Establishment of Dynamical Foundations of Selectivity and Stochasticity in Biomolecule Functions and Chemical Reaction Networks

• Project/Area Number: 18340124
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Biophysics/Chemical physics
• Research Institution: Hokkaido University (2007-2008); Kobe University (2006)
• Principal Investigator: KOMATSUZAKI Tamiki Hokkaido University, 電子科学研究所, 教授 (30270549)
• Co-Investigator(Kenkyū-buntansha): LI Chun Biu 北海道大学, 電子科学研究所, 准教授 (90397795) ; BABA Akinori 北海道大学, 電子科学研究所, 博士研究員 (50397840)
• Project Period (FY): 2006 – 2008
• Project Status: Completed (Fiscal Year 2008)
• Budget Amount: ¥17,460,000 (Direct Cost: ¥14,700,000、Indirect Cost: ¥2,760,000); Fiscal Year 2008: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000); Fiscal Year 2007: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000); Fiscal Year 2006: ¥5,500,000 (Direct Cost: ¥5,500,000)
• Keywords: 化学反応動力学 / 力学系理論 / 一分子計測 / エネルギー地形学 / 化学反応ダイナミックス / 法双曲的不変多様体 / カオス力学系 / 遷移状態 / 複雑ネットワーク / 相空間幾何学 / 生体分子と水

Research Abstract

相空間構造に立脚して熱的環境において、頑健に存在し得る反応の選択性の起源とその崩壊原理を解明した。また、1分子の挙動の時系列データを通して、背後に存在する自由エネルギー地形および状態遷移ネットワーク構造をできるだけ自然な形で得る汎用なダイナミックス基盤を開発した。この方法論を用いて、将来的には、例えばアルツハイマー病の原因であるアミロイド凝集体の形成機構の解明などへの展開が期待される。

Research Products

• [Journal Article] Bifurcation of no-return transition states in many-body chemical reactions (2009)
  • Author(s): Chun Biu Li, Mikito Toda, and Tamiki Komatsuzaki
  • Journal Title: Journal of Chemical Physics 130 Pages: 124116-124122
  • Peer Reviewed
• [Journal Article] Bifurcation of no-return transition states in many-body chemical reactions (2009)
  • Author(s): C. Li, M. Toda and T. Komatsuzaki
  • Journal Title: Journal of Chemical Physics 130 Pages: 124116-124122
  • Peer Reviewed
• [Journal Article] Exploring Remnant of Invariants Buried in a Deep Potential Well in Chemical Reactions (2008)
  • Author(s): Hiroshi Teramoto and Tamiki Komatsuzaki
  • Journal Title: Journal of Chemical Physics 129 Pages: 94302-94310
  • Peer Reviewed
• [Journal Article] Probing Remnants of Invariants to Mediate Energy Exchange in Highly-Chaotic Many-dimensional Systems (2008)
  • Author(s): Hiroshi Teramoto and Tamiki Komatsuzaki
  • Journal Title: Physical Review E 78 Pages: 17202-17205
  • Peer Reviewed
• [Journal Article] 1分子時系列情報から我々は何を学び取ることができるか? (2008)
  • Author(s): 小松崎民樹
  • Journal Title: 物性研究 91 Pages: 121-130
• [Journal Article] 1分子時系列情報から読み解く生体分子の状態遷移ネットワーク (2008)
  • Author(s): 小松崎民樹
  • Journal Title: 日本生物物理学会生物物理 48(5) Pages: 282-283
  • NAID: 110006935708
  • Peer Reviewed
• [Journal Article] 高分子とカオス-異常拡散と階層的規則性- (2008)
  • Author(s): 松永康佑・小松崎民樹
  • Journal Title: 日本高分子学会誌高分子 57(2) Pages: 58-61
  • NAID: 10021118818
  • Peer Reviewed
• [Journal Article] Multiscale Complex Network of Protein Conformational Fluctuation Buried in Single Molecule Time Series (2008)
  • Author(s): Chun Biu Li, Haw Yang, and Tamiki Komatsuzaki
  • Journal Title: Proceedings of National Academy of Sciences USA 105 Pages: 536-541
  • Peer Reviewed
• [Journal Article] Dynamical Foundation and Limitations of Statistical Reaction Theory (2008)
  • Author(s): Akira Shojiguchi, Chun Biu Li, Tamiki Komatsuzaki, and Mikito Toda
  • Journal Title: Communications in Nonlinear Science and Numerical Simulation 13
  • Peer Reviewed
• [Journal Article] Probing Remnants of Invariants to Mediate Energy Exchange in Highly-Chaotic Many-dimensional Systems (2008)
  • Author(s): H. Teramoto and T. Komatsuzaki
  • Journal Title: Physical Review E 78
  • Peer Reviewed
• [Journal Article] Exploring Remnant of Invariants Buried in a Deep Potential Well in Chemical Reactions (2008)
  • Author(s): H. Teramoto and T. Komatsuzaki
  • Journal Title: Journal of Chemical Physics 129
  • Peer Reviewed
• [Journal Article] Multiscale Complex Network of Protein Conformational Fluctuation Buried in Single Molecule Time Series (2008)
  • Author(s): C. Li, H. Yang and T. Komatsuzaki
  • Journal Title: Proceedings of National Academy of Sciences USA 105 Pages: 536-541
  • Peer Reviewed
• [Journal Article] Complex Network of Protein Conformational Fluctuation Buried in Single Molecule Time Series (2008)
  • Author(s): Chun Biu Li, Haw Yang, and Tamiki Komatsuzaki
  • Journal Title: Proceedings of National Academy of Sciences USA 105 Pages: 536-541
  • Peer Reviewed
• [Journal Article] Dynamical Foundation and Limitations of Statistical Reaction Theory' (2008)
  • Author(s): Akira Shojiguchi, Chun Biu Li, Tamiki Komatsuzaki, and Mikito Toda
  • Journal Title: Communications in Nonlinear Science and Numerical Simulation 13 Pages: 857-657
  • Peer Reviewed
• [Journal Article] 高分子とカオス-?異常拡散と階層的規則性?- (2008)
  • Author(s): 松永康佑・小松崎民樹
  • Journal Title: 高分子 57 Pages: 58-61
  • NAID: 10021118818
  • Peer Reviewed
• [Journal Article] 1分子時系列情報から抽出する複雑ネットワーク-Kantorovich計量空間における動態構造- (2008)
  • Author(s): 清一人・小松崎民樹
  • Journal Title: 物性研究 (印刷中)
  • Peer Reviewed
• [Journal Article] Fractional Behavior in Multi-Dimensional Hamiltonian Systems Describing Reactions (2007)
  • Author(s): Akira Shojiguchi, Chun Biu Li, Tamiki Komatsuzaki, and Mikito Toda
  • Journal Title: Physical Review E76
  • Peer Reviewed
• [Journal Article] Construction of effective free energy landscape from single molecule time series (2007)
  • Author(s): Akinori Baba and Tamiki Komatsuzaki
  • Journal Title: Proceedings of National Academy of Sciences USA 104(49) Pages: 19297-19302
  • Peer Reviewed
• [Journal Article] Anomalous Diffusionin Folding Dynamics on Minimalist Protein Landscape (2007)
  • Author(s): Yasuhiro Matsunaga, Chun Biu Li, and Tamiki Komatsuzaki
  • Journal Title: Physical Review Letters 99
  • Peer Reviewed
• [Journal Article] Development of atechnique for the investigation of folding dynamics of single proteins for extended time periods (2007)
  • Author(s): Masahito Kinoshita, Kiyoto Kamagata, Akio Maeda, Yuji Goto, Tamiki Komatsuzaki and Satoshi Takahashi
  • Journal Title: Proceedings of National Academy of Sciences USA 104 Pages: 10453-10458
  • Peer Reviewed
• [Journal Article] Fractionalbehavior in nonergodic reaction processesof isomerization (2007)
  • Author(s): Akira Shojiguchi, Chun Biu Li, Tamiki Komatsuzaki, and Mikito Toda
  • Journal Title: Physical Review E(rapid communication) 75
  • Peer Reviewed
• [Journal Article] Dimension reduction for extracting geometrical structure of multidimensional phase space : Application to fast energy exchange in the reactionO(^1D)+N_2O→NO+NO (2007)
  • Author(s): Shinnosuke Kawai, Yo Fujimura, Okitsugu Kajimoto, Takefumi Yamashita,Chun Biu Li, Tamiki Komatsuzaki, and Mikito Toda
  • Journal Title: Physical Review A 75
  • Peer Reviewed
• [Journal Article] 惑星科学と非線形科学の接点 : 化学反応から生物計算まで (2007)
  • Author(s): 白川智弘・郡司ペギオ幸夫・小松崎民樹
  • Journal Title: 日本惑星科学会誌遊星人 16(4) Pages: 322-329
  • NAID: 110006570491
  • Peer Reviewed
• [Journal Article] Fractional Behavior in Multi-Dimensional Hamiltonian Systems Describing Reactions (2007)
  • Author(s): Akira Shojiguchi, Chun Biu Li, Tamiki Komatsuzaki, and Mikito Toda
  • Journal Title: Physical Review E 76
  • Peer Reviewed
• [Journal Article] Construction of effective free energy landscape from single molecule time series' (2007)
  • Author(s): Akinori Baba and Tamiki Komatsuzaki
  • Journal Title: Proceedings of National Academy of Sciences USA 104(49) Pages: 19297-19302
  • Peer Reviewed
• [Journal Article] Anomalous Diffusion in Folding Dynamics on Minimalist Protein Landscape (2007)
  • Author(s): Yasuhiro Matsunaga, Chun Biu Li, and Tamiki Komatsuzaki
  • Journal Title: Physical Review Letters 99
  • Peer Reviewed
• [Journal Article] Development of a technique for the investigation of folding dynamics of single proteins for extended time periods (2007)
  • Author(s): Masahito Kinoshita, Kiyoto Kamagata, Akio Maeda, Yuji Goto, Tamiki Komatsuzaki and Satoshi Takahashi
  • Journal Title: Proceedings of National Academy of Sciences USA 104 Pages: 10453-10458
  • Peer Reviewed
• [Journal Article] 惑星科学と非線形科学の接点-化学反応から生物計算まで- (2007)
  • Author(s): 白川智弘・郡司ペギオ幸夫・小松崎民樹
  • Journal Title: 日本惑星科学会誌 遊星人 Vol.16.No.4 Pages: 322-329
  • NAID: 110006570491
  • Peer Reviewed
• [Journal Article] Dimension reduction for extracting geometrical structure of multidimensional phase space : Application to fast energy exchange in the reaction O(^1D)+N_2O→NO+NO (2007)
  • Author(s): Shinnosuke Kawai
  • Journal Title: Physical Review A 75
• [Journal Article] Fractional behavior in nonergodic reaction processes of isomerization (2007)
  • Author(s): Akira Shojiguchi
  • Journal Title: Physical Review E (rapid communication) 75
• [Journal Article] Topographical complexity of multidimensional energy landscapes (2006)
  • Author(s): Gareth J. Rylance, Roy L. Johnston, Yasuhiro Matsunaga, Chun Biu Li, Akinori Baba, Tamiki Komatsuzaki
  • Journal Title: Proceedings of National Academy of Sciences USA 103 Pages: 18551-18555
  • Peer Reviewed
• [Journal Article] Wavelet Analysis and Arnold Web Picture for Detecting Energy Transfer in Hamiltonian Dynamical System (2006)
  • Author(s): Akira Shojiguchi, Akinori Baba, Chun Biu Li, Tamiki Komatsuzaki, and Mikito Toda
  • Journal Title: Laser Physics 16(7) Pages: 1097-1106
  • Peer Reviewed
• [Journal Article] Definability of No-return Transition States in High Energy Regime Above Threshold (2006)
  • Author(s): Chun Biu Li, Akira Shojiguchi, MikitoToda, and Tamiki Komatsuzaki
  • Journal Title: Physical Review Letters 97 Pages: 28302-28305
  • Peer Reviewed
• [Journal Article] Dynamical Hierarchy in Transition States of Reactions (2006)
  • Author(s): Chun Biu Li, Akira Shojiguchi, Mikito Toda, and Tamiki Komatsuzaki
  • Journal Title: Few-Body Systems 38 Pages: 173-179
  • Peer Reviewed
• [Journal Article] 水の場としての集団運動と生体分子の構造転移ダイナミックス (2006)
  • Author(s): 納多哲史・馬場昭典・小松崎民樹
  • Journal Title: 物性研究 86-1 Pages: 123-129
• [Journal Article] タンパク質エネルギー地形における構造多様性と多次元エネルギー地形の新しい可視化手法 (2006)
  • Author(s): 星野恭子・松永康佑・Gareth J. Rylance, Roy L. Johnston, David J. Wales, 小松崎民樹
  • Journal Title: 物性研究 86-1 Pages: 117-122
• [Journal Article] Geometrical Structure buriedin the Phase Space of StochasticStructural Transition (2006)
  • Author(s): Chun Biu Li, M. Toda, T. Komatsuzaki
  • Journal Title: 物性研究 86-1 Pages: 77-81
• [Journal Article] 複雑な多谷ポテンシャルエネルギー面上で生起する動力学諸問題III-タンパク質とその周辺-(研究会報告) (2006)
  • Author(s): 渕上壮太郎・小松崎民樹・戸田幹人
  • Journal Title: 物性研究 86-1 Pages: 37-154
• [Journal Article] Dynamical Hierarchy in Transition States of Reactions (2006)
  • Author(s): Chun Biu Li
  • Journal Title: Few-Body Systems 38 Pages: 173-179
• [Journal Article] Definability of No-return Transition States in High Energy Regime Above Threshold (2006)
  • Author(s): Chun Biu Li
  • Journal Title: Physical Review Letters 97 Pages: 28302-28305
• [Journal Article] Wavelet Analysis and Arnold Web Picture for Detecting Energy Transfer in Hamiltonian Dynamical System (2006)
  • Author(s): Akira Shojiguchi
  • Journal Title: Laser Physics 16・7 Pages: 1097-1106
• [Journal Article] Erratum : Definability of No-Return Transition States in the High-Energy Regime above the Reaction Threshold [Phys. Rev. Lett.97,028302 (2006)] (2006)
  • Author(s): Chun Biu Li
  • Journal Title: Physical Review Letters 97 Pages: 129901-129901
• [Journal Article] Erratum : Dynamical Hierarchy in Transition States of Reactions (2006)
  • Author(s): Chun Biu Li
  • Journal Title: Few-Body Systems 40 Pages: 129-129
• [Journal Article] Topographical complexity of multidimensional energy landscapes (2006)
  • Author(s): Gareth J. Rylance
  • Journal Title: Proceedings of National Academy of Sciences USA 103 Pages: 18551-18555
• [Journal Article] 水の場としての集団運動と生体分子の構造転移ダイナミックス (2006)
  • Author(s): 納多哲史
  • Journal Title: 物性研究 86・1 Pages: 123-129
• [Journal Article] Geometrical Structure buried in the Phase Space of Stochastic Structural Transition (2006)
  • Author(s): Chun Biu Li
  • Journal Title: 物性研究 86・1 Pages: 77-81
• [Journal Article] タンパク質エネルギー地形における構造多様性と多次元エネルギー地形の新しい可視化手法 (2006)
  • Author(s): 星野恭子
  • Journal Title: 物性研究 86・1 Pages: 117-122
• [Journal Article] Dynamical Foundation and Limitations of Statistical Reaction Theory
  • Author(s): Akira Shojiguchi
  • Journal Title: Communications in Nonlinear Science and Numerical Simulation (印刷中)
• [Presentation] 熱揺らぎ環境下における化学反応の偶然と必然(口頭発表) (2009)
  • Author(s): 河合信之輔、小松崎民樹
  • Organizer: 日本化学会第89春季年会
  • Place of Presentation: 日本大学理工学部船橋キャンパス(千葉県船橋市)
  • Year and Date: 2009-03-28
• [Presentation] Exploring remnants of invariants buried in a deep potential well in chemical reactions (invited talk) (2009)
  • Author(s): T. Komatsuzaki
  • Organizer: Focus Session : The Transition State in Physics, Chemistry, and Astrophysics, APS Meeting
  • Place of Presentation: David L. Lawrence Convention Center Pittsburgh, PA, USA
  • Year and Date: 2009-03-19
• [Presentation] Multiscale Networks of Interacting Biological Systems : From netwbrk constructions to causality among them (poster) (2009)
  • Author(s): C. Li
  • Organizer: Sapporo Winter School, Hokkaido University
  • Place of Presentation: Hokkaido University, Sapporo, Japan
  • Year and Date: 2009-02-12
• [Presentation] Folding patterns of stable / unstable manifolds in high dimensional dynamical systems (poster) (2009)
  • Author(s): H. Teramoto
  • Organizer: Sapporo Winter School, Hokkaido University
  • Place of Presentation: Hokkaido University, Sapporo, Japan
  • Year and Date: 2009-02-12
• [Presentation] Complex multi-scale networks of protein fluctuation dynamics from single-molecule time series (oral) (2009)
  • Author(s): C. Li
  • Organizer: 6th Asian Biophysics Association (ABA) Symposium & 27th Hong Kong Society of Neuroscience Annual Meeting
  • Place of Presentation: Hong Kong University of Science and Technology Hong Kong, China
  • Year and Date: 2009-01-12
• [Presentation] Exploring remnants of invariants buried in a deep potential well in chemical reactions (2009)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Focus Session : The Transition State in Physics, Chemistry, and Astrophysics, APS Meeting
  • Place of Presentation: Pittsburgh(招待)
• [Presentation] Data-driven time series analysis of Mechanosensitive ion channel gating dynamics (Poster) (2009)
  • Author(s): K. Sei, C. Li, T. Nomura, H. Tatsumi and T. Komatsuzaki
  • Organizer: 6th Asian Biophysics Association (ABA) Symposium & 27th Hong Kong Society of Neuroscience Annual Meeting
  • Place of Presentation: Hong Kong University of Science and Technology Hong Kong, China
• [Presentation] Data-driven Modeling of Single Mechanosensitive Ion Channels from Time Series Analysis (invited talk) (2008)
  • Author(s): C. Li
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements : Experiments and Theories
  • Place of Presentation: Institute for Protein Research, Osaka University Suita, Osaka, Japan
  • Year and Date: 2008-12-09
• [Presentation] What can we learn about the mechanism of complexity in kinetics and dynamics from scalar time series? (invited talk) (2008)
  • Author(s): T. Komatsuzaki
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements : Experiments and Theories
  • Place of Presentation: Institute for Protein Research, Osaka University Suita, Osaka, Japan
  • Year and Date: 2008-12-07
• [Presentation] Understanding the Multiscale Dynamics of Complex Biological Systems from Single Molecule Exneriments (招待講演) (2008)
  • Author(s): C.Li
  • Organizer: 第46回日本生物物理学会シンポジウム「レア・イベント・から創薬へ」岐阜大学桑田一夫氏、東京大学分子細胞生物学研究所北尾彰朗氏主催)
  • Place of Presentation: 福岡国際会議場(福岡市)
  • Year and Date: 2008-12-05
• [Presentation] 生体分子のモード選択性の解明(ポスター発表) (2008)
  • Author(s): 寺本央
  • Organizer: 第46回日本生物物理学会
  • Place of Presentation: 福岡国際会議場(福岡市)
  • Year and Date: 2008-12-05
• [Presentation] 局所平衡状態解析 : 一分子観測時系列から自由エネルギー地形を読み取るポスター発表) (2008)
  • Author(s): 馬場昭典、小松崎民樹
  • Organizer: 日本生物物理学会
  • Place of Presentation: 福岡国際会議場(福岡市)
  • Year and Date: 2008-12-05
• [Presentation] 一分子測定法を用いた緑濃菌由来シトクロムcの変性状態内の運動観察(ポスター発表) (2008)
  • Author(s): 藤本和也、木下雅仁、鎌形清人、三本木至宏、馬揚昭典、小松崎民樹、高橋聡
  • Organizer: 日本生物物理学会
  • Place of Presentation: 日本生物物理学会
  • Year and Date: 2008-12-05
• [Presentation] 機械受容イオンチャネルの統計的解析-ゲーティング機構の解明に向けて-(ポスター) (2008)
  • Author(s): 清一人、馬揚昭典、李振風、小松崎民樹
  • Organizer: 第46回亘本生物物理学会
  • Place of Presentation: 福岡国際会議場(福岡市)
  • Year and Date: 2008-12-04
• [Presentation] Multiscale Complex Network and Effective Free Energy Landscape Extracted from Single-Molecule Time Series (invited talk) (2008)
  • Author(s): T. Komatsuzaki
  • Organizer: Symposium on Linking single molecule spectroscopy and energy landscape perspectives, organized at 46th Annual Meeting of the Biophysical Society of Japan
  • Place of Presentation: 福岡国際会議場(福岡市)
  • Year and Date: 2008-12-03
• [Presentation] 1分子計測から読み解く状態遷移ネットワーク〜機械受容型イオンチャネルMscLを例に〜(招待講演) (2008)
  • Author(s): 清一人、馬場昭典、李振風、小松崎民樹
  • Organizer: 第46回日本生物物理学会シンポジウム「イオンチャネルゲーティングのダイナミクスをイメージする」(福井大学老木成稔氏、名古屋大学曽我部正博氏主催)
  • Place of Presentation: 福岡国際会議場(福岡市)
  • Year and Date: 2008-12-03
• [Presentation] On the search of new mathematical frameworks to unveil the multiscale dynamics of complex systems (2008)
  • Author(s): Chun Biu Li
  • Organizer: Workshop on Interfacial dynamics on the boundaries of physics, chemistry, biology and mathematics
  • Place of Presentation: Hokkaido(招待)
  • Year and Date: 2008-11-20
• [Presentation] On the search of new mathematical frameworks to unveil the multiscale dynamics of complex systems (invited talk) (2008)
  • Author(s): C. Li
  • Organizer: Workshop on Interfacial dynamics on the boundaries of physics, chemistry, biology and mathematics
  • Place of Presentation: Hokkaido University Sapporo, Japan
  • Year and Date: 2008-11-20
• [Presentation] Folding patterns of stable / unstable manifolds in multi-dimensional systems(invited talk) (2008)
  • Author(s): H. Teramoto
  • Organizer: Workshop on Interfacial dynamics on the boundaries of physics, chemistry, biology and mathematics
  • Place of Presentation: Hokkaido University Sapporo, Japan
  • Year and Date: 2008-11-20
• [Presentation] 1分子時系列情報から我々は何を読み解くことができるのか?(招待講演) (2008)
  • Author(s): 小松崎民樹
  • Organizer: ポストシリコン物質・デバイス創製基盤技術アライアンス-G3「ナノ分子メカニクス・バイオメカニクス」グループ分科会
  • Place of Presentation: ホテル阪急エキスポパーク(大阪府吹田市)
  • Year and Date: 2008-10-17
• [Presentation] Reaction dynamics in condensed phase-Determinacy of the, reaction in a noisy environment-(poster) (2008)
  • Author(s): S. Kawai and T. Komatsuzaki
  • Organizer: STER5ODYNAMICS 2008
  • Place of Presentation: Bayshore Hotel Dalian Dalian, China
  • Year and Date: 2008-10-15
• [Presentation] Dimension reduction for the analyses of reaction dynamics of O(1^D)+N_2O NO+NO (hot topic talk) (2008)
  • Author(s): S. Kawai, C. Li, T. Komatsuzaki, T. Yamashita, Y. Fuiimura and M. Toda
  • Organizer: STEREODYNAMICS 2008
  • Place of Presentation: Bayshore Hotel Dalian Dalian, China
  • Year and Date: 2008-10-15
• [Presentation] 液相反応の動力学-熱浴下における反応の決定性(口頭発表) (2008)
  • Author(s): 河合信之輔、小松崎民樹
  • Organizer: 第二回分子科学討論会
  • Place of Presentation: 福岡国際会議場(福岡市)
  • Year and Date: 2008-09-27
• [Presentation] 1分子時系列情報から読み解く生体機能の階層構造(招待講演) (2008)
  • Author(s): 小松崎民樹
  • Organizer: 第64回日本物理学会
  • Place of Presentation: 岩手大学上田キャンパス(盛岡市)
  • Year and Date: 2008-09-20
• [Presentation] 符号化可能力学系の時系列からMarkov分割を構成する方法論および異なるMarkov分割から構成されるMarkov確率過程間の関係に関する研究(ポスター発表) (2008)
  • Author(s): 寺本央、小松崎民樹
  • Organizer: 第64回日本物理学会
  • Place of Presentation: 岩手大学上田キャンパスφ(盛岡市)
  • Year and Date: 2008-09-20
• [Presentation] 1分子計測から読み解く状態遷移ネットワーク-機械受容チャネルを例に(招待講演) (2008)
  • Author(s): 小松崎民樹
  • Organizer: 生理研研究会「膜機能分子ダイナミクスの分子機構解明に向けて」
  • Place of Presentation: 分子科学研究所(岡崎市)
  • Year and Date: 2008-09-05
• [Presentation] An information-theoretic Approach to unveil the Multiscale Dynamics of Biophysical Systems : Information Flows among Different Scales(招待講演) (2008)
  • Author(s): 李振風
  • Organizer: Dynamics of complex systems 2008--数学的予測方式の可能性と諸分野からのニーズ
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-09-02
• [Presentation] 化学反応や生体高分子の構造転移における「偶然と必然」の数理を探る(招待講演) (2008)
  • Author(s): 小松崎民樹
  • Organizer: Dynamics of complex systems 2008--数学的予測方式の可能性と諸分野からのニーズ
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-09-01
• [Presentation] Toward Understanding of Dynamical Origin of Mode-Selectivity in Complex Systems (poster) (2008)
  • Author(s): H. Teramoto and T. Komatsuzaki
  • Organizer: The 2nd International Symposium on Molecular Theory for Real Systems
  • Place of Presentation: Institute for Molecular Schience, Okazaki, Japan
  • Year and Date: 2008-08-04
• [Presentation] 時系列情報から読み取る数理モデル-生体分子の構造揺らぎを例に(招待講演) (2008)
  • Author(s): 小松崎民樹
  • Organizer: 特定領域研究「移動知」A班+D班の合同班会議
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-07-23
• [Presentation] 生体分子系における化学反応の選択性と統計性の原理的理解招待講演) (2008)
  • Author(s): 寺本央、小松崎民樹
  • Organizer: 特定領域研究「高次系分子科学」第2回ミニ公開シンポジウム(神戸大学)
  • Place of Presentation: 神戸大学(神戸市)
  • Year and Date: 2008-07-12
• [Presentation] 生体分子における選択性の原理的理解(ポスター発表) (2008)
  • Author(s): 寺本央
  • Organizer: 第48回生物物理若手の会夏の学校
  • Place of Presentation: 八王子セミナーハウス(八王子市)
  • Year and Date: 2008-07-09
• [Presentation] Extracting Multiscale Complex Network of Protein Fluctuation from Single-Molecule Time Series (invited talk) (2008)
  • Author(s): T. Komatsuzaki
  • Organizer: Telluride Summer Workshop "Characterizing Landscapes : From Biomolecules to Cellular Networks"
  • Place of Presentation: TellurideScience Research Center Telluride, USA
  • Year and Date: 2008-07-09
• [Presentation] Several properties of entanglement and intersection : between stable and unstable manifold emanating from normally hyperbolic invariant manifold(oral) (2008)
  • Author(s): H. Teramoto and T. Komatsuzaki
  • Organizer: Kyoto Dynamics Days 7 (KDD7)
  • Place of Presentation: Kyoto University Kyoto, Japan
  • Year and Date: 2008-06-26
• [Presentation] 1分子時系列情報から生体分子機能の複雑さを解読する(招待講演) (2008)
  • Author(s): 小松崎民樹
  • Organizer: 分子研シンポジウム2008
  • Place of Presentation: 分子科学研究所(岡崎市)
  • Year and Date: 2008-06-14
• [Presentation] Uncovering the Phase Space Geometry of Reaction Dynamics (口頭発表) (2008)
  • Author(s): 李振風、戸田幹人、小松崎民樹
  • Organizer: 化学反応討論会
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-06-04
• [Presentation] 反応O(1^D)+N_2O→NO+NOの相空間構造の解析(ポスター発表) (2008)
  • Author(s): 河合信之輔、李振風、小松崎民樹、山下雄史、藤村陽、戸田幹人
  • Organizer: 化学反応討論会
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-06-03
• [Presentation] Construction of an Effective Free Energy Landscape from Single-Molecule Time Series(invited talk) (2008)
  • Author(s): T. Komatsuzaki
  • Organizer: 1st Annual Protein and Peptide Conference, BIT's 4th Life Spring Forum on protein folding and diseases -celebrating 60 years of Prof. Scheraga's science (1948-2008)
  • Place of Presentation: Shenzhen Convention & Exhibition Center Shenzen, China
  • Year and Date: 2008-04-23
• [Presentation] Capturing the Multiple-Time-Scale Dynamical State-Space-Network in the Time Series of Single Molecule Exneriment(Doster) (2008)
  • Author(s): C. Li and T. Komatsuzaki
  • Organizer: 1st Annual Protein and Peptide Conference
  • Place of Presentation: Shenzhen Convention & Exhibition Center Shenzen, China
  • Year and Date: 2008-04-23
• [Presentation] 1分子時系列から抽出する複雑ネットワーク (2008)
  • Author(s): 清一人、小松崎 民樹
  • Organizer: 日本生物物理学会北海道支部例会
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-03-18
• [Presentation] Multiscale Complex network of protein conformation fluctuations in single molecule time series (2008)
  • Author(s): Chun Biu Li, Haw Yang, 小松崎 民樹
  • Organizer: 日本生物物理学会北海道支部例会
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-03-18
• [Presentation] A method to extract intermittent regular and chaotic behavior and their local properties from 1-dimensional time series (2008)
  • Author(s): Hiroshi Teramoto, Tamiki Komatsuzaki
  • Organizer: the 9th RIES-Hokudai International Symposium"創"
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-01-27
• [Presentation] Effective energy landscape from single molecule time series (2008)
  • Author(s): Akinori Baba, Tamiki Komatsuzaki
  • Organizer: the 9th RIES-Hokudai International Symposium"創",
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2008-01-27
• [Presentation] What can we learn about the mechanism of complexity in kinetics and dynamics from scalar time series? (2008)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements : Experiments and Theories
  • Place of Presentation: Osaka(招待)
• [Presentation] Data-driven Modeling of Single Mechanosensitive Ion Channels from Time Series Analysis (2008)
  • Author(s): Chun Biu Li
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements : Experiments and Theories
  • Place of Presentation: Osaka(招待)
• [Presentation] Understanding the Multiscale Dynamics of Complex Biological Systems from Single Molecule Experiments (2008)
  • Author(s): Chun Biu Li
  • Organizer: 日本生物物理学会シンポジウム「レア・イベントから創薬へ」
  • Place of Presentation: 福岡(招待)
• [Presentation] 1分子計測から読み解く状態遷移ネットワーク-機械受容チャネルを例に (2008)
  • Author(s): 清一人、馬場昭典、Chun Biu Li、小松崎民樹
  • Organizer: 日本生物物理学会シンポジウム「イオンチャネルゲーティングのダイナミクスをイメージする」
  • Place of Presentation: 福岡(招待)
• [Presentation] Multiscale Complex Network and Effective Free Energy Landscape Extracted from Single-Molecule Time Series (2008)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Symposium on Linking single molecule spectroscopy and energy landscape perspectives at 46th Annual Meeting of the Biophysical Society of Japan
  • Place of Presentation: Fukuoka(招待)
• [Presentation] 1分子時系列情報から読み解く生体機能の階層構造 (2008)
  • Author(s): 小松崎民樹
  • Organizer: 第64回日本物理学会
  • Place of Presentation: 岩手(招待)
• [Presentation] 「1分子計測から読み解く状態遷移ネットワーク-機械受容チャネルを例に」「膜機能分子ダイナミクスの分子機構解明に向けて」 (2008)
  • Author(s): 小松崎民樹
  • Organizer: 生理研研究会
  • Place of Presentation: 岡崎(招待)
• [Presentation] 化学反応や生体高分子の構造転移における「偶然と必然」の数理を探る (2008)
  • Author(s): 小松崎民樹
  • Organizer: Dynamics of complex systems 2008--数学的予測方式の可能性と諸分野からのニーズ
  • Place of Presentation: 北海道大学(招待)
• [Presentation] An Information-theoretic Approach to unveil the Multiscale Dynamics of Biophysical Systems : Information Flows among Different Scales (2008)
  • Author(s): Chun Biu Li
  • Organizer: Dynamics of complex systems 2008--数学的予測方式の可能性と諸分野からのニーズ
  • Place of Presentation: 北海道大学(招待)
• [Presentation] Extracting Multiscale Complex Network of Protein Fluctuation from Single-Molecule TimeS eries, Telluride Summer Workshop (2008)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Characterizing Landscapes : From Biomolecules to Cellular Networks
  • Place of Presentation: (invited)
• [Presentation] 1分子時系列情報から生体分子機能の複雑さを解読する (2008)
  • Author(s): 小松崎民樹
  • Organizer: 分子研シンポジウム
  • Place of Presentation: 岡崎(招待)
• [Presentation] Construction of an Effective Free Energy Landscape from Single-Molecule Time Series (2008)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: 1st Annual Protein and Peptide Conference, BIT's 4th Life Spring Forum on protein folding and diseases-celebrating 60years of Prof. Scheraga's science(1948-2008), Shenzhen
  • Place of Presentation: invited(招待)
• [Presentation] Multidimensional energy landscape from single molecule time series(poster) (2008)
  • Author(s): A. Baba and T. Komatsuzaki
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements : Experiments and Theories
  • Place of Presentation: Institute for Protein Research, Osaka University Suita, Osaka, Japan
• [Presentation] Denatured state dynamics of cytochrome c551 observed by single molecule fluorescence intensity measurements (poster) (2008)
  • Author(s): K. Fujimoto, M. Kinoshita, K. Kamagata, Y. Goto, Y. Sambongi, A. Baba, T. Komatsuzaki and S. Takahashi
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements : Experiments and Theories
  • Place of Presentation: Institute for Protein Research, Osaka University Suita, Osaka, Japan
• [Presentation] Toward the understanding of the gating dynamics for the Mechanosensitive ion channel (poster) (2008)
  • Author(s): K. Sei, C. Li and T. Komatsuzaki
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements: Experiments and Theories
  • Place of Presentation: Institute for Protein Research, Osaka University Suita, Osaka, Japan
• [Presentation] Elucidation of mode-selectivity of biomolecule (poster) (2008)
  • Author(s): H. Teramoto and T. Komatsuzaki
  • Organizer: Institute for Protein Research Seminar on New Approaches to Complexity of Protein Dynamics by Single Molecule Measurements : Experiments and Theories
  • Place of Presentation: Institute for Protein Research, Osaka University Suita, Osaka, Japan
• [Presentation] Aiming at the universal understanding of molecular systems in terms of theories of dynamical system (2008)
  • Author(s): 寺本 央
  • Organizer: 若手研究会「理論化学のフロンティアを探る」
  • Place of Presentation: 岡崎コンファレンスセンター(岡崎市)
• [Presentation] 反応性自由度は反応に際して如何にしてエネルギーを獲得するのか? (2008)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 大規模計算と分子のダイナミクス
  • Place of Presentation: 岡崎コンファレンスセンター(岡崎市)
• [Presentation] How stable and unstable manifold entangle with each other and what is essentially new in systems with more than 2 dof? (2008)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 第2回力学系ルネッサンス
  • Place of Presentation: 奈良女子大学(奈良市)
• [Presentation] 時系列データから間欠的なカオスおよび規則的挙動を抽出するための方法論 (2008)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 日本物理学会 第63回年次大会プログラム
  • Place of Presentation: 近畿大学(東大阪市)
• [Presentation] 化学反応における偶然と必然-非再交差仮定を満たす遷移状熊の厳密解とその存在条件- (2007)
  • Author(s): 小松崎 民樹
  • Organizer: 第7回理論化学セミナー
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2007-04-03
• [Presentation] 法双曲的不変多様体と化学反応ダイナミックス (2007)
  • Author(s): 小松崎 民樹
  • Organizer: 第102回複雑系セミナー
  • Place of Presentation: 北海道大学(札幌市)
  • Year and Date: 2007-04-02
• [Presentation] 「1分子時系列情報から我々は何を学び取ることができるか?」「非線形科学と統計科学の対話」 (2007)
  • Author(s): 小松崎民樹
  • Organizer: 統計数理研究所研究会
  • Place of Presentation: 広尾(招待)
• [Presentation] 時系列から見る運動の階層性 (2007)
  • Author(s): 馬場昭典
  • Organizer: 日本物理学会第62回年次大会
  • Place of Presentation: (招待)
• [Presentation] 生体分子時系列情報から我々は何を学び取ることができるか? (2007)
  • Author(s): 小松崎民樹
  • Organizer: 分子研研究会分子科学における連成シュミュレーションの基礎理論と応用
  • Place of Presentation: 岡崎(招待)
• [Presentation] Dynamical Hierarchy of Transitions in Chemical Reactions (2007)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Telluride Workshop, The Complexity of Dynamics and Kinetics in Many Dimensions
  • Place of Presentation: CO, USA(招待)
• [Presentation] Multiple-Time-Scale State Space Landscape buried in Single Molecule Time Series (2007)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Telluride Workshop, The Complexity of Dynamics and Kinetics in Many Dimensions
  • Place of Presentation: CO, USA(招待)
• [Presentation] 生体分子の一分子時系列解析 : 局所平衡状態と自由エネルギー地形非線形振動子系の物理学 : 現代的問題とその解析 (2007)
  • Author(s): 馬場昭典
  • Organizer: 基礎物理学研究所
  • Place of Presentation: 京都(招待)
• [Presentation] Multiple-Time-Scale State Network Topography buried inSingle Molecule Time Series (2007)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Energy Landscapes : Negotiating the Black Diamonds, Telluride
  • Place of Presentation: CO, USA(invited)
• [Presentation] DynamicalHierarchy of Transitions in Chemical Reactions (2007)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: DYNAMICS OF COMPLEX SYSTEMS-mathematical modeling, method and prediction
  • Place of Presentation: Hokkaido University, Hokkaido, Japan(invited)
• [Presentation] 生体分子の一分子時系列解析:局所平衡状態と自由エネルギー地形 (2007)
  • Author(s): 馬場 昭典
  • Organizer: 非線形振動子系 の物理学:現代的問題とその解析
  • Place of Presentation: 基礎物理学研究所(京都市)
• [Presentation] 生体分子時系列情報から 我々は何を学び取ることができるか? (2007)
  • Author(s): 小松崎 民樹
  • Organizer: 分子研研究会 分子科学における連成シミュレーションの基礎理論と応用
  • Place of Presentation: 分子科学研究所(岡崎市)
• [Presentation] 一分子時系列から自由エネルギー地形を読み取る (2007)
  • Author(s): 馬場 昭典、小松崎 民樹
  • Organizer: 分子研研究会 分子科学における連成シミュレーションの基礎理論と応用
  • Place of Presentation: 分子科学研究所(岡崎市)
• [Presentation] 正準変換摂動理動による遅い作用変数の抽出法とそれによる動力学の解明 (2007)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 分子研研究会 分子科学における連成シミュレーションの基礎理論と応用
  • Place of Presentation: 分子科学研究所(岡崎市)
• [Presentation] 生体分子における振動エネルギーから力学的エネルギーへの変換機構 (2007)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 第一回分子科学討論会
  • Place of Presentation: 分子科学研究所(岡崎市)
• [Presentation] 生体分子の振動エネルギーから力学的エネルギーへの変換機構 (2007)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 日本物理学会 第62回年次大会
  • Place of Presentation: 北海道大学(札幌市)
• [Presentation] 時系列から見る運動の階層性 (2007)
  • Author(s): 馬場 昭典、小松崎 民樹
  • Organizer: 日本物理学会第62回年次大会
  • Place of Presentation: 北海道大学(札幌市)
• [Presentation] 1分子時系列情報から抽出する複雑ネットワーク:Kantorovich計量空間における動態構造 (2007)
  • Author(s): 生清 一人、小松崎 民樹
  • Organizer: 日本物理学会 第62回年次大会
  • Place of Presentation: 北海道大学(札幌市)
• [Presentation] Novel method and theory of multi-time-scale dynamical state-network from time series of single molecule experiments (2007)
  • Author(s): Li Chun Biu, Tamiki Komatsuzaki
  • Organizer: 日本物理学会 第62回年次大会
  • Place of Presentation: 北海道大学(札幌市)
• [Presentation] 1分子時系列情報から我々は何を学び取ることができるか? (2007)
  • Author(s): 小松崎 民樹
  • Organizer: 統計数理研究所研究会「非線形科学と統計科学の対話」
  • Place of Presentation: 統計数理研究所(東京都)
• [Presentation] Complex Multiscale Networks and Information Flows for Protein Dynamics from Single-molecule Time Series (2007)
  • Author(s): Chun Biu Li, Haw Yang, 小松崎 民樹
  • Organizer: 第45回日本生物物理学会
  • Place of Presentation: パシフィコ横浜(横浜市)
• [Presentation] 蛋白質の折り畳み運動を観測するための-分子測定手法の開発 (2007)
  • Author(s): 木下 雅仁、鎌形 清人、前田 晃央、後藤 祐児、小松崎 民樹、高橋 聡
  • Organizer: 第45回日本生物物理学会
  • Place of Presentation: パシフィコ横浜(横浜市)
• [Presentation] 生体系時系列データから動力学諸量を抽出する方法論 (2007)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 第45回日本生物物理学会
  • Place of Presentation: パシフィコ横浜(横浜市)
• [Presentation] Multiple-Time-Scale State Network Topography buried in Single Molecule Time Series (2007)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Energy Landscapes: Negotiating the Black Diamonds
  • Place of Presentation: Telluride Science Research Center, CO, USA
• [Presentation] How can One Extract Free Energy Landscapes from Single Molecule Time Series? (2007)
  • Author(s): Akinori Baba
  • Organizer: Energy Landscapes: Negotiating the Black Diamonds
  • Place of Presentation: Telluride Science Research Center, CO, USA
• [Presentation] Fractional behavior in Hamiltonian Chaos Describing Reactions (2007)
  • Author(s): Akira Shojiguchi, Chun-Biu Li, Tamiki Komatsuzaki, Mikito Toda
  • Organizer: The Third Shanghai International Symposium On Nonlinear Sciences And Applications
  • Place of Presentation: Shanghai, China
• [Presentation] The Dynamical Origin of Chemical Reactions: How and Why Systems can React from One State to the Other (2007)
  • Author(s): Chun Biu Li, Akira Shojiguchi, Mikito Toda, and Tamiki Komatsuzaki
  • Organizer: The Third Shanghai International Symposium On Nonlinear Sciences And Applications
  • Place of Presentation: Shanghai, China
• [Presentation] Extracting Protein Conformational Dynamics on a Photon-by-Photon Basisin Single Molecule Experiments (2007)
  • Author(s): Chun-Biu Li, Tamiki Komatsuzaki
  • Organizer: The Third Shanghai International Symposium On Nonlinear Sciences And Applications
  • Place of Presentation: Shanghai, China
• [Presentation] Anomalous Diffusion in Folding Dynamics of Minimalist Protein Landscape (2007)
  • Author(s): Yasuhiro Matsunaga, Chun-Biu Li, Tamiki Komatsuzaki
  • Organizer: The Third Shanghai International Symposium On Nonlinear Sciences And Applications
  • Place of Presentation: Shanghai, China
• [Presentation] Complex network extracted from single molecule time series: Dyniamical structure in Kantorovich Metric space (2007)
  • Author(s): Kazuto Sei and Tamiki Komatsuzaki
  • Organizer: International Symposium on Molecular Theory for Real Systems
  • Place of Presentation: Katsura, Kyoto
• [Presentation] Capturing the multiple-time-scale dynamical state-network in the time series of single molecule experiments (2007)
  • Author(s): Kazuto Sei and Tamiki Komatsuzaki
  • Organizer: ACS National Meeting: Single Molecule Spectroscopy, Imaging and Manipulation of Biomolecular Systems
  • Place of Presentation: Boston, USA
• [Presentation] Dynamical Hierarchy of Transitions in Chemical Reactions (2007)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Telluride Workshop, The Complexity of Dynamics and Kinetics in Many Dimensions
  • Place of Presentation: Telluride Science Research Center, CO, USA
• [Presentation] Multiple-Time-Scale State Space Landscape buried in Single Molecule Time Series (2007)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Telluride Workshop, The Complexity of Dynamics and Kinetics in Many Dimensions
  • Place of Presentation: Telluride Science Research Center, CO, USA
• [Presentation] Geometrical structure under bond selective chemistry (2007)
  • Author(s): Hiroshi Teramoto, Tamiki Komatsuzaki
  • Organizer: Telluride Workshop, The Complexity of Dynamics and Kinetics in Many Dimensions
  • Place of Presentation: Telluride Science Research Center, CO, USA
• [Presentation] The relation between the stable manifold stretched from NHIM and remant structures (2007)
  • Author(s): Hiroshi Teramoto, Tamiki Komatsuzaki
  • Organizer: Telluride Workshop, The Complexity of Dynamics and Kinetics in Many Dimensions
  • Place of Presentation: Telluride Science Research Center, CO, USA
• [Presentation] Introduction to theories of dynamical systems (2007)
  • Author(s): 寺本 央、小松崎 民樹
  • Organizer: 第1回力学系ルネッサンス
  • Place of Presentation: 北海道大学(札幌市)
• [Presentation] What can one learn about the underlying free energy landscape or dynamical structure from single molecule time series? (2006)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Discussion on "Theory and simulation of biomolecular nano-machines"
  • Place of Presentation: Maiko Villa, Kobe(invited)
• [Presentation] A construction of the underlying free energy landscape from single molecule time series (2006)
  • Author(s): Tamiki Komatsuzaki
  • Organizer: Fifth East Asian Biophysics Symposium & Forty-Fourth Annual Meeting of the Biophysical Society of Japan
  • Place of Presentation: Okinawa(invited)
• [Presentation] Extracting Conformational Dynamics on a Photon by Photon basis in Single Molecule Electron Transfer「蛋白質の機能運動と折り畳み運動」 (2006)
  • Author(s): Chun Biu Li
  • Organizer: 大阪大学蛋白質研究所セミナー
  • Place of Presentation: (招待)
• [Presentation] 1分子計測時系列情報から読み取るたんぱく質系の動的構造 (2006)
  • Author(s): 小松崎民樹
  • Organizer: ダイナミクス研究会
  • Place of Presentation: 岐阜大医学部(招待)
• [Remarks]
  • URL: http://mlns.es.hokudai.ac.jp
• [Remarks] 研究室HP
  • URL: http://mlns.es.hokudai.ac.jp/index_j.html