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Numerical simulation of probability distribution in phase space

Research Project

Project/Area Number 23740357
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Meteorology/Physical oceanography/Hydrology
Research InstitutionThe Institute of Physical and Chemical Research (2012-2014)
Kobe University (2011)

Principal Investigator

NISHIZAWA Seiya  独立行政法人理化学研究所, 計算科学研究機構, 研究員 (40447892)

Project Period (FY) 2011-04-28 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2014: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywords存在確率分布 / 数値計算 / 確率微分方程式
Outline of Final Research Achievements

Probabilistic methods are necessary for long term predictions in nonlinear system due to their chaotic behavior. Direct numerical integration of the probability distribution in the phase space requires so huge amount of calculation in the case of systems with high degree of freedom, that Monte Carlo simulations are often used in such cases. In this study, possibility of the numerical integration of the probability distribution is investigated. Several approximations are employed to reduce the amount of the calculation, so the results have less accuracy than those of the Monte Carlo calculations.

Report

(5 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (8 results)

All 2015 2014 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Open Access: 1 results) Presentation (4 results)

  • [Journal Article] A linear thermal stability analysis of discretized fluid equations2015

    • Author(s)
      Miyamoto, Y., J. Ito, S. Nishizawa, and H. Tomita
    • Journal Title

      Theoretical and Computational Fluid Dynamics

      Volume: 29 Issue: 3 Pages: 155-169

    • DOI

      10.1007/s00162-015-0345-x

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Horizontal distance of each cumulus and cloud broadening distance determine cloud cover2015

    • Author(s)
      Sato, Y., Y. Miyamoto, S. Nishizawa, H. Yashiro, Y. Kajikawa, R. Yoshida, T. Yamaura, and H. Tomita
    • Journal Title

      SOLA

      Volume: 未定

    • NAID

      130005078530

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Potential of Retrieving Shallow-Cloud Life Cycle from Future Generation Satellite Observations through Cloud Evolution Diagrams: A Suggestion from a Large Eddy Simulation2014

    • Author(s)
      Sato.Y, S.Nishizawa 他
    • Journal Title

      SOLA

      Volume: 10 Issue: 0 Pages: 10-14

    • DOI

      10.2151/sola.2014-003

    • NAID

      130004940840

    • ISSN
      1349-6476
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 完全圧縮 LES モデルの開発と層積雲の成長過程に関する 計算~雲・エアロゾル科学への計算科学からの貢献2014

    • Author(s)
      佐藤陽祐, 西澤誠也 他
    • Journal Title

      低温科学

      Volume: 72 Pages: 265-284

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] SCALE introduction2014

    • Author(s)
      Nishizawa, S
    • Organizer
      Joint workshop of 6th International Workshop on Global Cloud Resolving Modeling and 3rd International Workshop on Nonhydrostatic Numerical Models
    • Place of Presentation
      理化学研究所計算科学研究機構(兵庫・神戸)
    • Year and Date
      2014-09-24 – 2014-09-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] High-resolution large-eddy simulation on the Martian planetary boundary layer2014

    • Author(s)
      Nishizawa, S, H. Yashiro, M. Odaka, Y. Takahashi, Y.-Y. Hayashi, H. Tomita, S. Takehiro, M. Ishiwatari, K. nakajima, Y. Sato, and K. Sugiyama
    • Organizer
      AOGS 11th Annual Meeting
    • Place of Presentation
      ロイトン札幌(北海道・札幌)
    • Year and Date
      2014-07-28 – 2014-08-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] 高解像度重力流実験でみられる不安定のフラクタル構造とそれによる混合

    • Author(s)
      西澤誠也 他
    • Organizer
      日本気象学会2013年度春季大会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 火星境界層の高解像度 LES 実験

    • Author(s)
      西澤誠也, 八代尚, 小高正嗣 他
    • Organizer
      第46回 月・惑星シンポジウム
    • Place of Presentation
      神奈川
    • Related Report
      2013 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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