算 / タンパク質 / RNA / 酵素反応 / メタダイナミクス
Research Abstract

本研究は,計算物理科学において現在飛躍的に発展中の,最先端の理論計算手法を駆使して,数万〜十万原子以上より構成される巨大な生体高分子系を,現実の系と同様,溶液における存在環境の中で,量子力学(QM)および古典理論(MM)を組み合わせて用いることにより,QM/MMハイブリッド・シミュレーションを実現する。これによって,酵素触媒反応における反応経路を解明し,その活性化エネルギなどの基本的な物理量を明らかにする。またそれらの計算結果について,実験結果との比較・検証による構造生物学的な解析を精密に進めることにより,反応機構に内在する法則性を理論的に解明することを目的とする。
昨年度の成果として,vander Waals相互作用に対する効率的な計算法の開発を推進したが,本年度はその飛躍的な発展がなされた。すなわち,従来は高度な量子力学計算(CCSD(T)など)を必要とした系に対しても,剛計算とほぼ同等の計算量で,CCSD(T)の精度に匹敵する計算精度を有する計算法へと発展させることに成功し,そのQM/MMハイブリッド計算システムへの実装も実現し左(印刷中)。これは今後,生体高分子の解析において,極めて重要な解析手法となる。
本年度はさらに,タンパク質やRNAの酵素に対してQM畑分子動力学計算を実現し,その反応機構の詳細な解析をスタートした。プロテイン・スプライシングにおいては,その多段階反応の最初のステップに対して,反応経路および反応座標に対する探索を行い,その同定を進めた。これにより,ほぼ最適経路の同定に成功し,現在,第2ステップの反応へと解析を進めている段階にある。RNA酵素においても同様に,反応経路の探索と反応座標の同定が進行中であり,今後,これらの反応機構の全貌が解明されるものと期待される。

Report

(2 results)
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (62 results)

All 2009 2008 2007 2006 Other

All Journal Article (21 results) (of which Peer Reviewed: 21 results) Presentation (40 results) Book (1 results)

  • [Journal Article] A First-Principle Exploration of Heme a and Heme a3 of the Bovine Cytochromec Oxidase in Reduced and Oxidized Charge States2009

    • Author(s)
      Boero, M., et al.
    • Journal Title

      J. Comp. Theor. Nanosci. (In press.)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A A First Principles Investigation of Water Dipole Moment in a Defective Continuous Hydrogen Bond Network2009

    • Author(s)
      Scipioni,R., et al.
    • Journal Title

      J. Chem. Phys 130

      Pages: 24502-24502

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of stabilization energies in π-πand cation-π interactions involved in biological macromolecules by ab initio calculations2009

    • Author(s)
      Tateno, M. and Y. Hagiwara, Y.
    • Journal Title

      J. Phys.: Cond. Mat. 21

      Pages: 64243-64243

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] QM/MM hybrid calculation of biological macromolecules using a new int erface program connecting QM and MM engines2009

    • Author(s)
      Hagiwara, Y., et al.
    • Journal Title

      J. Phys.: Cond. Mat. 21

      Pages: 64234-64234

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Electronic and geometric structures of the blue copper site of azurin in vestigated by QM/MM hybrid calculations2009

    • Author(s)
      Kang, J., et al.
    • Journal Title

      J. Phys.: Cond. Mat. 21

      Pages: 64235-64235

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Electronic and Geometrical Properties of the Blue Copper Site in Fully Solvated Azurin by QM/MM Hybrid Calculations Using a New Interface Program Connecting QM and MM Engine2009

    • Author(s)
      Ohta, T., et al.
    • Journal Title

      J. Comp. Theor. Nanosci. (In press.)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structural modelling of the complex of leucyl-tRNA synthetase and mis-aminoacylated tRNALeu2009

    • Author(s)
      Hagiwara, Y., et al.
    • Journal Title

      FEBS Lett. 583

      Pages: 825-830

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identification of the nucleophilic factors and productive complex for editing reaction by leucyl-tRNA synthetase2009

    • Author(s)
      Hagiwara, Y., et al.
    • Journal Title

      FEBS Lett. (In press.)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A novel computational scheme for accurate and efficient evaluation of π-π and π-σ stacking2009

    • Author(s)
      Hagiwara, Y., et al.
    • Journal Title

      J. Phys.: Cond. Mat. (In press.)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 第一原理計算が明らかにする生体反応の精巧な仕組み2008

    • Author(s)
      舘野賢,Boero Mauro
    • Journal Title

      生物物理(日本生物物理学会) 48

      Pages: 216-220

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structures and evolutionary origins of plant-specific transcription factor DNA binding domains2008

    • Author(s)
      Yamasaki, K., Kigawa, T., Inoue, M., Watanabe, S., Tateno, M., et. al.
    • Journal Title

      Plant. Physiol. Biochem. 46

      Pages: 394-401

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Possible mechanism of proton transfer through peptide groups in the H-pathway of the Bovine cytochrome c oxidase.2007

    • Author(s)
      Kamiya, K., Boero, M., Tateno M., Shiraishi, K., and Oshiyama, A.
    • Journal Title

      J. Ame. Chem. Soc. 129

      Pages: 9663-9663

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] First Principles Molecular Dynamics Study of Catalytic Reactions of Biological Macromolecular Systems: Toward Analyses with QM/MM Hybrid Molecular Simulations.2007

    • Author(s)
      Boero, M., Park, J. M., Hagiwara, Y., and Tateno, M.
    • Journal Title

      Journal of Physics 19

      Pages: 365217-365217

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] First-Principles Molecular Dynamics Study of Proton Transfer Mechanism in Bovine Cytochrome c Oxidase.2007

    • Author(s)
      Kamiya, K., Boero, M., Tateno M., Shiraishi, K., and Oshiyama, A.
    • Journal Title

      Journal of Physics 19

      Pages: 365220-365220

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Role of Nitrogen Atoms in Reduction of Electron Charge Traps in Hf-based High-k Dielectrics2007

    • Author(s)
      N. Umezawa, K. Shiraishi, K. Torii, M. Boero, et. al.
    • Journal Title

      IEEE Electron Dev. Lett. 28

      Pages: 363-363

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hydration properties of magnesium and calcium ions from constrained first principles molecular dynamics2007

    • Author(s)
      T. Ikeda, M. Boero and K. Terakura
    • Journal Title

      J. Chem. Phys. 127

      Pages: 74503-74503

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Excess electron in water at different thermodynamic conditions2007

    • Author(s)
      M. Boero
    • Journal Title

      J. Phys. Chem. A111

      Pages: 12248-12248

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] RNAによる酵素反応の機構…量子力学に基づくシミュレーションが創る「量子構造生物学」への序2007

    • Author(s)
      舘野 賢, ボエロ マウロ
    • Journal Title

      化学と工業 60-6

      Pages: 587-589

    • NAID

      10019487683

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structures and evolutionary origins of plant-specific transcription factor DNA binding domains2006

    • Author(s)
      Yamasaki, K., et al.
    • Journal Title

      Plant. Physiol. Biochem. 46

      Pages: 394-401

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Electronic and geometric structures of the blue copper site of azurin in vestigated by QM/MM hybrid calculations

    • Author(s)
      Kang, J., et al.
    • Journal Title

      J. Phys.: Cond. Mat. 21

      Pages: 64235-64235

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 第一原理計算が明らかにする生体反応の精巧な仕組み

    • Author(s)
      舘野 賢, ボエロ マウロ
    • Journal Title

      生物物理 (印刷中)

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Presentation] Computational study of signal propagation in the complex of Thermus thermophilus leucyl-tRNA synthetase (LeuRS) and its cognate tRNA2009

    • Author(s)
      Hagiwara, Y., et al.
    • Organizer
      Biophysical Society 53rd Annual meeting
    • Place of Presentation
      ボストン(アメリカ合衆国)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Mechanisms of Editing (Proofreading) by Leucyl-tRNA Synthetase Revealed by QM/MM Molecular Dynamics Simulations2009

    • Author(s)
      Tateno, M., et al.
    • Organizer
      Biophysical Society 53rd Annual meeting
    • Place of Presentation
      ボストン(アメリカ合衆国)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Reactive simulations for biochemical processes: the example of cytochrome c oxidase2008

    • Author(s)
      ボエロマウロ
    • Organizer
      Materials-Biology Interface: A Simulation Approach
    • Place of Presentation
      Institute of Physics and Chemistry of Materials(IPCMS), Strasbourg(France)
    • Year and Date
      2008-03-07
    • Related Report
      2007 Annual Research Report
  • [Presentation] Computational investigations of mechanisms of enzymatic reaction by using QM/MM molecular dynamics simulations2008

    • Author(s)
      Tateno, M., et al.
    • Organizer
      International Conference on Quantum Simulators and Design 2008
    • Place of Presentation
      日本科学未来館(東京都)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Development of QM/MM molecular dynamics scheme enabling to accurately and effectively evaluate van der Waals interactions2008

    • Author(s)
      Hagiwara, Y., et al.
    • Organizer
      International Conference on Quantum Simulators International Conference on Quantum Simulators International Conference on Quantum Simulators International Conference on Quantum Simulators International Conference on Quantum Simulators International Conference on Quantum Simulators and Design 2008
    • Place of Presentation
      日本科学未来館(東京都)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Computational study of metal binding sites of biological macromolecules by using QM/MM calculations2008

    • Author(s)
      Ohta, T., et al.
    • Organizer
      International Conference on Quantum Simulators and Design 2008
    • Place of Presentation
      日本科学未来館(東京都)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Reaction mechanism of editing by class I aaRS revealed by QM/MM molecular dynamics simulations2008

    • Author(s)
      Tateno, M., et al.
    • Organizer
      International conference on aminoacyl-tRNA synthetases (aaRSs)
    • Place of Presentation
      アヌシ(フランス)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Modeling of complex of LeuRS and mis-aminoacylated tRNALeu for which 3'-terminal is bound to the active site of editing2008

    • Author(s)
      Hagiwara, Y., et al.
    • Organizer
      International conference on aminoacyl-tRNA synthetases (aaRSs)
    • Place of Presentation
      アヌシ(フランス)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Computational investigations of mechanisms of enzymatic reaction by using QM/MM molecular dynamics simulations2008

    • Author(s)
      Hagiwara, Y., et al.
    • Organizer
      World association of theoretical and computational chemists (WATOC2008)
    • Place of Presentation
      シドニ(オーストラリア)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Electronic state of blue Cuprotein revealed by using QM/MM calculations2008

    • Author(s)
      Ohta, T., et al.
    • Organizer
      World association of theoretical and computational chemists (WATOC2008)
    • Place of Presentation
      シドニ(オーストラリア)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Structural modelling, docking, and QM/MM study of ligand-binding upon human AhR2008

    • Author(s)
      Arulmozhiraja, S., et al.
    • Organizer
      World association of theoretical and computational chemists (WATOC2008)
    • Place of Presentation
      シドニ(オーストラリア)
    • Related Report
      2008 Annual Research Report
  • [Presentation] QM/MM計算によるCuAサイトの電子構造および立体構造の理論的解析2008

    • Author(s)
      Ohta, T., et al.
    • Organizer
      特定領域研究「生体超分子構造」第4回ワークショップ
    • Place of Presentation
      淡路夢舞台国際会議場(兵庫県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] シトクロムc酸化酵素におけるヘムの立体構造に依存した非対称な分極と電子構造の理論的解析2008

    • Author(s)
      Kang, J., et al.
    • Organizer
      特定領域研究「生体超分子構造」第4回ワークショップ
    • Place of Presentation
      淡路夢舞台国際会議場(兵庫県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] 分子ドッキングおよびQM/MM分子動力学シミュレーションによる酵素反応機構の理論的解析2008

    • Author(s)
      Hagiwara, Y., et al.
    • Organizer
      日本生物物理学会第46回年会
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] 高速かり高精度なvan der Waals相互作用計算スキームを含むQM/MM-MD計算プログラムの開発2008

    • Author(s)
      Tateno, M., et al.
    • Organizer
      日本生物物理学会第46回年会
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Computer simulation and theoretical formulation of stimulus/response relationships of intracellular signaling network cascades2008

    • Author(s)
      Nishimura, T., et al.
    • Organizer
      日本生物物理学会第46回年会
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Effects of long-range electrostatic interactions in QM/MM calculations onto active sites of metal-binding enzymes2008

    • Author(s)
      Kang, J., et al.
    • Organizer
      日本生物物理学会第46回年会
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Novel scheme for protein docking based on informatical complete search of intermolecular hydrogen bond networks2008

    • Author(s)
      Fukunishi, H., et al.
    • Organizer
      日本生物物理学会第46回年会
    • Place of Presentation
      福岡国際会議場(福岡県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Computational analyses of enzymatic reaction mechanism by molecular docking and QM/MM-MD simulations2008

    • Author(s)
      Hagiwara, Y., et al.
    • Organizer
      第31回日本分子生物学会年会第81回日本生化学大会合同大会
    • Place of Presentation
      神戸国際会議場(兵庫県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Development of QM/MM molecular dynamics program including an accurate and effective description of van der Waals interactions2008

    • Author(s)
      Tateno, M., et al.
    • Organizer
      第31回日本分子生物学会年会第81回日本生化学大会合同大会
    • Place of Presentation
      神戸国際会議場(兵庫県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Novel mathematical formulation to describe steady state reactions in intracellular signaling network cascade2008

    • Author(s)
      Nishimura, T., et al.
    • Organizer
      第31回日本分子生物学会年会第81回日本生化学大会合同大会
    • Place of Presentation
      神戸国際会議場(兵庫県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] 金属結合タンパク質の活性部位に対する遠距離静電相互作用が与える影響に関する計算科学的解析2008

    • Author(s)
      Kang, J., et al.
    • Organizer
      第31回日本分子生物学会年会第81回日本生化学大会合同大会
    • Place of Presentation
      神戸国際会議場(兵庫県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] 水素結合ネットワークの情報学的探索に基づくタンパク質ドッキングの新規スキーム2008

    • Author(s)
      Fukunishi, H., et al.
    • Organizer
      第31回日本分子生物学会年会第81回日本生化学大会合同大会
    • Place of Presentation
      神戸国際会議場(兵庫県)
    • Related Report
      2008 Annual Research Report
  • [Presentation] シトクローム酸化酵素の機能発現機構の理論的解析2007

    • Author(s)
      舘野賢、神谷克也、白石賢二、押山淳、ボエロマウロ
    • Organizer
      科学研究費補助金特定領域研究「生体超分子構造」公開シンポジウム
    • Place of Presentation
      千里ライフサイエンスセンタ,大阪
    • Year and Date
      2007-12-18
    • Related Report
      2007 Annual Research Report
  • [Presentation] 電子相関を露わに導入したQM/MMレプリカ・分子動力学計算法の開発2007

    • Author(s)
      萩原陽介, 重田育照, 舘野賢
    • Organizer
      次世代スーパーコンピューティング・シンポジウム2007
    • Place of Presentation
      明治安田生命ビル,東京
    • Year and Date
      2007-10-03
    • Related Report
      2007 Annual Research Report
  • [Presentation] 生体分子機能発現機構解析の為のQM/MM分子動力学計算プログラムの開発2007

    • Author(s)
      重田育照, 萩原陽介, 舘野賢
    • Organizer
      次世代スーパーコンピューティング・シンポジウム2007
    • Place of Presentation
      明治安田生命ビル,東京
    • Year and Date
      2007-10-03
    • Related Report
      2007 Annual Research Report
  • [Presentation] Computational Analyses of reaction mechanisms of biological macromole cules combined with informatical techniques2007

    • Author(s)
      Masaru Tateno
    • Organizer
      The 4th Conference of the Asian Consortium on Computational Materials Sciences(ACCMS-4)
    • Place of Presentation
      Seoul
    • Year and Date
      2007-09-10
    • Related Report
      2007 Annual Research Report
  • [Presentation] 超分子における機能制御機構の量子構造生物学2007

    • Author(s)
      舘野賢、神谷克也、白石賢二、押山淳、ボエロマウロ
    • Organizer
      科学研究費補助金特定領域研究「生体超分子構造」第三回ワークショップ
    • Place of Presentation
      ホテルニューアカオ,熱海
    • Year and Date
      2007-07-11
    • Related Report
      2007 Annual Research Report
  • [Presentation] tRNA依存性アミド基転移酵素におけるアンモニア分子輸送機構の動力学的解析2007

    • Author(s)
      畔柳成秀, 仲田まゆみ, 萩原陽介, 舘野賢
    • Organizer
      科学研究費補助金特定領域研究「生体超分子構造」第三回ワークショップ
    • Place of Presentation
      ホテルニューアカオ,熱海
    • Year and Date
      2007-07-11
    • Related Report
      2007 Annual Research Report
  • [Presentation] ロイシルtRNA合成酵素の触媒反応機構の計算科学的解析2007

    • Author(s)
      萩原陽介, ボエロ マウロ, 深井周也, 濡木理, 舘野賢
    • Organizer
      科学研究費補助金特定領域研究「生体超分子構造」第三回ワークショップ
    • Place of Presentation
      ホテルニューアカオ,熱海
    • Year and Date
      2007-07-11
    • Related Report
      2007 Annual Research Report
  • [Presentation] 生体超分子・機能発現機構解析のためのQM/MM分子動力学計算システムの開発2007

    • Author(s)
      重田育照, 萩原陽介, 姜 志〓, 舘野賢
    • Organizer
      科学研究費補助金特定領域研究「生体超分子構造」第三回ワークショップ
    • Place of Presentation
      ホテルニューアカオ,熱海
    • Year and Date
      2007-07-11
    • Related Report
      2007 Annual Research Report
  • [Presentation] ロイシルtRNA合成酵素の触媒反応機構の動力学的解析2007

    • Author(s)
      萩原陽介, ボエロ マウロ, 舘野賢
    • Organizer
      第7回蛋白質科学会年会
    • Place of Presentation
      仙台国際センタ、仙台
    • Year and Date
      2007-05-24
    • Related Report
      2007 Annual Research Report
  • [Presentation] ロイシルtRNA合成酵素・tRNALeu複合体の分子動力学シミュレーション2007

    • Author(s)
      Cong Yulong, 萩原陽介, 舘野賢
    • Organizer
      第7回蛋白質科学会年会
    • Place of Presentation
      仙台国際センタ、仙台
    • Year and Date
      2007-05-24
    • Related Report
      2007 Annual Research Report
  • [Presentation] 情報科学および計算科学的手法を組み合わせたタンパク質間分子間ドッキング計算手法の開発2007

    • Author(s)
      橘田和志, 舘野賢
    • Organizer
      第7回蛋白質科学会年会
    • Place of Presentation
      仙台国際センタ、仙台
    • Year and Date
      2007-05-24
    • Related Report
      2007 Annual Research Report
  • [Presentation] GatCABにおけるアンモニア輸送機構の計算科学的解析2007

    • Author(s)
      畔柳成秀, 舘野賢
    • Organizer
      第7回蛋白質科学会年会
    • Place of Presentation
      仙台国際センタ、仙台
    • Year and Date
      2007-05-24
    • Related Report
      2007 Annual Research Report
  • [Presentation] Computer simulations from silicon to DNA: nanoscience in a virtual laboratory2007

    • Author(s)
      ボエロマウロ
    • Organizer
      "From Micro to Nanotechnologies" International Workshop
    • Place of Presentation
      Italian Cultural Institute, Tokyo(Japan)
    • Year and Date
      2007-05-17
    • Related Report
      2007 Annual Research Report
  • [Presentation] Introduction to molecular dynamics-from classical force fields to first principles2007

    • Author(s)
      ボエロマウロ
    • Organizer
      Spring College on "Water in Physics, Chemistry and Biology"
    • Place of Presentation
      International Centre for Theoretical Physics, Trieste(Italy)
    • Related Report
      2007 Annual Research Report
  • [Presentation] Reactive first principles molecular dynamics2007

    • Author(s)
      ボエロマウロ
    • Organizer
      Spring College on "Water in Physics, Chemistry and Biology"
    • Place of Presentation
      International Centre for Theoretical Physics, Trieste(Italy)
    • Related Report
      2007 Annual Research Report
  • [Presentation] Water as a catalyst2007

    • Author(s)
      ボエロマウロ
    • Organizer
      Spring College on "Water in Physics, Chemistry and Biology"
    • Place of Presentation
      International Centre for Theoretical Physics, Trieste(Italy)
    • Related Report
      2007 Annual Research Report
  • [Presentation] ATP Synthase and Cytochrome c Oxidase: Reactive simulations for biochemical processes2007

    • Author(s)
      ボエロマウロ
    • Organizer
      10th Asian Workshop on First-Principles Electronic Structure Calculations(ASIAN10)
    • Place of Presentation
      Hiroshima University, Hiroshima(Japan)
    • Related Report
      2007 Annual Research Report
  • [Book] 計算シミュレーションと分析データ解析2007

    • Author(s)
      舘野 賢(分担執筆)
    • Total Pages
      220
    • Publisher
      丸善出版
    • Related Report
      2007 Annual Research Report

URL: 

Published: 2007-04-01   Modified: 2016-04-21  

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