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Research into new and advanced numerical verification methods for solutions of partial differential equations

Research Project

Project/Area Number 21K03378
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 12040:Applied mathematics and statistics-related
Research InstitutionWaseda University

Principal Investigator

NAKAO MITSUHIRO  早稲田大学, 理工学術院, その他(招聘研究員) (10136418)

Project Period (FY) 2021-04-01 – 2025-03-31
Project Status Completed (Fiscal Year 2024)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2023: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2022: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2021: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords数値解析 / 精度保証付き数値計算 / 有限要素法の構成的誤差評価 / 解の数値的検証法 / 計算機援用証明 / 数値的検証法 / 精度保証付き数値計算法 / 誤差解析
Outline of Research at the Start

偏微分方程式の解に対する精度保証付き数値計算法(数値的検証法)の研究は、近年のスーパーコンピュータをはじめとする情報処理技術のめざましい発展とも相まって、著しい進歩を遂げつつある。本研究では、新たな精度保証の原理を追究し、解の爆発をともなう発展方程式や、乱流現象を記述する流体方程式など、適用領域を従来より一層広い非線形数理モデルにまで拡大するとともに、計算法の効率化・高精度化を図り、その有効性を格段に高めることを目ざす。

Outline of Final Research Achievements

For elliptic equations, we have given an estimate of the convergence order of the approximate inverse operator norm to the exact inverse operator norm, and clarified the principle of numerically verifying the existence of the inverse operator of a linear operator in a general abstract Hilbert space. Furthermore, we have realized a method to numerically prove that there is no mathematically exact solution in the neighborhood of the approximate solution of a nonlinear elliptic problem. For evolutional equations, we improved the a priori error constants for semi-discrete and fully discrete finite element solutions of the heat equation, and presented some realistic numerial examples of methods for determining the blow-up time of solutions of nonlinear parabolic equations with guaranteed accuracy. We also obtained constructive error estimates for fully discrete approximations using spatial finite element and time spectral methods for time-periodic solutions of the heat equation.

Academic Significance and Societal Importance of the Research Achievements

最近の計算機に関するハード・ソフト両面における進歩によって、微分方程式に対する精度保証付き数値計算法は、重要な技法として定着しつつある。しかしながら、特に偏微分方程式の場合には、その実装手順の複雑さや誤差の精度が粗いことなどもあって、適用対象が限定され、これまで応用解析学や計算理工学上に現れる多くの実際的非線形問題に対して、実用性は未だ不十分とされていた。本研究は、そのような課題を解決することを目ざして実施したものである。研究成果として、楕円型方程式の精度保証原理の一般化や、解の非存在証明法を与え、発展問題の爆発時刻の精度保証に成功するなど、この分野の発展に大きく寄与する結果が得られている。

Report

(5 results)
  • 2024 Annual Research Report   Final Research Report ( PDF )
  • 2023 Research-status Report
  • 2022 Research-status Report
  • 2021 Research-status Report
  • Research Products

    (40 results)

All 2025 2024 2023 2022 2021 Other

All Int'l Joint Research (4 results) Journal Article (12 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 12 results,  Open Access: 8 results) Presentation (24 results) (of which Int'l Joint Research: 5 results,  Invited: 6 results)

  • [Int'l Joint Research] Karlsruhe Institute of Technology(ドイツ)

    • Related Report
      2024 Annual Research Report
  • [Int'l Joint Research] Karlsruhe Institute of Technology(ドイツ)

    • Related Report
      2023 Research-status Report
  • [Int'l Joint Research] Karlsruhe Institute of Technology(ドイツ)

    • Related Report
      2022 Research-status Report
  • [Int'l Joint Research] Karlsruhe Institute of Technology(ドイツ)

    • Related Report
      2021 Research-status Report
  • [Journal Article] Constructive error estimates for a full-discretized periodic solution of heat equation by spatial finite-element and time spectral method2025

    • Author(s)
      Kimura Takuma, Minamoto Teruya, Nakao Mitsuhiro T.
    • Journal Title

      Computers Mathematics with Applications

      Volume: 181 Pages: 248-258

    • DOI

      10.1016/j.camwa.2025.01.008

    • Related Report
      2024 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Error estimates for the fully-discrete Petrov-Galerkin method of a linear parabolic problem2025

    • Author(s)
      Mizuguchi Makoto, Nakao Mitsuhiro T., Hashimoto Kouji, Sekine Kouta, Oishi Shin’ichi
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 42 Issue: 2 Pages: 831-852

    • DOI

      10.1007/s13160-025-00696-4

    • Related Report
      2024 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Inclusion method of optimal constant with quadratic convergence for $H_0^1$-projection error estimates and its applications2023

    • Author(s)
      Takehiko Kinoshita and Yoshitaka Watanabe and Nobito Yamamoto and Mitsuhiro T. Nakao
    • Journal Title

      Journal of Computational and Applied Mathematics

      Volume: 417 Pages: 114521-114521

    • DOI

      10.1016/j.cam.2022.114521

    • Related Report
      2023 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Efficient Approaches for Verifying the Existence and Bound of Inverse of Linear Operators in Hilbert Spaces2023

    • Author(s)
      Yoshitaka Watanabe and Takehiko Kinoshita and Mitsuhiro T. Nakao
    • Journal Title

      Journal of Scientific Computing

      Volume: 94 Issue: 2 Pages: 43-43

    • DOI

      10.1007/s10915-023-02097-6

    • Related Report
      2023 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Improvement of the Constructive A Priori Error Estimates for a Fully Discretized Periodic Solution of Heat Equation2022

    • Author(s)
      Takuma Kimura, Teruya Minamoto, Mitsuhiro T. Nakao
    • Journal Title

      Computational Methods in Applied Mathematics

      Volume: 22 Issue: 3 Pages: 631-647

    • DOI

      10.1515/cmam-2022-0015

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Computer-assisted proof for the stationary solution existence of the Navier?Stokes equation over 3D domains2022

    • Author(s)
      Liu Xuefeng、Nakao Mitsuhiro T.、Oishi Shin’ichi
    • Journal Title

      Communications in Nonlinear Science and Numerical Simulation

      Volume: 108 Pages: 106223-106223

    • DOI

      10.1016/j.cnsns.2021.106223

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Rigorous numerical inclusion of the blow-up time for the Fujita-type equation2022

    • Author(s)
      Mizuguchi Makoto, Sekine Kouta, Hashimoto Kouji, Nakao Mitsuhiro T., Oishi Shin’ichi
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 40 Issue: 1 Pages: 665-689

    • DOI

      10.1007/s13160-022-00545-8

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] On Some Convergence Properties for Finite Element Approximations to the Inverse of Linear Elliptic Operators2022

    • Author(s)
      Takehiko Kinoshita and Yoshitaka Watanabe and Mitsuhiro T. Nakao
    • Journal Title

      Acta Cybernetica

      Volume: -- Issue: 1 Pages: 71-82

    • DOI

      10.14232/actacyb.294906

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Explicit a posteriori and a priori error estimation for the finite element solution of Stokes equations2021

    • Author(s)
      Liu Xuefeng, Nakao Mitsuhiro T., You Chun’guang, Oishi Shin’ichi
    • Journal Title

      Japan Journal of Industrial and Applied Mathematics

      Volume: 未定 Issue: 2 Pages: 545-559

    • DOI

      10.1007/s13160-020-00449-5

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Numerical verification methods for a system of elliptic PDEs, and their software library2021

    • Author(s)
      K. Sekine, M. T. Nakao, S. Oishi
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 12 Issue: 1 Pages: 41-74

    • DOI

      10.1587/nolta.12.41

    • NAID

      130007965490

    • ISSN
      2185-4106
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A numerical proof algorithm for the non-existence of solutions to elliptic boundary value problems2021

    • Author(s)
      K. Sekine, M. T. Nakao, S. Oishi, M. Kashiwagi
    • Journal Title

      Applied Numerical Mathematics

      Volume: 169 Pages: 87-107

    • DOI

      10.1016/j.apnum.2021.06.011

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Error Constants for the Semi-Discrete Galerkin Approximation of the Linear Heat Equation2021

    • Author(s)
      M. Mizuguchi, M. T. Nakao, K. Sekine, S. Oishi
    • Journal Title

      Journal of Scientific Computing

      Volume: 89 Issue: 2

    • DOI

      10.1007/s10915-021-01636-3

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] レゾルベントのノルムに対する定量的な下界評価とその応用2025

    • Author(s)
      木下武彦、渡部善隆、中尾充宏
    • Organizer
      2025年 日本数学会年会
    • Related Report
      2024 Annual Research Report
  • [Presentation] 近似レゾルベントの作用素ノルムに対する2 次収束する事後誤差評価について2024

    • Author(s)
      木下武彦、渡部善隆、中尾充宏
    • Organizer
      2024年応用数学合同研究集会
    • Related Report
      2024 Annual Research Report
  • [Presentation] Improvement of numerical proof algorithm for the non-existence of solutions to elliptic boundary value problems2024

    • Author(s)
      Satoshi Shimizu, Kouta Sekine and Mitsuhiro T. Nakao
    • Organizer
      The 43rd JSST Annual International Conference on Simulation Technology & The 23rd Asia Simulation Conference
    • Related Report
      2024 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 熱方程式のPetrov型全離散ガレルキン近似の事前誤差評価2024

    • Author(s)
      水口 信、中尾 充宏、 橋本 弘治、 関根 晃太、大石 進一
    • Organizer
      日本応用数理学会2024年度年会
    • Related Report
      2024 Annual Research Report
  • [Presentation] 発展作用素を用いた初期値問題の精度保証付き数値計算~変則的位相を用いた大域解検証への適用について~2024

    • Author(s)
      橋本 弘治, 水口 信, 関根 晃太, 中尾 充宏
    • Organizer
      日本応用数理学会第20回研究部会連合発表会
    • Related Report
      2023 Research-status Report
  • [Presentation] 発展作用素を用いた初期値問題の精度保証付き数値計算~単調性を用いた爆発解検証への適用について~2024

    • Author(s)
      橋本 弘治, 水口 信, 関根 晃太, 中尾 充宏
    • Organizer
      日本応用数理学会第20回研究部会連合発表会
    • Related Report
      2023 Research-status Report
  • [Presentation] 楕円型線形作用素に対する近似逆作用素ノルムの収束性評価2024

    • Author(s)
      木下 武彦, 渡部 善隆, 中尾 充宏
    • Organizer
      日本応用数理学会第20回研究部会連合発表会
    • Related Report
      2023 Research-status Report
  • [Presentation] 実(2,2) 行列の 2 ノルムと近似逆作用素ノルムの収束オーダーの改善について2024

    • Author(s)
      木 下 武 彦, 渡 部 善 隆, 中 尾 充 宏
    • Organizer
      2024年 日本数学会年会
    • Related Report
      2023 Research-status Report
  • [Presentation] On some convergence properties for the nite dimensional approximation of linearized inverse elliptic operator2024

    • Author(s)
      Mitsuhiro T. Nakao
    • Organizer
      Workshop of Computational Science and Information Engineering 2024
    • Related Report
      2023 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Constructive error estimates for a full-discretized periodic solution of heat equation2023

    • Author(s)
      Takuma Kimura, Teruya Minamoto, Mitsuhiro T. Nakao
    • Organizer
      ICIAM 2023 Tokyo, Minisymposium No.02448
    • Related Report
      2023 Research-status Report
    • Int'l Joint Research
  • [Presentation] 精度保証の観点から見た有限要素法の誤差評価について2023

    • Author(s)
      中尾充宏
    • Organizer
      隠岐島応用数学研究会
    • Related Report
      2023 Research-status Report
    • Invited
  • [Presentation] 放物型方程式の全離散近似解に対する定量的な誤差評価2023

    • Author(s)
      水口 信, 中尾充宏, 橋本弘治, 関根晃太, 大石進一
    • Organizer
      日本数学会 秋季総合分科会
    • Related Report
      2023 Research-status Report
  • [Presentation] 楕円型作用素の可逆性検証の効率化に関する一考察2023

    • Author(s)
      中尾充宏
    • Organizer
      環瀬戸内ワークショップ
    • Related Report
      2022 Research-status Report
    • Invited
  • [Presentation] 有限要素法による楕円型近似逆作用素ノルムの収束オーダーについて2023

    • Author(s)
      中尾充宏
    • Organizer
      科学計算・計測工学連携ワークショップ
    • Related Report
      2022 Research-status Report
    • Invited
  • [Presentation] 楕円型線形作用素に対する近似逆作用素ノルムの収束性評価2023

    • Author(s)
      木下武彦, 渡部善隆, 中尾充宏
    • Organizer
      日本応用数理学会 第19回(2022年度)研究部会連合発表会
    • Related Report
      2022 Research-status Report
  • [Presentation] 2 階楕円型線形作用素に対する近似逆作用素ノルムの収束オーダー評価2023

    • Author(s)
      木下武彦, 渡部善隆, 中尾充宏
    • Organizer
      2023年 日本数学会 年会
    • Related Report
      2022 Research-status Report
  • [Presentation] 放物型方程式の全離散近似 に対する誤差評価について2022

    • Author(s)
      水口信, 中尾充宏, 橋本弘治, 関根晃太, 大石進一
    • Organizer
      日本応用数理学会 2022年度 年会
    • Related Report
      2022 Research-status Report
  • [Presentation] 無限次元線形作用素に対する逆作用素ノルム評価の収束性評価と効率的検証法2022

    • Author(s)
      中尾充宏
    • Organizer
      精度保証付き数値計算理論に関する研究打合せ(京都研究会)
    • Related Report
      2022 Research-status Report
    • Invited
  • [Presentation] Orr-Sommerfeld 方程式の臨界Reynolds数に対する計算機援用証明2022

    • Author(s)
      渡部善隆, 長藤かおり, M. Plum, 木下武彦, 中尾充宏
    • Organizer
      日本数学会2022年度年会
    • Related Report
      2021 Research-status Report
  • [Presentation] 2階楕円型境界値問題から導かれる近似作用素ノルムの収束性2022

    • Author(s)
      渡部善隆, 木下武彦, 中尾充宏
    • Organizer
      日本応用数理学会 第18回(2021年度)研究部会連合発表会
    • Related Report
      2021 Research-status Report
  • [Presentation] On some convergence properties of approximate inverse operator norm in FEM2022

    • Author(s)
      M. T. Nakao
    • Organizer
      International Workshop on Reliable Computing and Computer-Assisted Proofs (ReCAP 2022)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 楕円型方程式と放物型方程式に対する半離散ガレルキン近似の誤差定数について2021

    • Author(s)
      水口 信, 中尾充宏, 関根晃太, 大石進一
    • Organizer
      日本応用数理学会 2021年度 年会
    • Related Report
      2021 Research-status Report
  • [Presentation] On some convergence properties for finite element approximations to the inverse of linear elliptic operators2021

    • Author(s)
      T. Kinoshita, Y. Watanabe, M. T. Nakao
    • Organizer
      SCAN'2020
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 重調和方程式の近似解に対する構成的誤差評価の改良2021

    • Author(s)
      渡部善隆, 木下武彦, 中尾充宏
    • Organizer
      日本数学会2021年度年会
    • Related Report
      2021 Research-status Report

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Published: 2021-04-28   Modified: 2026-01-16  

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