• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Developments of the Fundamental Technology for Numerical Analysis of Particle Methods

Research Project

Project/Area Number 15K05002
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Foundations of mathematics/Applied mathematics
Research InstitutionKyushu University

Principal Investigator

TAGAMI Daisuke  九州大学, マス・フォア・インダストリ研究所, 准教授 (40315122)

Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords粒子法 / 特性曲線法 / 流れ問題 / 誤差評価 / 一般化粒子法 / 移流拡散方程式 / 安定性 / 正則条件 / 補間作用素 / 近似微分作用素 / Poisson方程式 / 熱方程式 / 打ち切り誤差評価
Outline of Final Research Achievements

Mathematical analysis of a characteristic generalized particle method for flow problems is considered. The particle methods approximate material derivative with the Lagrange coordinate, and move the particles by following flow fields. However, in general, the particle motion cause particle distributions unevenness and numerical schemes instability.
In this research, to overcome this difficulty, a semi-implicit characteristic method has been introduced into an approximation of the material derivative. By introducing the characteristic method, we can distribute particles at every time steps satisfying the regularity condition without following the motion of particles.
Moreover, when we are required to refer physical values at the previous time step, we just evaluate interpolants of physical values at the previous time step. Then, energy inequalities and error estimates of the semi-implicit characteristic genelarized particle method for convection-diffusion problems are established.

Academic Significance and Societal Importance of the Research Achievements

粒子法はその特徴から, 対象となる流体領域が時間経過に伴い変化する移動境界問題の取扱いが容易なため, 近年, 産業における製品設計や, 防災シミュレーションなどの場面で盛んに用いられている数値計算手法の一つである. しかしながら, 有限差分法や有限要素法などの数値計算手法と比較すると, その数学的観点からの基盤理論の整備がなされているとは言い難い. そこで本研究課題の成果により, 粒子法を用いた数値計算結果に対する信頼性や計算手法の効率性を高めることができれば, 粒子法を適用する例えば津波遡上数値計算を基にしたより良い避難経路策定に繋がる可能性がある, などの社会的意義が将来的に期待できる.

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (24 results)

All 2018 2017 2016 2015

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 2 results) Presentation (22 results) (of which Int'l Joint Research: 16 results,  Invited: 3 results)

  • [Journal Article] Truncation error estimates of approximate differential operators of a particle method based on the Voronoi decomposition2017

    • Author(s)
      Imoto, Y. and Tagami, D.
    • Journal Title

      JSIAM Letters

      Volume: 9 Issue: 0 Pages: 69-72

    • DOI

      10.14495/jsiaml.9.69

    • NAID

      130006173707

    • ISSN
      1883-0609, 1883-0617
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A truncation error estimate of the interpolant of a particle method based on the Voronoi decomposition2016

    • Author(s)
      Imoto, Y. and Tagami, D.
    • Journal Title

      JSIAM Letters

      Volume: 8

    • NAID

      130005152622

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Numerical analysis of a generalized particle method for the convection-diffusion equation2018

    • Author(s)
      TAGAMI, Daisuke
    • Organizer
      The International Congress of Mathematicians 2018 (ICM 2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Some remarks on a time-explicit particle methods for flow problems2018

    • Author(s)
      Tagami D.
    • Organizer
      ANZIAM Conference 2018
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 流れ問題に対する計算手法の数値解析 ---有限要素法と粒子法---2018

    • Author(s)
      田上大助
    • Organizer
      RIMS共同研究 (グループ型) ``数理農学の基盤づくりに向けて''
    • Related Report
      2017 Research-status Report
  • [Presentation] 非圧縮粘性流れ問題に対するある一般化粒子法の数値的収束性2017

    • Author(s)
      井元佑介 田上大助
    • Organizer
      第31回数値流体力学シンポジウム
    • Related Report
      2017 Research-status Report
  • [Presentation] Numerical analysis of a generalized particle-based method for convection-diffusion equations and its application2017

    • Author(s)
      Tagami D.
    • Organizer
      ENUMATH 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 粒子法の高精度化と大規模流体シミュレータへの応用粒子法の高精度化と大規模流体シミュレータへの応用2017

    • Author(s)
      井元佑介 田上大助 浅井光輝 渡部善隆 小野健二 三目直登 西浦泰介 野中丈士
    • Organizer
      学際大規模情報基盤共同利用・共同研究拠点 第9回シンポジウム
    • Related Report
      2017 Research-status Report
  • [Presentation] Mathematical analysis of characteristic generalized particle methods for convection-diffusion equations2017

    • Author(s)
      Tagami D.
    • Organizer
      The 12th International SPHERIC Workshop
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] A reduced iterative domain decomposition method for magnetic field problems with the gauge condition2017

    • Author(s)
      Tagami D.
    • Organizer
      KAUST Workshop on Computational Science and Engineering with High Performance Computers
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Error Estimates of a Characteristic Particle Method for Convection-Diffusion Equations2017

    • Author(s)
      TAGAMI, Daisuke
    • Organizer
      A3 Workshop on Computational Fluid Dynamics and Numerical Analysis
    • Place of Presentation
      Busan, Korea
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 数値流体力学における数値解析学の基盤技術2016

    • Author(s)
      田上大助
    • Organizer
      化学工学会 第81年会
    • Place of Presentation
      関西大学 千里山キャンパス
    • Year and Date
      2016-03-15
    • Related Report
      2015 Research-status Report
  • [Presentation] 数値解析学から見た計算手法の高精度化・高効率化の取り組み, および物質・材料との連携展開2016

    • Author(s)
      田上大助
    • Organizer
      MI^2 (情報統合型質・材料開発) と数学連携による新展開ワークショップ
    • Place of Presentation
      JST東京本部 (サイエンスプラザ)
    • Year and Date
      2016-02-26
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] An Application of Characteristic Methods into a Generalized Particle Method for Convection-Diffusion Equations2016

    • Author(s)
      TAGAMI, Daisuke
    • Organizer
      CoMFoS16
    • Place of Presentation
      Fukuoka
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Numerical Analysis of a Characteristic Particle Method for Convection-Diffusion Equations2016

    • Author(s)
      TAGAMI, Daisuke
    • Organizer
      The 2016 Geometric Numerical Integration and its Applications
    • Place of Presentation
      Melbourne, Australia
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Error Estimates of a Generalized Particle Method for Convection-Diffusion Equations2016

    • Author(s)
      TAGAMI, Daisuke
    • Organizer
      Czech--Japanese--Polish Seminar in Applied Mathematics 2016
    • Place of Presentation
      Krakow, Poland
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Generalized Particle Method for Convection-Diffusion Equations2016

    • Author(s)
      TAGAMI, Daisuke
    • Organizer
      EASIAM2016
    • Place of Presentation
      Macau, China
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mathematical Analysis of Generalized Particle Methods for {P}oisson Equations and Heat Equations2016

    • Author(s)
      TAGAMI, Daisuke and IMOTO, Yusuke
    • Organizer
      SPHERIC16
    • Place of Presentation
      Munchen, Germany
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Some Investigations of a Generalized Particle Method for Convection-Diffusion Equations2016

    • Author(s)
      TAGAMI, Daisuke and IMOTO, Yusuke
    • Organizer
      ECCOMAS2016
    • Place of Presentation
      Hersonissos, Greek
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 粒子法を用いた放物型偏微分方程式の数値解析2016

    • Author(s)
      田上大助
    • Organizer
      研究集会 ``常微分方程式の数値解法とその周辺2016''
    • Place of Presentation
      大阪
    • Related Report
      2016 Research-status Report
  • [Presentation] Error estimates of a particle-based method for partial differential equations2015

    • Author(s)
      Imoto, Y. and Tagami, D.
    • Organizer
      The Fourth International Conference on Particle-Based Methods. Fundamentals and Applications (PARTICLES 2015)
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2015-09-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Error estimates of a particle based method based on a weak formulation2015

    • Author(s)
      Tagami, D.
    • Organizer
      The Fourth International Conference on Particle-Based Methods. Fundamentals and Applications (PARTICLES 2015)
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2015-09-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Error estimates of a generalized particle-based method for elliptic boundary value problems2015

    • Author(s)
      Tagami, D.
    • Organizer
      European Conference on Numerical Mathematics and Advanced Applications (ENUMATH 2015)
    • Place of Presentation
      Ankara, Turkey
    • Year and Date
      2015-09-15
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Regularity and connectivity conditions of a generalized particle-based method for partial differential equations2015

    • Author(s)
      Tagami, D.
    • Organizer
      13th US National Congress on Computational Mechanics (USNCCN13)
    • Place of Presentation
      Sandiego, USA
    • Year and Date
      2015-07-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

URL: 

Published: 2015-04-16   Modified: 2020-03-30  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi