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Numerical simulations of turbulent collisions of spherical and non-spherical large particles

Research Project

Project/Area Number 16H04271
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Fluid engineering
Research InstitutionJapan Agency for Marine-Earth Science and Technology

Principal Investigator

ONISHI Ryo  国立研究開発法人海洋研究開発機構, 付加価値情報創生部門(地球情報基盤センター), グループリーダー (30414361)

Co-Investigator(Kenkyū-buntansha) Kolomensk Dmitry  国立研究開発法人海洋研究開発機構, 付加価値情報創生部門(地球情報基盤センター), 特任研究員 (00813924)
竹内 伸太郎  大阪大学, 工学研究科, 准教授 (50372628)
松田 景吾  国立研究開発法人海洋研究開発機構, 地球情報基盤センター, 研究員 (50633880)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥16,250,000 (Direct Cost: ¥12,500,000、Indirect Cost: ¥3,750,000)
Fiscal Year 2019: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2017: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2016: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Keywords混相流 / 粒子解像計算 / 粒子衝突 / 乱流 / 流体工学 / 混相乱流 / 数値流体力学
Outline of Final Research Achievements

In order for contributing to improve the prediction of frequent localized heavy rainfall, we aim to construct a rapid growth model of rainfall and snow particles (spherical and non-spherical large particles) considering the effects of turbulence in clouds. Focusing on the collision growth process, we have established a large-scale parallel numerical simulation method that calculates collision statistics while resolving particles moving in turbulence and the flow around them. We have obtained detailed collision statistics under various conditions, on which the turbulent collision model of spherical and non-spherical large particles will be based. Furthermore, we have developed a reliable lubrication model that can estimate the lubrication layer force with finite grids. This model can contribute to develop a reliable collision model for rainfall and snow particles that can consider the effects of turbulence.

Academic Significance and Societal Importance of the Research Achievements

乱流の影響を考慮できる降雨・降雪粒子の衝突因子モデルの開発に資する知見を得たことにより、頻発する局所集中豪雨の予測を高精度化に貢献した。また、本研究は混相乱流現象という工学が得意とする分野と、雲という気象分野とが密接に関係する分野横断的研究である点も大きな特色と言え、豪雨予測精度向上という安心・安全な社会の構築への貢献を見据えた基礎研究である。さらに付け加えれば、気象分野だけでなく、宇宙物理分野では微惑星形成過程(ダスト併合過程)の解明、また、噴霧燃焼や微粉炭燃焼の最適設計などの別分野への応用も期待される。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (60 results)

All 2020 2019 2018 2017 2016 Other

All Int'l Joint Research (5 results) Journal Article (19 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 14 results,  Open Access: 1 results) Presentation (33 results) (of which Int'l Joint Research: 23 results,  Invited: 11 results) Remarks (2 results) Funded Workshop (1 results)

  • [Int'l Joint Research] University of Delaware(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Inst. of Meteor. and Water Management(ポーランド)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] KTH(Sweden)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University of Delaware(米国)

    • Related Report
      2016 Annual Research Report
  • [Int'l Joint Research] Inst. of Meteor. and Water Management(Poland)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Fluid permeation through a membrane with infinitesimal permeability under Reynolds lubrication2020

    • Author(s)
      Asahi Tazaki, Shintaro Takeuchi, Suguru Miyauchi, Lucy T. Zhang, Ryo Onishi, Takeo Kajishima
    • Journal Title

      Journal of Mechanics

      Volume: 未定

    • NAID

      120006883654

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 大気および雲乱流に対する大規模数値計算とその可視化 ―ヒト目線の可視化とその応用―?2019

    • Author(s)
      大西領、松田景吾、高橋桂子
    • Journal Title

      可視化情報学会誌

      Volume: 39 Pages: 21-25

    • NAID

      130007920943

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Extended Reynolds lubrication model for incompressible Newtonian fluid2019

    • Author(s)
      Takeuchi Shintaro、Gu Jingchen
    • Journal Title

      Physical Review Fluids

      Volume: 4 Issue: 11 Pages: 114101-114101

    • DOI

      10.1103/physrevfluids.4.114101

    • NAID

      120006883655

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A relation between membrane permeability and flow rate at low Reynolds number in circular pipe2019

    • Author(s)
      Takeuchi Shintaro、Tazaki Asahi、Miyauchi Suguru、Kajishima Takeo
    • Journal Title

      Journal of Membrane Science

      Volume: 582 Pages: 91-102

    • DOI

      10.1016/j.memsci.2019.03.018

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Flow reversals in particle-dispersed natural convection in a two-dimensional enclosed square domain2019

    • Author(s)
      Takeuchi Shintaro、Miyamori Yuri、Gu Jingchen、Kajishima Takeo
    • Journal Title

      Physical Review Fluids

      Volume: 4 Issue: 8 Pages: 084304-084304

    • DOI

      10.1103/physrevfluids.4.084304

    • NAID

      120006775312

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of fluid forces on a spherical particle for two-way coupling simulation based on the volume averaging2019

    • Author(s)
      Fukada Toshiaki、Takeuchi Shintaro、Kajishima Takeo
    • Journal Title

      International Journal of Multiphase Flow

      Volume: 113 Pages: 165-178

    • DOI

      10.1016/j.ijmultiphaseflow.2019.01.009

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Vortical flow patterns by the cooperative effect of convective and conductive heat transfers in particle-dispersed natural convection2019

    • Author(s)
      Gu Jingchen、Takeuchi Shintaro、Fukada Toshiaki、Kajishima Takeo
    • Journal Title

      International Journal of Heat and Mass Transfer

      Volume: 130 Pages: 946-959

    • DOI

      10.1016/j.ijheatmasstransfer.2018.10.138

    • NAID

      120006995018

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 有限サイズの粒子を含む混相流中の渦構造と熱輸送の特徴2019

    • Author(s)
      谷 京晨, 竹内 伸太郎,梶島 岳夫
    • Journal Title

      伝熱

      Volume: 58 Pages: 16-21

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Direct numerical simulation of turbulent flow above zigzag riblets2018

    • Author(s)
      Okabayashi Kie、Hirai Kenshi、Takeuchi Shintaro、Kajishima Takeo
    • Journal Title

      AIP Advances

      Volume: 8 Issue: 10 Pages: 105227-105227

    • DOI

      10.1063/1.5049714

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interaction problem between fluid and membrane by a consistent direct discretisation approach2018

    • Author(s)
      Takeuchi Shintaro、Fukuoka Hiroki、Gu Jingchen、Kajishima Takeo
    • Journal Title

      Journal of Computational Physics

      Volume: 371 Pages: 1018-1042

    • DOI

      10.1016/j.jcp.2018.05.033

    • NAID

      120006891410

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 粒子分散混相流の自然対流に特有の反転現象の解析2018

    • Author(s)
      宮森由布里, 竹内伸太郎, 谷京晨, 梶島岳夫
    • Journal Title

      ながれ

      Volume: 37 Pages: 119-122

    • Related Report
      2018 Annual Research Report
  • [Journal Article] 直接数値計算による雲乱流研究 ~直接ラグランジアン雲モデル研究の進展と展望~2018

    • Author(s)
      大西 領
    • Journal Title

      ながれ

      Volume: 37 Pages: 460-466

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Influence of Rayleigh number and solid volume fraction in particle-dispersed natural convection2018

    • Author(s)
      Gu Jingchen、Takeuchi Shintaro、Kajishima Takeo
    • Journal Title

      International Journal of Heat and Mass Transfer

      Volume: 120 Pages: 250-258

    • DOI

      10.1016/j.ijheatmasstransfer.2017.12.020

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An immersed lubrication model for the fluid flow in a narrow gap region2018

    • Author(s)
      Gu Jingchen、Sakaue Motoki、Takeuchi Shintaro、Kajishima Takeo
    • Journal Title

      Powder Technology

      Volume: 329 Pages: 445-454

    • DOI

      10.1016/j.powtec.2018.01.040

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A numerical approach for particle-vortex interactions based on volume-averaged equations2018

    • Author(s)
      Fukada Toshiaki、Fornari Walter、Brandt Luca、Takeuchi Shintaro、Kajishima Takeo
    • Journal Title

      International Journal of Multiphase Flow

      Volume: 104 Pages: 188-205

    • DOI

      10.1016/j.ijmultiphaseflow.2018.02.019

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A numerical method for interaction problems between fluid and membranes with arbitrary permeability for fluid2017

    • Author(s)
      Miyauchi Suguru、Takeuchi Shintaro、Kajishima Takeo
    • Journal Title

      Journal of Computational Physics

      Volume: 345 Pages: 33-57

    • DOI

      10.1016/j.jcp.2017.05.006

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 剪断流中のキャノピー層境界における運動量輸送の解析2017

    • Author(s)
      花輪理徳, 竹内伸太郎, 梶島岳夫
    • Journal Title

      ながれ

      Volume: 36-2 Pages: 75-78

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Interaction force and residual stress models for volume-averaged momentum equation for flow laden with particles of comparable diameter to computational grid width2016

    • Author(s)
      Toshiaki Fukada, Shintaro Takeuchi and Takeo Kajishima
    • Journal Title

      International Journal of Multiphase Flow

      Volume: 85 Pages: 298-313

    • DOI

      10.1016/j.ijmultiphaseflow.2016.06.018

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Heat transfer in natural convection with finite-sized particles considering thermal conductance due to inter-particle contacts2016

    • Author(s)
      Shintaro Takeuchi, Takaaki Tsutsumi, Katsuya Kondo, Takeo Kajishima
    • Journal Title

      Computational Thermal Sciences

      Volume: 8 Issue: 5-6 Pages: 385-404

    • DOI

      10.1615/computthermalscien.2016014791

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Presentation] Direct Lagrangian size-resolving simulation of droplet growth in cloud turbulence2020

    • Author(s)
      R. Onishi and S. Takeuchi
    • Organizer
      3rd International Workshop on Cloud Turbulence
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamics and Growth of Droplets in Cloud Turbulence2019

    • Author(s)
      ONISHI Ryo, MATSUDA Keigo and TAKEUCHI Shin-taro
    • Organizer
      International Workshop on Multiphase Turbulence and Statistical modeling
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 雲粒の乱流クラスタリンクグによる雲レーダー反射強度増強効果のモデル化:粒径分布および重力沈降の影響2019

    • Author(s)
      松田景吾, 大西 領
    • Organizer
      日本流体力学会年会2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] A non-Reynolds lubrication model and application to droplet levitation?2019

    • Author(s)
      Shintaro Takeuchi, Jingchen Gu, Amaury Barral, Yoshiyuki Tagawa
    • Organizer
      アメリカ物理学会 流体力学部門
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cell structures in natural convection containing neutrally-buoyant conductive particles?2019

    • Author(s)
      Shintaro Takeuchi, Jingchen Gu, Takeo Kajishima
    • Organizer
      10th International Conference on Multiphase Flow (ICMF 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Immersed Boundary Methods for Particle-Laden Flows and Fluid-Structure Interactions with Heat and Mass Transfer2018

    • Author(s)
      Takeo Kajishima and Shintaro Takeuchi
    • Organizer
      ACHEMA2018 (http://www.achema.de/en/home.html)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Vortical structures in natural convection of particle-dispersed two-phase flow2018

    • Author(s)
      Shintaro Takeuchi, Jingchen Gu and Takeo Kajishima
    • Organizer
      The 2nd International Conference on Mechanics (ICM 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Effect of flow disturbance around a particle for fluid force estimation in two-way coupling simulation2018

    • Author(s)
      Toshiaki Fukada, Shintaro Takeuchi and Takeo Kajishima
    • Organizer
      71st Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An extended lubrication model for fluid flow in narrow gaps2018

    • Author(s)
      Jingchen Gu, Shintaro Takeuchi and Takeo Kajishima
    • Organizer
      71st Annual Meeting of the APS Division of Fluid Dynamics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Consistent coupling of incompressible velocity and pressure fields with permeation flux across membrane2018

    • Author(s)
      Asahi Tazaki, Shintaro Takeuchi and Takeo Kajishima
    • Organizer
      The 2nd International Conference on Mechanics (ICM 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Coupled Effects of Convection and Conduction on Heat Transfer in Solid-Liquid Two-Phase Media Densely Laden with Finite-Sized Particles2018

    • Author(s)
      Jingchen Gu, Shintaro Takeuchi and Takeo Kajishima
    • Organizer
      16th International Heat Transfer Conference (IHTC16)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Direct Lagrangian tracking simulations of droplet growth in clouds2018

    • Author(s)
      Ryo Onishi
    • Organizer
      International Workshop on Cloud Dynamics, Micro physics, and Small-Scale Simulation
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 定常等方性乱流場における球形大粒子間の衝突機構に対す大規模数値解析2018

    • Author(s)
      大西領 、竹内伸太郎、深田利昭、松田景吾、梶島岳夫
    • Organizer
      2018年度 粉体工学会(春季)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Size-Resolving Simulation for Colliding Inertial Particles in Homogeneous Isotropic Turbulence2018

    • Author(s)
      R. Onishi, S. Takeuchi, T. Fukada, K. Matsuda and T. Kajishima
    • Organizer
      Turbulence, Heat and Mass Transfer
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 粒子径解像・直接ラグランジアン雲粒子計算法2018

    • Author(s)
      大西領、竹内伸太郎
    • Organizer
      2018年気象学会(秋季)
    • Related Report
      2018 Annual Research Report
  • [Presentation] Mechanisms of oscillation and reversal in particle-dispersed Rayleigh-Benard cells of laminar regime,2018

    • Author(s)
      Shintaro Takeuchi
    • Organizer
      the US-Japan Workshop on Bridging Fluid Mechanics and Data Science
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 粒子分散混相流における熱対流の安定性について2018

    • Author(s)
      竹内伸太郎
    • Organizer
      第2回海洋地球科学計算ワークショップ:大規模混相流シミュレーション
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Interface-Resolving Simulation of Collision Efficiency of Cloud Droplets2017

    • Author(s)
      Lian-Ping Wang, Cheng Peng, Nick Geneva, Bogdan Rosa, and Ryo Onishi
    • Organizer
      2nd International Workshop on Cloud Turbulence
    • Place of Presentation
      名古屋工業大学(愛知県名古屋市)
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Direct Lagrangian tracking simulations of particles in vertically-developing atmospheric clouds2017

    • Author(s)
      Ryo Onishi, Yuichi Kunishima
    • Organizer
      APS-DFD
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 海洋地球科学に見られる乱流熱輸送現象に対する大規模数値解析2017

    • Author(s)
      大西領、松田景吾、高橋桂子
    • Organizer
      化学工学会第49回秋季大会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] 近接する異径粒子間に働く流体力学力に対する数値解析2017

    • Author(s)
      大西領 、竹内伸太郎 、松田景吾 、梶島岳夫
    • Organizer
      第31回 数値流体力学シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Effect of Temperature Gradient within the Solid Particles on the Heat Transfer in Dense Particle-dispersed Flows2017

    • Author(s)
      Shintaro Takeuchi
    • Organizer
      3rd International Conference on Numerical Methods in Multiphase Flows (ICNMMF-III)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Effect of conductive and convective heat fluxes in dense solid-dispersed two-phase flows2017

    • Author(s)
      Jingchen Gu, Shintaro Takeuchi and Takeo Kajishima
    • Organizer
      The 3rd International Conference on Numerical Methods in Multiphase Flows (ICNMMF-III)
    • Related Report
      2017 Annual Research Report
  • [Presentation] Direct numerical simulation on modification of streamwise vortices in turbulent flow above zigzag riblets2017

    • Author(s)
      Kie Okabayashi, Kenshi Hirai, Shintaro Takeuchi and Takeo Kajishima
    • Organizer
      Ninth JSME-KSME Thermal and Fluids Engineering Conference (TFEC9)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical Simulation of Axisymmetric Laminar Flow in Rotor-Stator Cavity2017

    • Author(s)
      Yuki Kodera, Takeo Kajishima, Shintaro Takeuchi and Kie Okabayashi
    • Organizer
      Ninth JSME-KSME Thermal and Fluids Engineering Conference (TFEC9)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Interface-Resolving Simulation of Collision Efficiency of Cloud Droplets2017

    • Author(s)
      L.-P. Wang, C. Peng, B. Rosa, R. Onishi
    • Organizer
      APS-DFD
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 慣性粒子の乱流衝突に対する粒子解像計算2016

    • Author(s)
      大西 領 、深田 利昭 、竹内 伸太郎 、松田 景吾 、梶島 岳夫
    • Organizer
      第30回 数値流体力学シンポジウム
    • Place of Presentation
      タワーホテル船堀(東京都江戸川区)
    • Year and Date
      2016-12-12
    • Related Report
      2016 Annual Research Report
  • [Presentation] Bulk, Bin and Lagrangian cloud microphysics simulations2016

    • Author(s)
      Ryo Onishi
    • Organizer
      International workshop on cloud microphysics and turbulence
    • Place of Presentation
      兵庫県立大学(兵庫県神戸市)
    • Year and Date
      2016-11-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Numerical simulation of heat transfer in solid-dispersed two-phase media2016

    • Author(s)
      Shintaro Takeuchi
    • Organizer
      2nd International Workshop on Numerical Simulations of Particle/Droplet/Bubble-laden Flow
    • Place of Presentation
      海洋研究開発機構横浜研究所(神奈川県横浜市)
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Size-resolving simulation for colliding inertial droplets2016

    • Author(s)
      Ryo ONISHI, Toshiaki FUKADA, Shintaro TAKEUCHI, Keigo MATSUDA, Takeo KAJISHIMA
    • Organizer
      2nd International Workshop on Numerical Simulations of Particle/Droplet/Bubble-laden Flow
    • Place of Presentation
      海洋研究開発機構横浜研究所(神奈川県横浜市)
    • Year and Date
      2016-10-13
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Direct Numerical Simulation Model Intercomparison for turbulent collision statistics of inertial particles2016

    • Author(s)
      Bogdan Rosa, Ryo Onishi, Lian-Ping Wang
    • Organizer
      International Conference on Multiphase Flow
    • Place of Presentation
      Palazzo del Congressi (Firenze, Italy)
    • Year and Date
      2016-05-25
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Volume-averaged equations for direct numerical simulation of particle-dispersed flow under a grid resolution comparable to particle diameter and Kolmogorov length scale2016

    • Author(s)
      Toshiaki Fukada, Shintaro Takeuchi and Takeo Kajishima
    • Organizer
      International Conference on Multiphase Flow
    • Place of Presentation
      Palazzo del Congressi (Firenze, Italy)
    • Year and Date
      2016-05-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mass transfer of solute and solvent across a deforming permeable membrane2016

    • Author(s)
      Shintaro Takeuchi, Suguru Miyauchi and Takeo Kajishima
    • Organizer
      International Conference on Multiphase Flow
    • Place of Presentation
      Palazzo del Congressi (Firenze, Italy)
    • Year and Date
      2016-05-22
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Remarks] 2nd International Workshop

    • URL

      http://www.jamstec.go.jp/ceist/e/research/seminar/2016/ws/index.html

    • Related Report
      2016 Annual Research Report
  • [Remarks] Visualisation in multiphase turbulent flow

    • URL

      http://vis.cmc.osaka-u.ac.jp/cat_gallery/hpc_sympo2016/

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] 2nd International Workshop on Numerical Simulations of Particle/Droplet/Bubble-laden Multiphase Flows2016

    • Place of Presentation
      Yokohama, Japan
    • Related Report
      2016 Annual Research Report

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Published: 2016-04-21   Modified: 2022-08-19  

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