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自律分散処理に基づく連成シミュレーション手法の開発と応用

Research Project

Project/Area Number 16500035
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Computer system/Network
Research InstitutionKyushu University

Principal Investigator

青柳 睦  Kyushu University, 情報基盤研究開発センター, 教授 (00260026)

Project Period (FY) 2004 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,840,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥240,000)
Fiscal Year 2007: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2006: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2005: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2004: ¥1,000,000 (Direct Cost: ¥1,000,000)
Keywords分散処理 / 並列処理 / アドホックネットワーク / 連成シミュレーション / 自律処理 / 並列計算 / 強調分散 / 協調分散
Research Abstract

並列処理における自律的な協調分散アルゴリズムの開発を行いナノ分野の並列実アプリケーション実行環境への適応研究を行った。本研究では、与えられた問題サイズに対して実行を開始した後の演算途中においても、並列実行のための「計算ノードの追加」と「障害ノードを動的に回避(切り離し)する」機能を備えたミドルウェアを開発し、フラグメント分子軌道計算法を一例としてその実装を行った。
特に本年度は、研究の総まとめとしてのミドルウェアの整備を行った。具体的には、(a)ミドルウェア層とアプリケーション層のコードを分離独立化および機能の直交化を行い、(b)応用アプリケーションプログラムの記述言語(CまたはFortran)から容易に結合可能な自律分散ミドルウェアとしてAPIに改良を加えた他、(c) Activeなノード構成情報を階層化して応用アプリケーションプログラムから引用できるAPIを追加した。また(c)のAPIを単独に呼ぶことにより、利用者がActiveなノード構成を閲覧できる機能をもったツール等を開発した。
これらの研究開発により、従来では実装が困難であった並列実行中プログラムの動的なノード構成変更を可能とする基盤ミドルのプロトタイプを完成し、その性能と機能を実証できた。

Report

(5 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (56 results)

All 2007 2006 2005 2004

All Journal Article (33 results) (of which Peer Reviewed: 25 results) Presentation (21 results) Book (2 results)

  • [Journal Article] Interaction and Localization of One-electron Orbitals in an Organic Molecule : Fictitious Parameter Analysis for Multi-physics Simulations2007

    • Author(s)
      T. Takami, J. Maki, J. Ooba, T. Kobayashi, R. Nogita, M. Aoyagi
    • Journal Title

      J. Phys. Soc. Jpn 76

      Pages: 13001-13001

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Open-architecture Implemenation of FMO Method for Peta-scale Computing2007

    • Author(s)
      T. Takami, J. Maki, J. Ooba, Y. Inadomi, H. Honda, T. Kobayashi, R. Nogita, M. aoyagi
    • Journal Title

      Proceedings of HPCNano06 at Tampa 12

      Pages: 6-6

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] GridFMO-Quantum chemistry of proteins on the grid2007

    • Author(s)
      池上努, 真木淳, 高見利也, 田中良夫, 横川三津夫, 関口智嗣, 青柳睦
    • Journal Title

      情報処理学会論文誌(トランザクション)コンピューティングシステム Vol. 48(No. SIG8)

      Pages: 83-93

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] One-sided Communication Implementation in FMO Method2007

    • Author(s)
      J. Maki, Y. Inadomi, T. Takami, R. Susukita, H. Honda, J. Ooba, T. Kobayashi, R. Nogita, K. Inoue, M. Aoyagi
    • Journal Title

      Proceedings of the 9th High Performance Computing, International Conference & Exhibition (HPCAsia2007)

      Pages: 137-142

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Sound Generation by a Turbulent Flow in Musical Instruments-Multiphysics Simulation Approach-2007

    • Author(s)
      T. Kobayashi, T. Takami, K. Takahashi, R. Mibu, M. Aoyagi
    • Journal Title

      Proceedings of the 9th High Performance Computing International Conference & Exhibition (HPCAsia2007)

      Pages: 91-96

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] GridFMO-Quantum chemistry of proteins on the grid2007

    • Author(s)
      T. Ikegami, J. Maki, T. Takami, Y. Tanaka, M. Yokokawa, S. Sekiguchi, M. Aoyagi
    • Journal Title

      Proceedings of 8th IEEE/ACM International Conference on Grid Computing(GRID 2007)

      Pages: 153-160

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Multi-physics Extension of OpenFMO Framework2007

    • Author(s)
      T. Takami, J. Maki, J. Ooba, Y. Inadomi, H. Honda, R. Susukita, K. Inoue, T. Kobayashi, R. Nogita, M. Aoyagi
    • Journal Title

      Proceedings of ICCMSE 2007 Vol. 2(Part A)

      Pages: 122-125

    • NAID

      120006655480

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Interaction and Localization of One-electron Orbitals in an Organic Molecule: Fictitious Parameter Analysis for Multi-physics Simulations2007

    • Author(s)
      T. Takami, J. Maki, J. Ooba, T. Kobayashi, R. Nogita, and M. Aoyagi
    • Journal Title

      J.phys.Soc.Jpn 76

      Pages: 13001-13013

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] GridTMO-Quantum chemistry of proteins on the grid2007

    • Author(s)
      池上 努, 真木 淳, 高見 利也, 田中 良夫, 横川 三津夫, 関口 智嗣, 青柳 睦
    • Journal Title

      情報処理学会論文誌(トランザクション)コンピューティングシステム 48

      Pages: 83-93

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] One-sided Communication Implementation in FMO Method2007

    • Author(s)
      J. Maki, Y. Inadomi, T. Takami, R. Susukita, H. Honda, J. Ooba, T. Kobayashi, R. Nogita, K. Inoue, and M. Aoyagi
    • Journal Title

      Proceedings of the 9th High Performance Computing, International Conference & Exhibition (HPCAsia2007)

      Pages: 137-142

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sound Generation by a Turbulent Flow in Musical Instruments-Multiphysics Simulation Approach2007

    • Author(s)
      T. Kobayashi, T. Takami, K. Takahashi, R. Mibu, M. Aoyagi
    • Journal Title

      Proceedings of the 9th High Performance Computing, International Conference & Exhibition (HPCAsia2007)

      Pages: 91-96

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] GridFMO-Quantum chemistry of proteins on the grid2007

    • Author(s)
      T. Ikegami, J. Maki, T. Talcami, Y. Tanaka, M. Yokokawa, S. Sekiguchi, M. Aoyagi
    • Journal Title

      Proceedings of 8th IEEE/ACM International Conference on Grid Computing (GRID 2007)

      Pages: 153-160

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-physics Extension of OpenFMO Framework2007

    • Author(s)
      T. Takami, J. Maki, J. Ooba, Y. Inadomi, H. Honda, R. Susukita, K. Inoue, T. Kobayashi, R. Nogita, and M. Aoyagi
    • Journal Title

      Proceedings of ICCMSE 2007 2

      Pages: 122-125

    • NAID

      120006655480

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interaction and Localization of One-electron Orbitals in Organic Molecule : Fictitious Parameter Analysis for Multi-physics Simulat ions2007

    • Author(s)
      T.Takami, J.Maki, J.Ooba, T.Kobayashi, R.Nogita, M.Aoyagi
    • Journal Title

      J. Phys. Soc. Jpn. 76

      Pages: 13001-13001

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Theoretical study of the water-induced oxidation reaction on the bare Si surface H2O + Si(100)-(2x1)2006

    • Author(s)
      Hidekazu Watanabe, Shinkoh Nanbu, Zhi-Hong Wang, Jun Maki, Tsuneo Urisu, Mutsumi Aoyagi, Kenta Ooi
    • Journal Title

      Chem. Phys. Lett 424

      Pages: 133-138

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Field trial of 40-Gbit/s Wavelength Path Quality Assurance using GMPLS-controlled All-Optical 2R Regenerator2005

    • Author(s)
      M. Yagi, S. Tanaka, S. Satomi, S. Ryu, K. Okamura, M. Aoyagi, S. Asano
    • Journal Title

      Fiber Communication Conference (OFC) OThP3

      Pages: 3-3

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Japanese Computational Grid Research Project : NAREGI2005

    • Author(s)
      S. Matsuoka, S. Shimojo, M. Aoyagi, S. Sekiguchi, H. Usami, K. Miura
    • Journal Title

      Proceedings of The IEEE Vol. 93, No. 3

      Pages: 522-533

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Field trial of GMPLS triple plane integration for 40-Gbit/s dynamically reconfigurable wavelength path network2005

    • Author(s)
      M. Yagi, S. Tanaka, S. Satomi, S. Ryu, K. Okamura, M. Aoyagi, S. Asano
    • Journal Title

      IEEE Electronics Letter Vol. 41, No. 8

      Pages: 492-494

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Assignment of surface IR absorption spectra observed in the oxidation reactions : 2H + H2O/Si(100) and H2O + H/Si(100)2005

    • Author(s)
      Z. -H. Wang, T. Urisu, H. Watanabe, K. Ooi, G. R. Rao, S. Nanbu, J. Maki, M. Aoyagi
    • Journal Title

      Surface Science 575

      Pages: 330-342

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] heoretical study of the oxidation reaction for the H atom-induced water-terminated Si surface 2H+H2O/Si(100)-(2x1)2005

    • Author(s)
      Hidekazu Watanabe, Shinkoh Nanbu, Zhi-Hong Wang, Jun Maki, Tsuneo Urisu, Mutsumi Aoyagi, Kenta Ooi
    • Journal Title

      Chem. Phys. Lett 412

      Pages: 347-352

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Japanese Computational Grid Research Project : NAREGI2005

    • Author(s)
      S.Matsuoka, S.Shimojo, M.Aoyagi, S.Sekiguchi, H.Usami, K.Miura
    • Journal Title

      Proceedings of The IEEE Vol.93, No.3

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Field trial of GMPLS triple plane integration for 40-Gbit/s dynamically reconfigurable wavelength path network2005

    • Author(s)
      M.Yagi, S.Tanaka, S.Satomi, S.Ryu, K.Okamura, M.Aoyagi, S.Asano
    • Journal Title

      IEEE Electronics Letter Vol.41, No.8

      Pages: 492-494

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Japanese Computational Grid Research Project : NAREGI2005

    • Author(s)
      M.Matsuoka
    • Journal Title

      Proceedings of The IEEE 93

      Pages: 2081-2092

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Noble Gas Clusters Doped with a Metal Ion I : Ab Initio Studies of Na+Ar_n2004

    • Author(s)
      T. Nagata M. Aoyagi S. Iwata
    • Journal Title

      J Phys. Chem 108

      Pages: 683-690

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Three Pairs of Doublet Bands Assigned to Scissors Modes of SiH_2 on Si(100) Surfaces Observed in Several H_2O-induced Oxidation systems2004

    • Author(s)
      Hidekazu Watanabe, Shinkoh Nanbu, Zhi-Hong Wang, Jun Maki, Tsuneo Urisu, Mutsumi Aoyagi, Kenta Ooi
    • Journal Title

      Chemical Physics Letters 383

      Pages: 523-527

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Three Pairs of Doublet Bands Assigned to SiH2 Scissoring Modes Observed in H2O-induced Oxidation of Si (100) Surfaces2004

    • Author(s)
      Zhi-Hong Wang, Tsuneo Urisu, Shinkoh Nanbu, Jun Maki, G. Ranga Rao, Mutsumi Aoyagi, Hidekazu Watanabe, Kenta Ooi
    • Journal Title

      Physical Review B 69

      Pages: 45309-45309

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Field trial of GMPLS multilayer integration for dynamic 40-Gbit/s wavelength path switching2004

    • Author(s)
      M. Yagi, S. Tanaka, S. Satomi, S. Ryu, K. Okamura, M. Aoyagi, S. Asano
    • Journal Title

      Proc. ECOC2004

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 計算化学から見たバイオインフォマティックス2004

    • Author(s)
      青柳 睦, 何 希倫
    • Journal Title

      蛋白質・核酸・酵素、共立出版社 49

      Pages: 4-4

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] ナノサイェンスシミュレーションとグリッド計算2004

    • Author(s)
      青柳 睦
    • Journal Title

      計算工学 Vol. 9, No. 4

      Pages: 4-4

    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Theoretical Analysis of the Oxygen Insertion Process in the Reaction of H_2O with H-terminated Si(100) Surface2004

    • Author(s)
      H.Watanabe
    • Journal Title

      Chem.Phys.Lett. 383

      Pages: 523-527

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Three Pairs of Doublet Bands Assigned to Scissors Modes of SiH_2 on Si(100) Surfaces Observed in Several H_2O-induced Oxidation2004

    • Author(s)
      Z.-H.Wang
    • Journal Title

      Phys.Rev.B 69

      Pages: 45309-45313

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Noble Gas Clusters Doped with a Metal Ion I : Ab Initio Studies of Na+Ar_n2004

    • Author(s)
      T.Nagata
    • Journal Title

      H.Phys.Chem 108

      Pages: 683-690

    • Related Report
      2004 Annual Research Report
  • [Journal Article] ナノサイエンスシミュレーヨンとグリッド計算2004

    • Author(s)
      青柳 睦
    • Journal Title

      計算工学 9.4

      Pages: 129-132

    • Related Report
      2004 Annual Research Report
  • [Presentation] 溶液中での溶質分子のエネルギー微分計算2007

    • Author(s)
      真木淳, 大庭淳一, 青柳睦.
    • Organizer
      第二回連成シミュレーションフォーラム
    • Place of Presentation
      福岡
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ミクロ・マクロ境界のマルチフィジックス連成と観測量2007

    • Author(s)
      高見利也, 小林泰三, 青柳睦
    • Organizer
      第二回連成シミュレーションフォーラム
    • Place of Presentation
      福岡
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 高度連成シミュレーションにおける量子状態の新しい解析法2007

    • Author(s)
      高見利也, 真木淳, 青柳睦
    • Organizer
      ナノ分野グランドチャレンジ第一回公開シンポジウム
    • Place of Presentation
      自然科学研究機構岡崎コンファレンスセンター
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] ペクフロップス計算を目指したOpenFMOプログラムの開発2007

    • Author(s)
      真木淳, 稲富雄一, 高見利也, 大庭淳一, 本田宏明, 小林泰三, のぎ田理恵, 青柳睦
    • Organizer
      ナノ分野グランドチャレンジ研究開発第一回公開シンポジウム
    • Place of Presentation
      自然科学研究機構岡崎コンファレンスセンター
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] RISM/SCF 連成計算による溶液中分子の一電子軌道の固有値統計と局在2007

    • Author(s)
      高見利也, 小林泰三, 真木淳, 青柳睦
    • Organizer
      日本物理学会2007年春季大会
    • Place of Presentation
      鹿児島大学
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] メディェイターを用いた連成計算によるマルチスケール現象の理解に向けてI2007

    • Author(s)
      小林泰三, 高見利也, 真木淳, 青柳睦
    • Organizer
      日本物理学会2007年春季大会
    • Place of Presentation
      鹿児島大学
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 片側通信を用いた並列フラグメント分子軌道計算プログラムの実装2007

    • Author(s)
      稲富雄一, 真木淳, 本田宏明, 薄田竜太郎, 井上弘士, 青柳睦
    • Organizer
      並列/分散/協調処理に関するサマー・ワークショップ(SWoPP07)
    • Place of Presentation
      旭川市大雪クリスタルホール旭川国際会議場
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 大規模並列システムの性能評価を目的としたプログラムコード抽象化技法2007

    • Author(s)
      松本幸, 本田宏明, 稲富雄一, 薄田竜太郎, 柴村英智, 井上弘士, 青柳睦, 村上和彰
    • Organizer
      並列/分散/協調処理に関するサマー・ワークショップ(SWoPP07)
    • Place of Presentation
      旭川市大雪クリスタルホール旭川国際会議場
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 楽器に於ける渦音の役割 : 流体と音波の連成計算による解析I2007

    • Author(s)
      高見利也, 小林泰三, 高橋公也, 壬生亮太, 青柳睦
    • Organizer
      日本物理学会
    • Place of Presentation
      北海道大学
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 楽器に於ける渦音の役割 : 流体と音波の連成計算による解析II2007

    • Author(s)
      小林泰三, 高見利也, 高橋公也, 壬生亮太, 青柳睦
    • Organizer
      日本物理学会
    • Place of Presentation
      北海道大学
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 片側通信を用いた並列フラグメント分子軌道計算プログラムの実装2007

    • Author(s)
      稲富 雄一, 真 木淳, 本田 宏明, 薄田 竜太郎, 井上 弘士, 青柳 睦
    • Organizer
      並列/分散1協調処理に関するサマー・ワークショップ(SWoPPO7)
    • Place of Presentation
      旭川市大雪クリスタルホール旭川国際会議場
    • Related Report
      2007 Annual Research Report
  • [Presentation] 大規模並列システムの性能評価を目的としたプログラムコード抽象化技法2007

    • Author(s)
      松本 幸, 本田 宏明, 稲富 雄一, 薄田 竜太郎, 柴村 英智, 井上 弘士, 青柳 睦, 村上 和彰
    • Organizer
      並列/分散/協調処理に関するサマー・ワークショップ(SWoPPO7)
    • Place of Presentation
      旭川市大雪クリスタルホール旭川国際会議場
    • Related Report
      2007 Annual Research Report
  • [Presentation] 楽器に於ける渦音の役割:流体と音波の連成計算による解析I2007

    • Author(s)
      高見 利也, 小林 泰三, 高橋 公也, 壬生 亮太, 青柳 睦
    • Organizer
      日本物理学会
    • Place of Presentation
      北海道大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] 楽器に於ける渦音の役割:流体と音波の連成計算による解析II2007

    • Author(s)
      小林 泰三, 高見 利也, 高橋 公也, 壬生 亮太, 青柳 睦
    • Organizer
      日本物理学会
    • Place of Presentation
      北海道大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] 3D-RISM/SCF 連成の変分的構成と解析微分の検証2006

    • Author(s)
      高見利也, 真木淳
    • Organizer
      ナノサイエンス実証研究第4回公開シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Variational Construction of 3D-RISM/SCF Coupled Simulation and its Application to tructural Optimization by Free Energy2006

    • Author(s)
      T. Takami, J. Maki, J. Ooba, H. Watanabe, R. Nogita, R. Takano, M. Aoyagi
    • Organizer
      The XIIth International Congress of Quantum Chemistry
    • Place of Presentation
      京都
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Interaction and Localization of One-electron Orbitals in a Organic Molecule : Fictitious Parameter Analysis for Multi-physics Simulations2006

    • Author(s)
      T. Takami, J. Maki, J. Ooba, T. Kobayashi, R. nogita, M. Aoyagi
    • Organizer
      International Conference on Quantum Mechanics and Chaos
    • Place of Presentation
      大阪市立大学
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Open-architecture Implementation of FMO for Peta-scale Computing2006

    • Author(s)
      T. Takami, J. Maki, J. Ooba, Y. Inadomi, H. Honda, T. Kobayashi, R. Nogita, M. Aoyagi
    • Organizer
      The 2nd IEEE/ACM Int'l Workshop on HPC for nano-science and technology (HPCNano06)
    • Place of Presentation
      Tampa, FL. (Oral Presentation)
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] RISM-FMO連成によるエネルギー微分計算2005

    • Author(s)
      真木淳, 大庭 淳一, 渡邉 克博, 久保昭一, 何希倫, 高見 利也, 渡邉 秀和, 青柳 睦
    • Organizer
      NAREGIナノサイエンス実証研究第3回公開シンポジウム
    • Place of Presentation
      分子科学研究所
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Free Energy Gradient in 3D-RISM/SCF and its Application to Exploring Hydration Structure of Large Molecule2005

    • Author(s)
      T. Takami, J. Maki, H. Watanabe, J. Ooba, M. Aoyagi
    • Organizer
      1st NAREGI international Nanosciennce Conference, Nara
    • Place of Presentation
      奈良県新公会堂
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Grid-Enabling Large Scale Nano-Applications : RISM-FMO coupled Simulations and Loosely Coupled FMO2005

    • Author(s)
      J. Maki, J. Ooba, T. Takami, H. Watanabe, S. kubo, K. Watanabe, S. Ho, R. Takano, K. Miura, M. Aoyagi
    • Organizer
      1st NAREGI international Nanosciennce Conference
    • Place of Presentation
      奈良県新公会堂
    • Related Report
      2007 Final Research Report Summary
  • [Book] IFIP International Federation for Information Processing, Volume 239Grid-Based Problem Solving Environments2007

    • Author(s)
      Mutsumi Aoyagi
    • Total Pages
      358
    • Publisher
      Springer
    • Related Report
      2007 Final Research Report Summary
  • [Book] FIP International Federation for Information Processing, Volume239, Grid-Based Problem Solving Environments2007

    • Author(s)
      Mutsumi AOYAGI
    • Total Pages
      358
    • Publisher
      (出版社 Springer)
    • Related Report
      2007 Annual Research Report

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Published: 2004-04-01   Modified: 2016-04-21  

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