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Fast Numerical Simulation and Distributed Visualization of Gas-Liquid-Solid Multiphase Thermal Flow on GPU-CPU Cooperating Cluster

Research Project

Project/Area Number 15K00167
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field High performance computing
Research InstitutionUniversity of Yamanashi

Principal Investigator

ANDO Hidetoshi  山梨大学, 大学院総合研究部, 准教授 (50221742)

Co-Investigator(Kenkyū-buntansha) 鳥山 孝司  山梨大学, 大学院総合研究部, 准教授 (50313789)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords高性能計算 / 可視化 / 多相流体シミュレーション / GPU / 多相流体 / 数値計算
Outline of Final Research Achievements

We have developed a method where GPU and CPU effectively cooperate to achieve large-scale computation under small size GPU cluster, by using CPU side of memory from GPU. Proposed method realized fluid simulation using higher resolution grid while minimizing data communication delay between GPU and CPU. Experiments showed our implementation of multiphase thermal flow computation could handle various thermal flow simulations under many different kinds of situation. We have introduced the photon mapping method for advanced distributed visualization, and also for highly accurate thermal radiation computation.

Report

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

    (7 results)

All 2017 2016 2015 Other

All Presentation (6 results) (of which Int'l Joint Research: 1 results) Remarks (1 results)

  • [Presentation] 格子法ベースの固気液多相流体シミュレーションにおけるGPUに適した衝突判定手法2017

    • Author(s)
      杉崎俊介,安藤英俊,鳥山孝司
    • Organizer
      第22回計算工学講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Improvements of classification accuracy of film defects by using GPU-accelerated image processing and machine learning frameworks2016

    • Author(s)
      安藤 英俊
    • Organizer
      NICOGRAPH International 2016
    • Place of Presentation
      Hangzhou Dianzi University(中国杭州市)
    • Year and Date
      2016-07-06
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 固体の相互干渉を組み入れたGPU上の格子ベース多相流体シミュレーション2016

    • Author(s)
      丸山 雅広
    • Organizer
      第21回計算工学講演会(日本計算工学会)
    • Place of Presentation
      朱鷺メッセ:新潟コンベンションセンター(新潟市)
    • Year and Date
      2016-05-31
    • Related Report
      2016 Research-status Report
  • [Presentation] CPU側メモリを活用した固気液多相流体解析の大規模化2015

    • Author(s)
      丸山 雅広
    • Organizer
      第29回数値流体力学シンポジウム2015(数値流体力学会)
    • Place of Presentation
      九州大学筑紫キャンパス(春日市)
    • Year and Date
      2015-12-15
    • Related Report
      2015 Research-status Report
  • [Presentation] 口腔扁平上皮癌病理組織標本のデジタル画像による機械学習に基づくがん浸潤様式(YK分類)の自動判別法2015

    • Author(s)
      井上 瑛広
    • Organizer
      第34回日本医用画像工学会大会(日本医用画像工学会)
    • Place of Presentation
      金沢歌劇座(金沢市)
    • Year and Date
      2015-07-30
    • Related Report
      2015 Research-status Report
  • [Presentation] 小規模GPUクラスタ内での大規模計算化に向けたMGCG法の開発と評価2015

    • Author(s)
      丸山 雅広
    • Organizer
      第20回計算工学講演会(日本計算工学会)
    • Place of Presentation
      つくば国際会議場(つくば市)
    • Year and Date
      2015-06-08
    • Related Report
      2015 Research-status Report
  • [Remarks] 山梨大学工学部コンピュータ理工学科安藤研究室

    • URL

      http://live.yamanashi.ac.jp/

    • Related Report
      2016 Research-status Report 2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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