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Large-scale simulations for gas-liquid two-phase flow-structure interaction using GPU supercomputer

Research Project

Project/Area Number 23360046
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Engineering fundamentals
Research InstitutionTokyo Institute of Technology

Principal Investigator

AOKI Takayuki  東京工業大学, 学術国際情報センター, 教授 (00184036)

Co-Investigator(Kenkyū-buntansha) KOBAYASHI Hiromichi  慶應義塾大学, 法学部, 教授 (60317336)
IMAI Yohsuke  東北大学, 工学系研究科, 特任准教授 (60431524)
Project Period (FY) 2011-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥20,280,000 (Direct Cost: ¥15,600,000、Indirect Cost: ¥4,680,000)
Fiscal Year 2013: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2012: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2011: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Keywords気液二相流 / GPU / スパコン / Immersed Boundary Method / CLSVOF / マルチグリッド / 計算と通信のオーバーラップ / Thinc WLIC / VOF / AMR / 八分木データ構造 / デフラグ / 海面捕獲 / 空間充填曲線 / ヒルベルト曲線 / レベルセット / VOF法
Research Abstract

In spite of unknown complex dynamics of two-phase flows including gas-liquid interfaces, it is hard to study them with high spatial resolution by numerical computation due to quit less efficiency of parallel computing. By using a large number of GPUs equipped with high computational performance, we have developed a numerical simulator of gas-liquid two-phase flows with high resolution by introducing a new CLSVOF (Coupled Level Set with Volume of Fluid) method, a Pressure Poisson solver of Multi-grid preconditioned BiCGSTAB and IBM (Immersed Boundary Method). In order to get high parallel scalability, an overlapping technique between computation and communication is indispensable.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (134 results)

All 2014 2013 2012 2011 Other

All Journal Article (23 results) (of which Peer Reviewed: 19 results) Presentation (105 results) (of which Invited: 32 results) Book (5 results) Remarks (1 results)

  • [Journal Article] 複数GPU による格子に基づいたシミュレーションのためのマルチGPU コンピューティング・フレームワーク2014

    • Author(s)
      下川辺隆史,青木尊之,小野寺直幸
    • Journal Title

      HPCS シンポジウム 2014 (一橋大学)

    • NAID

      170000079712

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] GPU スパコンにおける1 億個のスカラー粒子計算の強スケーリングと動的負荷分散2013

    • Author(s)
      都築怜理,青木尊之,下川辺隆史
    • Journal Title

      情報処理学会論文誌コンピューティングシステム

      Volume: Vol.9, No.3 Pages: 82-93

    • NAID

      110009606662

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Unexpected selection of growing dendrites by very-largescale phase-field simulation2013

    • Author(s)
      T.Takaki, T.Shimokawabe, M.Ohno, A.Yamanaka, T.Aoki
    • Journal Title

      Journal of Crystal Growth

      Volume: Volume 382 Pages: 21-25

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 格子ボルツマン法による1m 格子を用いた都市部10km 四方の大規模LES 気流シミュレーション2013

    • Author(s)
      小野寺直幸, 青木尊之, 下川辺隆史,小林宏充
    • Journal Title

      情報処理学会ハイパフォーマンスコンピューティング研究会主催HPCS シンポジウム2013 (東京)

    • NAID

      170000073654

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] GPU スパコンにおける1 億個のスカラー粒子計算の強スケーリングと動的負荷分散2013

    • Author(s)
      都築怜理, 青木尊之, 下川辺隆史
    • Journal Title

      情報処理学会論文誌コンピューティングシステム

      Volume: Vol.9

    • NAID

      110009606662

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Unexpected selection of growing dendrites by very-large-scale2013

    • Author(s)
      T. Takaki, T. Shimokawabe, M. Ohno, A. Yamanaka, T. Aoki
    • Journal Title

      Journal of Crystal Growth

      Volume: Vol.382

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Global magnetohydrodynamic simulations on multiple GPUs2013

    • Author(s)
      Un-Hong Wong, Hon-Cheng Wong, Yonghui Ma
    • Journal Title

      Computer Physics Communications 185

      Volume: Vol.185 Issue: 1 Pages: 144-152

    • DOI

      10.1016/j.cpc.2013.08.027

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] CFDが描く流体潤滑の新しい世界2013

    • Author(s)
      丹愛彦、青木尊之
    • Journal Title

      日本トライボロジー学会誌「トライボロジスト」

      Volume: 0

    • NAID

      10031175877

    • Related Report
      2013 Annual Research Report
  • [Journal Article] GPUスパコンTSUBAME2.0による大規模格子系アプリケーション2013

    • Author(s)
      青木尊之
    • Journal Title

      日本機械学会誌

      Volume: Vol.116, No.1132

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Patient-specific modelling of pulmonary airflow using GPU cluster for the application in medical practice2012

    • Author(s)
      T.Miki
    • Journal Title

      Computer Methods in Biomechanics and Biomedical Engineering

      Volume: (in press) Issue: 7 Pages: 771-778

    • DOI

      10.1080/10255842.2011.560842

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 水と空気が激しく混じり合う流れのシミュレーション2012

    • Author(s)
      青木尊之
    • Journal Title

      油空圧技術

      Volume: Vol. 51, No.3 Pages: 7-13

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Peta-scale Phase-Field Simulation for Dendritic Solidification on the TSUBAME 2.0 Supercomputer, in Proceedings of the 2011 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis2011

    • Author(s)
      T.Shimokawabe, T.Aoki, T.Takaki, A.Yamanaka, A.Nukada, T.Endo, N.Maruyama, S.Matsuoka
    • Journal Title

      SC' 11 Technical Papers (IEEE Computer Society)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] GPU-accelerated phase-field simulation of dendritic solidification in a binary alloy2011

    • Author(s)
      A.Yamanaka, T.Aoki, S.Ogawa, T.Takaki
    • Journal Title

      Journal of Crystal Growth

      Volume: Vol.318 Pages: 40-45

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Large-eddy simulation of turbulent channel flows with conservative IDO scheme2011

    • Author(s)
      Naoyuki Onodera, Takayuki Aoki, Hiromichi Kobayashi
    • Journal Title

      Journal of Computational Physics

      Volume: Volume 230, Issue 14 Pages: 5787-5805

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 回転体に駆動される気液二相流の数値計算2011

    • Author(s)
      丹愛彦,青木尊之,井上景介,吉谷清文
    • Journal Title

      日本機械学会論文集B編

      Volume: Vol.77, No.781 Pages: 1699-1714

    • NAID

      130001054949

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-GPU performance of incompressible flow computation by lattice Boltzmann method on GPU cluster2011

    • Author(s)
      Xian Wang and Takayuki Aoki
    • Journal Title

      Parallel Computing

      Pages: 521-535

    • DOI

      10.1016/j.parco.2011.02.007

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] メソスケール気象モデルASUCA の TSUBAME 2.0 での実行2011

    • Author(s)
      下川辺 隆史,青木 尊之,石田 純一,河野 耕平,室井 ちあし
    • Journal Title

      日本流体力学会雑誌「ながれ」

      Volume: Vol.30 Pages: 75-78

    • NAID

      110008661720

    • Related Report
      2011 Annual Research Report
  • [Journal Article] GPU-accelerated phase-field simulation of dendritic solidification in a binary alloy,2011

    • Author(s)
      A. Yamanaka, T. Aoki, S. Ogawa, T. Takak
    • Journal Title

      Journal of Crystal Growth

      Volume: Vol.318 Pages: 40-45

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Patient-specific modelling of pulmonary airflow using GPU cluster for the application in medical practice2011

    • Author(s)
      T. Miki, X. Wang, T. Aoki, Y. Imai, T. Ishikawa, K. Takase and T. Yamaguchi
    • Journal Title

      Computer Methods in Biomechanics and Biomedical Engineering

      Volume: Volume 15, Issue 7, Pages: 771-778

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multi-GPU performance of incompressible flow computation by lattice Boltzmann method on GPU cluster2011

    • Author(s)
      Wang Xian and Aoki Takayuki
    • Journal Title

      Parallel Computing

      Volume: Volume 37, issue 9 Pages: 521-535

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] GPU コンピューティング2011

    • Author(s)
      青木尊之
    • Journal Title

      日本気象学会誌「天気」

      Volume: 新用語解説, Vol.58, No.7 Pages: 657-660

    • NAID

      110008686877

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] GPUスパコンを用いた大規模数値シミュレーション2011

    • Author(s)
      青木尊之, 下川辺隆史
    • Journal Title

      日本シミュレーション学会誌「シミュレーション」

      Volume: Vol.30, No.3, ISSN 0285-9947 Pages: 163-172

    • NAID

      110008762131

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Multiple-GPU Scalability of Phase-Field Simulation for Dendritic Solidification2011

    • Author(s)
      Takayuki AOKI, Satoi OGAWA and Akinori YAMANAKA
    • Journal Title

      Progress in Nuclear Science and Technology

      Volume: Vol.2 Pages: 639-642

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] Large-scale GPU Applications for Scientific Computing2014

    • Author(s)
      Takayuki Aoki
    • Organizer
      SIAM Parallel Processing 2014
    • Place of Presentation
      Portland, US
    • Year and Date
      2014-02-20
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] GPU Computing and HPC Applications on a GPU-rich Supercomputer2013

    • Author(s)
      Takayuki Aoki
    • Organizer
      Annual Meeting of TWSIAM
    • Place of Presentation
      Providence University (Taichung), Taiwan
    • Year and Date
      2013-06-02
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] 格子ボルツマン法による1m格子を用いた都市部10km四方の大規模LES気流シミュレーション2013

    • Author(s)
      小野寺直幸, 青木尊之, 下川辺隆史,小林宏充
    • Organizer
      情報処理学会ハイパフォーマンスコンピューティング研究会主催 HPCSシンポジウム2013
    • Place of Presentation
      東京工業大学蔵前会館 くらまえホール(東京都)
    • Related Report
      2012 Annual Research Report
  • [Presentation] ブロック AMR 法の GPU コンピューティング・フレームワーク2013

    • Author(s)
      下川辺隆史, 青木尊之, 小野寺直幸
    • Organizer
      情報処理学会ハイパフォーマンスコンピューティング研究会主催HPCSシンポジウム2013
    • Place of Presentation
      東京工業大学蔵前会館 くらまえホール(東京都)
    • Related Report
      2012 Annual Research Report
  • [Presentation] コヒーレント構造スマゴリンスキー・モデルを用いた格子ボルツマン法による東京都心部の超大規模シミュレーション2013

    • Author(s)
      小野寺直幸, 青木尊之
    • Organizer
      第28回生研TSFDシンポジウム
    • Place of Presentation
      東京大学生産技術研究所・駒場IIリサーチキャンパス(東京都)
    • Related Report
      2012 Annual Research Report
  • [Presentation] A Peta-scale LES (Large-Eddy Simulation) for Turbulent Flows Based on Lattice Boltzmann Method2013

    • Author(s)
      Takayuki Aoki
    • Organizer
      GPU Technology Conference 2013
    • Place of Presentation
      San Jose, USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] Hybrid Fortran 90: High Performance, Low Friction GPGPU for Weather Prediction2013

    • Author(s)
      Michel Mueller, Takashi Shimokawabe, Takayuki Aoki
    • Organizer
      GPU Technology Conference 2013
    • Place of Presentation
      San Jose , USA
    • Related Report
      2012 Annual Research Report
  • [Presentation] 「格子ボルツマン法による1m格子を用いた都市部10km四方の大規模LES気流シミュレーション」2013

    • Author(s)
      小野寺直幸, 青木尊之, 下川辺隆史,小林宏充
    • Organizer
      情報処理学会ハイパフォーマンスコンピューティング研究会主催HPCSシンポジウム2013
    • Place of Presentation
      東京
    • Related Report
      2011 Annual Research Report
  • [Presentation] ブロック AMR 法の GPU コンピューティング・フレームワーク2013

    • Author(s)
      下川辺隆史, 青木尊之, 小野寺直幸
    • Organizer
      情報処理学会ハイパフォーマンスコンピューティング研究会主催HPCSシンポジウム2013
    • Place of Presentation
      東京
    • Related Report
      2011 Annual Research Report
  • [Presentation] Large-scale stencil applications using the whole TSUBAME2.0 resourcesTSUBAME 2.02012

    • Author(s)
      Takayuki Aoki
    • Organizer
      PRIB 2012
    • Place of Presentation
      Tokyo Tech, Japan
    • Year and Date
      2012-11-09
    • Related Report
      2013 Final Research Report
  • [Presentation] Peta-scale GPU applications on TSUBAME2.02012

    • Author(s)
      Takayuki Aoki
    • Organizer
      The Salishan Conference on High-Speed Computing 2012
    • Place of Presentation
      Gleneden Beach, Oregon, USA
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] 流体解析・電磁界解析に適したGPUコンピューティングと大規模計算化2012

    • Author(s)
      青木尊之, 下川辺隆史, 小野寺直幸
    • Organizer
      電子情報通信学会2012年ソサエティ大会
    • Place of Presentation
      富山大学(富山県)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] A 2-Petaflops Stencil Application with Stereoscopic 3D Visualization - Gordon Bell Prize 20112012

    • Author(s)
      Takayuki Aoki
    • Organizer
      GPU Technology Conference 2012 (GTC 2012)
    • Place of Presentation
      San Jose, USA
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Al-Si 二元合金のGPUスパコンによる樹枝状凝固シミュレーション2012

    • Author(s)
      青木尊之
    • Organizer
      日本機械学会 第25回計算力学講演会 (CMD2012)
    • Place of Presentation
      計算科学センタービル(兵庫県)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] TSUBAME 2.0 によるペタ・スケール格子系アプリケーション2012

    • Author(s)
      青木尊之
    • Organizer
      理研シンポジウム「ペタフロップス・マシンのアプリケーション~その使い方とは~」
    • Place of Presentation
      理化学研究所(埼玉県)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] Large-scale stencil applications using the whole TSUBAME2.0 resources2012

    • Author(s)
      Takayuki Aoki
    • Organizer
      7th IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB 2012)
    • Place of Presentation
      東京工業大学 フェライト会議室(東京都)
    • Related Report
      2012 Annual Research Report
    • Invited
  • [Presentation] GPU スパコン TSUBAME 2.0 によるフェーズフィールド 法を用いた 2 petaflops 樹枝状凝固成長計算2012

    • Author(s)
      下川辺隆史、青木尊之、高木知弘、山中晃徳、額田彰
    • Organizer
      日本計算工学会・第17回計算工学講演会
    • Place of Presentation
      京都教育文化センター(京都府)
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPUを用いたLocal Mesh Refinement法によるLES解析/Local mesh refinement for large eddy simulation with GPU2012

    • Author(s)
      小野寺直幸, 青木尊之
    • Organizer
      日本計算工学会・第17回計算工学講演会
    • Place of Presentation
      京都教育文化センター(京都府)
    • Related Report
      2012 Annual Research Report
  • [Presentation] マルチモーメント法に基づく爆風シミュレーションの大規模GPU計算2012

    • Author(s)
      黒木雅広, 青木尊之
    • Organizer
      日本計算工学会・第17回計算工学講演会
    • Place of Presentation
      京都教育文化センター(京都府)
    • Related Report
      2012 Annual Research Report
  • [Presentation] パッシブスカラー粒子の大規模 GPU 計算2012

    • Author(s)
      都築怜理, 青木尊之, 王 嫻, 宮下達路
    • Organizer
      第17回 計算工学講演会
    • Place of Presentation
      京都教育文化センター(京都府)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 複数 GPU を用いた大規模粒子計算の動的負荷分散2012

    • Author(s)
      都築怜理, 青木尊之
    • Organizer
      日本機械学会 第25回計算力学講演会 (CMD2012)
    • Place of Presentation
      計算科学センタービル(兵庫県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] 複数 GPU による Local Mesh Refinement 法を用いたチャネル乱流のLES解析2012

    • Author(s)
      小野寺直幸, 青木尊之
    • Organizer
      日本機械学会 第25回計算力学講演会 (CMD2012)
    • Place of Presentation
      計算科学センタービル(兵庫県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPUを用いた格子ボルツマン法に対するコヒーレント構造Smagorinskyモデルの開発2012

    • Author(s)
      小野寺直幸, 青木尊之, 小林宏充
    • Organizer
      日本機械学会 第25回計算力学講演会 (CMD2012)
    • Place of Presentation
      計算科学センタービル(兵庫県)
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPUスパコンにおけるフェーズフィールド法による樹枝状凝固成長の大規模シミュレーション2012

    • Author(s)
      青木尊之,下川辺隆史
    • Organizer
      物性研究所 計算物質科学研究センター 第2回シンポジウム
    • Place of Presentation
      東京大学柏キャンパス・物性研究所(東京都)
    • Related Report
      2012 Annual Research Report
  • [Presentation] Passive scalar computation of billion particles on a GPU supercomputer,2012

    • Author(s)
      Satori Tsuzuki, Takayuki Aoki, Takashi Shimokawabe, Wang Xian
    • Organizer
      The 10th WORLD CONGRESS ON COMPUTATIONAL MECHANICS (WCCM 2012)
    • Place of Presentation
      Sao Paulo, Brazil
    • Related Report
      2012 Annual Research Report
  • [Presentation] Peta-scale GPU Computing of Phase-Field Simulation for Dendritic Solidification on the TSUBAME 2.0 supercomputer2012

    • Author(s)
      Takashi Shimokawabe, Takayuki Aoki, Tomohiro Takaki, Akinori Yamanaka, Akira Nukada
    • Organizer
      The 10th WORLD CONGRESS ON COMPUTATIONAL MECHANICS (WCCM 2012)
    • Place of Presentation
      Sao Paulo, Brazil
    • Related Report
      2012 Annual Research Report
  • [Presentation] Large-Scale Simulation of Violent Flow Impacting on an Obstacle2012

    • Author(s)
      Naruhiko Tan, Takayuki Aoki, Changhong Hu, Makoto Sueyoshi
    • Organizer
      2nd International Conference on Violent Flows
    • Place of Presentation
      Nantes, France
    • Related Report
      2012 Annual Research Report
  • [Presentation] GPGPU - Desktop Supercompute Recipient of Gordon Bell Prize 20112012

    • Author(s)
      Takayuki Aoki
    • Organizer
      GPGPU Programming Workshop
    • Place of Presentation
      Bangkok, Thailand
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] 複数ノードの GPU による大規模パッシブ・スカラー粒子計算の強スケーリングと動的負荷分散2012

    • Author(s)
      33都築怜理, 青木尊之, 下川辺隆史, 王嫻
    • Organizer
      第133回 HPC 研究会
    • Place of Presentation
      有馬ビューホテルうらら
    • Related Report
      2011 Annual Research Report
  • [Presentation] Passive scalar computation of billion particles on a GPU supercomputer2012

    • Author(s)
      Satori Tsuzuki, Takayuki Aoki, Takashi Shimokawabe, Wang Xian
    • Organizer
      The 10th WORLD CONGRESS ON COMPUTATIONAL MECHANICS (WCCM 2012)
    • Place of Presentation
      Sao Paulo, Brazil
    • Related Report
      2011 Annual Research Report
  • [Presentation] arge-Scale Simulation of Violent Flow Impacting on an Obstacle2012

    • Author(s)
      Naruhiko Tan, Takayuki Aoki, Changhong Hu, Makoto Sueyoshi
    • Organizer
      2nd International Conference on Violent Flows
    • Place of Presentation
      Nantes, France
    • Related Report
      2011 Annual Research Report
  • [Presentation] Large-scale Stencil Applications on GPU-rich Supercomputer TSUBAME2.02011

    • Author(s)
      Takayuki Aoki
    • Organizer
      The annual IEEE International Conference on High Performance Computing (HiPC 2011)
    • Place of Presentation
      Bangalore, India
    • Year and Date
      2011-12-21
    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Invited
  • [Presentation] Large scale GPU computing for CFD applications2011

    • Author(s)
      T.Aoki
    • Organizer
      23th International Conference on Parallel Computational Fluid Dynamics (ParCFD 2011)
    • Place of Presentation
      Barcelona
    • Year and Date
      2011-05-17
    • Related Report
      2013 Final Research Report
  • [Presentation] 145 TFlops Performance on 3990 GPUs of TSUBAME 2.0 Supercomputer for an Operational Weather Prediction, First International Workshop on Advances in High-Performance Computational Earth Sciences2011

    • Author(s)
      T. Shimokawabe, T. Aoki, J. Ishida, K. Kawano, C. Muroi
    • Organizer
      Applications and Frameworks (IHPCES), Singapore Jun 2011
    • Place of Presentation
      Nanyang Technological University
    • Related Report
      2011 Annual Research Report
  • [Presentation] Peta-scale Phase-Field Simulation for Dendritic Solidification on the TSUBAME 2.0 Supercomputer2011

    • Author(s)
      T. Shimokawabe, T. Aoki, T. Takaki, A. Yamanaka, A. Nukada, T. Endo, N., Maruyama, S. Matsuoka
    • Organizer
      Proceedings of the 2011 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis, SC’11, IEEE Computer Society
    • Place of Presentation
      Seattle, WA, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] GPGPU によるマルチモーメント法の圧縮性流体計算2011

    • Author(s)
      黒木 雅広, 青木 尊之, 小野寺 直幸
    • Organizer
      第16回計算工学講演会
    • Place of Presentation
      東京大学柏キャンパス総合研究棟
    • Related Report
      2011 Annual Research Report
  • [Presentation] Mesh Refinement for Real-Time Tsunami Simulation2011

    • Author(s)
      アルセアクニャ マルロン, 青木 尊之
    • Organizer
      第16回計算工学講演会
    • Place of Presentation
      東京大学柏キャンパス総合研究棟
    • Related Report
      2011 Annual Research Report
  • [Presentation] GPU による二相流シミュレーションの開発II, 第16回計算工学講演会2011

    • Author(s)
      杉原 健太,青木 尊之,黒木 雅広
    • Organizer
      第16回計算工学講演会
    • Place of Presentation
      東京大学柏キャンパス総合研究棟
    • Related Report
      2011 Annual Research Report
  • [Presentation] 複数GPU を用いた複雑物体周りのラージエディ・シミュレーション2011

    • Author(s)
      小野寺 直幸, 青木 尊之
    • Organizer
      第16回計算工学講演会
    • Place of Presentation
      東京大学柏キャンパス総合研究棟
    • Related Report
      2011 Annual Research Report
  • [Presentation] Multi-GPU Computing of Ultra Large Scale Phase-Field Simulation2011

    • Author(s)
      Takashi SHIMOKAWABE, Takayuki AOKI, Tomohiro TAKAKI, Akinori YAMANAKA
    • Organizer
      第16回計算工学講演会
    • Place of Presentation
      東京大学柏キャンパス総合研究棟
    • Related Report
      2011 Annual Research Report
  • [Presentation] 回転体に駆動される気液二相流の数値計算2011

    • Author(s)
      丹 愛彦, 青木 尊之, 井上 景介, 吉谷清
    • Organizer
      第16回計算工学講演会
    • Place of Presentation
      東京大学柏キャンパス総合研究棟
    • Related Report
      2011 Annual Research Report
  • [Presentation] Large-Scale GPU Tsunami Simulation on a Multi-Level Mesh2011

    • Author(s)
      Marlon Arce Acuna, Takayuki Aoki
    • Organizer
      Analysis on marine renewable energy dynamics and marine environment dynamics, Kyushu University
    • Place of Presentation
      Kyushu University Fukuoka,
    • Related Report
      2011 Annual Research Report
  • [Presentation] A 2-Petaflops Stencil Application on GPU-rich Supercomputer TSUBAME 2.02011

    • Author(s)
      Takayuki Aoki
    • Organizer
      GTC Asia 2011
    • Place of Presentation
      Beijing, China
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] GPU-based operational Weather Model with Horizontal 500m resolution2011

    • Author(s)
      Takayuki Aoki
    • Organizer
      GTC Asia 2011
    • Place of Presentation
      Beijing, China
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] Large-scale CFD applications on GPU-rich supercomputer TSUBAME2.02011

    • Author(s)
      Takayuki Aoki
    • Organizer
      Accelerated Computing Workshop at OzViz 2011
    • Place of Presentation
      Sydney, Australia
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] A 2-Petaflops Stencil Application on SL390/GPU-based TSUBAME 2.02011

    • Author(s)
      Takayuki Aoki
    • Organizer
      HP-CAST 17, Seattle
    • Place of Presentation
      Seattle
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] Large-scale GPU Applications on TSUBAME 2.0 SL390 Platform2011

    • Author(s)
      Takayuki Aoki
    • Organizer
      HP-CAST Taiwan 2011
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] GPU-based operational atmosphere model JMA-ASUCA with horizontal 500m resolution2011

    • Author(s)
      Takayuki Aoki
    • Organizer
      Computing in Atmospheric Sciences 2011 (CAS2K11)
    • Place of Presentation
      Annecy, France
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] Peta-FLOPS Simulation for Metal Dendritic Solidification on TSUBAME 4,000 GPUs2011

    • Author(s)
      Takayuki Aoki
    • Organizer
      International Workshop of GPU Solutions to Multiscale Problems in Science and Engineering (GPU-SMP'2011)
    • Place of Presentation
      LanZhon, China
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] GPU Powered Supercomputer TSUBAME 2.02011

    • Author(s)
      Takayuki Aoki
    • Organizer
      Joint Int'l Workhop on HPC for Natural Disaster Simulation and GPU Computing
    • Place of Presentation
      Bangkok
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] フルGPU計算による地震波伝播シミュレーション2011

    • Author(s)
      岡元太郎, 竹中博士, 中村武史, 小林直樹, 青木尊之
    • Organizer
      GTC Workshop Japan 2011
    • Place of Presentation
      東京・六本木
    • Related Report
      2011 Annual Research Report
  • [Presentation] 複数GPUを用いた複雑物体周りの乱流のラージエディ・シミュレーション解析2011

    • Author(s)
      小野寺直幸, 吉田啓之, 高瀬和之, 青木尊之
    • Organizer
      GTC Workshop Japan 2011
    • Place of Presentation
      東京・六本木
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] Numerical Simulation on the Air Flow in an Urban City by Lattice Boltzmann Method using Multi-Node GPU Cluster2011

    • Author(s)
      Xian Wang, Takayuki Aoki, Satori Tsuzuki
    • Organizer
      GTC Workshop Japan 2011
    • Place of Presentation
      東京・六本木
    • Related Report
      2011 Annual Research Report
  • [Presentation] Multi-GPU Computing of Large Scale Phase-Field Simulation for Dendritic Solidification on TSUBAME 2.02011

    • Author(s)
      Takashi Shimokawabe, Takayuki Aoki, Tomohiro Takaki, and Akinori Yamanaka
    • Organizer
      GTC Workshop Japan 2011
    • Place of Presentation
      東京・六本木
    • Related Report
      2011 Annual Research Report
  • [Presentation] Rupture Process And Waveform Modeling of The 2011 Tohoku-Oki, Rupture Process And Waveform Modeling of The 2011 Tohoku-Oki2011

    • Author(s)
      31 Taro Okamoto, Hiroshi Takenaka, Tatsuhiko Hara, Takeshi Nakamura, and Takayuki Aoki
    • Organizer
      2011 Fall Meeting, AGU
    • Place of Presentation
      San Francisco
    • Related Report
      2011 Annual Research Report
  • [Presentation] 地震学における大規模・高性能GPU計算

    • Author(s)
      岡元太郎・竹中博士・青木尊之
    • Organizer
      日本地球惑星科学連合2013年大会
    • Place of Presentation
      千葉県幕張市
    • Related Report
      2013 Annual Research Report
  • [Presentation] 3次元グリーンテンソル波形によるインバージョンで推定した2011年東北地方太平洋沖地震の破壊過程

    • Author(s)
      岡元太郎・竹中博士・原辰彦・中村武史・青木尊之
    • Organizer
      日本地球惑星科学連合2013年大会
    • Place of Presentation
      千葉県幕張市
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPU スパコンにおける大規模粒子法計算の動的負荷分散

    • Author(s)
      都築怜理、青木尊之、下川辺隆史、小野寺直幸
    • Organizer
      第18回計算工学講演会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPU による1 億個の粒子を用いた大規模個別要素法シミュレーション

    • Author(s)
      都築怜理、青木尊之、下川辺隆史、小野寺直幸
    • Organizer
      第18回計算工学講演会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] Efficient CFD/MHD Simulation for Distributed Multi-GPU System using GPU Direct 2.0

    • Author(s)
      黄遠雄、青木尊之、黄漢青
    • Organizer
      日本計算工学会
    • Place of Presentation
      東京大学生産技術研究所
    • Related Report
      2013 Annual Research Report
  • [Presentation] 最新マルチコアにおける圧縮性流体計算~GPUとMICの比較~

    • Author(s)
      藤山崇紘,青木尊之,小野寺直幸,下川辺隆史
    • Organizer
      日本計算工学会
    • Place of Presentation
      東京大学生産技術研究所
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Turbulent Air Flow Simulation in Metropolitan Tokyo for 10km x 10km area with 1m resolution and Several Peta-scale Real-world Simulations on TSUBAME 2.0

    • Author(s)
      Takayuki Aoki
    • Organizer
      Workshop: Big Data and CFD Simulation on TSUBAME 2.0
    • Place of Presentation
      A*STAR Computational Resource Centre (A*CRC), Singapore
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] TSUBAME2.0の全ノードを用いた東京都心部 10km×10km の 1m 解像度による気流シミュレーション

    • Author(s)
      小野寺直幸
    • Organizer
      GTC (GPU Technology Conference) Japan 2013
    • Place of Presentation
      東京・六本木(ミッドタウン)
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Toward Real-time Ray Tracing for CFD Visualization via NVIDIA Iray

    • Author(s)
      Un-Hong Wong, Hon-Cheng Wong, Meng Zhu, Aoki Takayuki
    • Organizer
      GTC (GPU Technology Conference) Japan 2013
    • Place of Presentation
      東京・六本木(ミッドタウン)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Efficient TVD MHD Simulations on a Distributed Multi-GPU System Using GPU Direct 2.0

    • Author(s)
      Un-Hong Wong, Takayuki Aoki1, Hon-Cheng Wong
    • Organizer
      The 11th International School / Symposium for Space Simulations
    • Place of Presentation
      National Central University, Taiwan, R.O.C.
    • Related Report
      2013 Annual Research Report
  • [Presentation] スパコンTSUBAMEによるペタスケール格子系アプリケーション

    • Author(s)
      青木尊之
    • Organizer
      GPUコンピューティングチュートリアル講演会
    • Place of Presentation
      首都大学東京南大沢キャンパス
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] GPU を用いた固体粒子群を含む固気液三相流の大規模シミュレーション

    • Author(s)
      小野寺直幸、青木尊之
    • Organizer
      日本混相流学会・混相流シンポジウム2013
    • Place of Presentation
      信州大学 長野(工学)キャンパス
    • Related Report
      2013 Annual Research Report
  • [Presentation] Large-scale CFD Applications on GPU Supercomputer TSUBAME

    • Author(s)
      Takayuki Aoki
    • Organizer
      第二十回全国計算流体力学学術検討会 (CFD21)
    • Place of Presentation
      中興大学恵孫林場(台中,台湾)
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] GPUを用いた固体粒子群を含む固気液三相流の大規模シミュレーション

    • Author(s)
      小野寺直幸、青木尊之
    • Organizer
      日本混相流学会混相流シンポジウム
    • Place of Presentation
      信州大学(長野)
    • Related Report
      2013 Annual Research Report
  • [Presentation] TSUBAME 2.0の全ノードを用いた格子ボルツマン法による東京都心部10km四方の大規模LES気流シミュレーション

    • Author(s)
      小野寺直幸
    • Organizer
      第5回アクセラレーション技術発表討論会
    • Place of Presentation
      会津大学
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] GPU を用いた格子ボルツマン法による大規模流体・構造連成解析

    • Author(s)
      小野寺直幸、青木尊之、下川辺隆史
    • Organizer
      日本流体力学会年会2013
    • Place of Presentation
      東京農工大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Large-scale Particle Simulations based on Dynamic Load Balance on a GPU-rich Supercomputer

    • Author(s)
      S. Tsuzuki, T. Aoki and T. Shimokawabe
    • Organizer
      Third Conference on Particle-Based Methods PARTICLES 2013
    • Place of Presentation
      Stuttgart, Germany
    • Related Report
      2013 Annual Research Report
  • [Presentation] 近接相互作用に基づく大規模粒子計算(個別要素法)における効率的な動的負荷分散手法の提案とGPU スパコンでの実装

    • Author(s)
      都築怜理, 青木尊之, 下川辺隆史
    • Organizer
      日本応用数理学会2013年度年会
    • Place of Presentation
      福岡
    • Related Report
      2013 Annual Research Report
  • [Presentation] 3次元グリーンテンソル波形による2011年東北地方太平洋沖地震の破壊過程(2)

    • Author(s)
      岡元太郎・竹中博士・原辰彦・中村武史・青木尊之
    • Organizer
      日本地震学会2013年秋季大会
    • Place of Presentation
      神奈川県横浜市
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPU で演算加速された1億個の粒子による大規模粉体シミュレーション

    • Author(s)
      都築怜理、青木尊之
    • Organizer
      粉体工学会2013 年度秋期研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2013 Annual Research Report
  • [Presentation] TSUBAME 2.0の4,032台のGPUを用いた格子ボルツマン法による大規模LES気流シミュレーション

    • Author(s)
      小野寺直幸
    • Organizer
      学術情報メディアセンターセミナー
    • Place of Presentation
      京都
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Space-filling Curve に基づいた AMR (Adaptive Mesh Refinement) 法による圧縮性流体計算のアルゴリズムとGPU実装

    • Author(s)
      青木尊之
    • Organizer
      学術情報メディアセンターセミナー
    • Place of Presentation
      京都
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 多結晶粒成長の大規模マルチフェーズフィールドシミュレーション ~GPU スパコンSUBAME 2.0 への実装~

    • Author(s)
      岡本成史, 山中晃徳, 下川辺隆史, 青木尊之
    • Organizer
      日本機械学会・第26回計算力学講演会
    • Place of Presentation
      佐賀
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPUを用いた格子ボルツマン法による流体構造連成のラージエディ・シミュレーション

    • Author(s)
      小野寺直幸, 青木尊之, 下川辺隆史
    • Organizer
      日本機械学会・第26回計算力学講演会
    • Place of Presentation
      佐賀
    • Related Report
      2013 Annual Research Report
  • [Presentation] Large-scale 3D MHD simulation on GPU-rich supercomputer TSUBAME

    • Author(s)
      黄遠雄, 青木尊之, 黄漢青
    • Organizer
      日本機械学会・第26回計算力学講演会
    • Place of Presentation
      佐賀
    • Related Report
      2013 Annual Research Report
  • [Presentation] 気象計算コードのためのGPUコンピューティング・フレームワーク

    • Author(s)
      下川辺隆史, 青木尊之, 小野寺直幸
    • Organizer
      日本機械学会・第26回計算力学講演会
    • Place of Presentation
      佐賀
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPU スパコンを用いた大規模 DEM シミュレーションによる紛体の撹拌解析

    • Author(s)
      都築怜理, 青木尊之
    • Organizer
      日本機械学会・第26回計算力学講演会
    • Place of Presentation
      佐賀
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPUスパコンTSUBAMEによるペタスケール物理シミュレーション

    • Author(s)
      青木尊之
    • Organizer
      日本計算工学会・S&V (Simulation & Visualization) 研究会
    • Place of Presentation
      東京(中央大学)
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 複数 GPU (Graphics Processing Unit) による大規模格子計算(FDTD)の高速化

    • Author(s)
      青木尊之
    • Organizer
      電子情報通信学会・マイクロウェーブワークショップ
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] A High-productivity Framework for Multi-GPU Computing of Weather Prediction Code

    • Author(s)
      Takashi Shimokawabe
    • Organizer
      The 4th AICS International Symposium
    • Place of Presentation
      理化学研究所AICS(神戸)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Dynamic load balance for a granular simulation using billion particles on GPU supercomputer

    • Author(s)
      Satori Tsuzuki, Takayuki Aoki
    • Organizer
      The 4th AICS International Symposium
    • Place of Presentation
      理化学研究所AICS(神戸)
    • Related Report
      2013 Annual Research Report
  • [Presentation] TSUBAMEのGPUを用いた格子ボルツマン法による流体構造連成のラージエディ・シミュレーション

    • Author(s)
      小野寺直幸
    • Organizer
      日本学術会議 第3回計算力学シンポジウム
    • Place of Presentation
      日本学術会議講堂
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] ものづくり系アプリの将来 -エクサスケール時代のスパコンを見通して-

    • Author(s)
      青木尊之
    • Organizer
      第14回IPAB(並列生物情報処理イニシアティブ)シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Large-scale Particle Simulations using Dynamic Load Balance on TSUBAME 2.0 Supercomputer

    • Author(s)
      S. Tsuzuki and T. Aoki
    • Organizer
      Proceedings of the 5th Asia Pacific Congress on Computational Mechanics and and 4th International Symposium on Computational
    • Place of Presentation
      Singapore
    • Related Report
      2013 Annual Research Report
  • [Presentation] Large-Eddy Simulation of Fluid-Structure Interaction using Lattice Boltzmann Method on Multi-GPU Clusters

    • Author(s)
      Naoyuki Onodera, Takayuki Aoki, Takashi Shimokawabe, Tatsuji Miyashita, and Hiromichi Kobayashi
    • Organizer
      Proceedings of the 5th Asia Pacific Congress on Computational Mechanics and and 4th International Symposium on Computational
    • Place of Presentation
      Singapore
    • Related Report
      2013 Annual Research Report
  • [Presentation] A High-productivity Framework for Weather Prediction Code on Multi-GPU Computing

    • Author(s)
      Takashi Shimokawabe, Takayuki Aoki, and Naoyuki Onodera
    • Organizer
      Proceedings of the 5th Asia Pacific Congress on Computational Mechanics and and 4th International Symposium on Computational
    • Place of Presentation
      Singapore
    • Related Report
      2013 Annual Research Report
  • [Presentation] Scalability model for multi-GPU computation of stencil applications using regular structured meshes with explicit time integration

    • Author(s)
      Takashi Shimokawabe, Takayuki Aoki and Naoyuki Onodera
    • Organizer
      第189回ARC・第132回HPC合同研究発表会(HOKKE-19)
    • Place of Presentation
      北海道大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] TSUBAMEのGPUを用いた格子ボルツマン法による東京都心部の大規模気流シミュレーション

    • Author(s)
      小野寺 直幸、青木尊之、下川辺隆史、宮下達治
    • Organizer
      第27回数値流体力学シンポジウム
    • Place of Presentation
      名古屋大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] Efficient large scaleMHD simulations: 3D OT vortexand Solar Wind - Earthinteraction using distributedmulti-GPU system

    • Author(s)
      黄遠雄、青木尊之、黄漢青(MUST)
    • Organizer
      第27回数値流体力学シンポジウム
    • Place of Presentation
      名古屋大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 複数GPUによる格子に基づいたシミュレーションのためのマルチGPU コンピューティング・フレームワーク

    • Author(s)
      下川辺隆史、青木尊之、小野寺直幸
    • Organizer
      HPCS2014
    • Place of Presentation
      一橋大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] A High-productivity Framework for Multi-GPU computation of Mesh-based applications

    • Author(s)
      Takashi Shimokawabe, Takayuki Aoki and Naoyuki Onodera
    • Organizer
      HiStencil
    • Place of Presentation
      Vienna, Austria
    • Related Report
      2013 Annual Research Report
  • [Presentation] GPUスパコンTSUBAME による大規模 CAE アプリと産業利用

    • Author(s)
      青木尊之
    • Organizer
      第24回関東CAE懇話会
    • Place of Presentation
      早稲田大学(東京)
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Peta-Scale Flow Simulations using GPUs

    • Author(s)
      Takayuki Aoki
    • Organizer
      SIAM Parallel Processing 2014
    • Place of Presentation
      Waseda U.
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Large-scale Global MHD Simulation for Solar Wind Magnetosphere Interaction on TSUBAME 2.5

    • Author(s)
      Un-Hong Wong, Takayuki Aoki, Hon-Cheng Wong
    • Organizer
      GTC 2014(GPU Technology Conference) Japan 2014
    • Place of Presentation
      San Jose, US
    • Related Report
      2013 Annual Research Report
  • [Presentation] ASUCA on GPU: Uncompromising Hybrid Port for Physical Core of Japanese Weather Model

    • Author(s)
      Michel Müller
    • Organizer
      GTC 2014(GPU Technology Conference) Japan 2014
    • Place of Presentation
      San Jose, US
    • Related Report
      2013 Annual Research Report
  • [Presentation] Weather Prediction Code Witten by a High-productivity Framework for Multi-GPU Computing

    • Author(s)
      Takashi Shimokawabe
    • Organizer
      GTC 2014(GPU Technology Conference) Japan 2014
    • Place of Presentation
      San Jose, US
    • Related Report
      2013 Annual Research Report
  • [Presentation] AMR-Based on Space-Filling Curve for Stencil Applications

    • Author(s)
      Takayuki Aoki
    • Organizer
      GTC 2014(GPU Technology Conference) Japan 2014
    • Place of Presentation
      San Jose, US
    • Related Report
      2013 Annual Research Report
  • [Presentation] Large scale GPU computing for CFD applications

    • Author(s)
      Takayuki Aoki
    • Organizer
      23th International Conference on Parallel Computational Fluid Dynamics (ParCFD 2011)
    • Place of Presentation
      Barcelona
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] グリーンスパコン TSUBAME 2.0 における大規模アプリケーション

    • Author(s)
      青木尊之
    • Organizer
      北大・東工大・国立情報学研究所連携「グリーンスパコン・クラウド連携シンポジウム」
    • Place of Presentation
      北海道大学
    • Related Report
      2011 Annual Research Report
    • Invited
  • [Presentation] GPUスパコンTSUBAME2.0における大規模流体計算と実行性能

    • Author(s)
      青木尊之
    • Organizer
      京都大学・学術情報メディアセンターセミナー 「GPUコンピューティングと流体力学」
    • Place of Presentation
      京都大学
    • Related Report
      2011 Annual Research Report
  • [Book] シミュレーション辞典2012

    • Author(s)
      青木尊之, 他
    • Total Pages
      415
    • Publisher
      コロナ社
    • Related Report
      2013 Final Research Report
  • [Book] GPU Solutions to Multi-scale Problems in Science and Engineering2012

    • Author(s)
      Takayuki Aoki, 他
    • Total Pages
      720
    • Publisher
      Springer Berlin Heidelberg 社
    • Related Report
      2013 Final Research Report
  • [Book] シミュレーション辞典2012

    • Author(s)
      青木尊之
    • Total Pages
      415
    • Publisher
      コロナ社
    • Related Report
      2011 Annual Research Report
  • [Book] GPU Solutions to Multi-scale Problems in Science and Engineering2012

    • Author(s)
      Taro Okamoto, Hiroshi Takenaka, Takeshi Nakamura, and Takayuki Aoki
    • Total Pages
      702
    • Publisher
      Springer Berlin Heidelberg
    • Related Report
      2011 Annual Research Report
  • [Book] GPU Solutions to Multi-scale Problems in Science and Engineering2012

    • Author(s)
      Takayuki Aoki and Takashi Shimokawabe
    • Total Pages
      702
    • Publisher
      Springer Berlin Heidelberg
    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.sim.gsic.titech.ac.jp/

    • Related Report
      2013 Final Research Report

URL: 

Published: 2011-04-06   Modified: 2019-07-29  

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