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High-accurate Numerical Methods for Inverse Problems on Next-generation Computing Environments

Research Project

Project/Area Number 23740075
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionKyoto University

Principal Investigator

FUJIWARA Hiroshi  京都大学, 情報学研究科, 助教 (00362583)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords多倍長計算 / 正則化法 / 数値的不安定性 / 非適切問題 / 高精度シュミレーション / 多倍長数値計算 / 高精度シミュレーション
Research Abstract

We have realized a high-accurate numerical computations for numerically unstable problems which arize in inverse or ill-posed problems. Our method consists of multiple-precision arithmetic, regularization scheme, and high-accurate discretization rules based on the theory of reproducing kernels. We also make examples where numerical solutions diverge under stable schemes due to accumulation of rounding errors. This means that theoretical stability of numerical schemes does not equivalent to the reliability of numerical solutions.

Report

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

    (52 results)

All 2014 2013 2012 2011 Other

All Journal Article (19 results) (of which Peer Reviewed: 14 results) Presentation (29 results) (of which Invited: 1 results) Remarks (4 results)

  • [Journal Article] Courant-Friedrichs-Lewy条件についての注意2014

    • Author(s)
      安部公輔,東森信就,久保雅義,藤原宏志,磯祐介
    • Journal Title

      日本応用数理学会論文誌

      Volume: Vol.24 Pages: 15-26

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Courant-Friedrichs-Lewy条件についての注意2014

    • Author(s)
      安部公輔, 東森信就, 久保雅義, 藤原宏志, 磯祐介
    • Journal Title

      日本応用数理学会論文誌

      Volume: 24 Pages: 15-26

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Aveiro Discretization Method in Mathematics: A New Discretization Principle2014

    • Author(s)
      L.P. Castro, H. Fujiwara, M.M. Rodrigues, S. Saitoh and V. K. Tuan
    • Journal Title

      Mathematics Without Boundaries; Surveys in Pure Mathematics, Pardalos, Panos M., Rassias, Themistocles M. (Eds.

      Volume: 単行本のためなし

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] How to catch smoothing properties and analyticity of functions by computers?2014

    • Author(s)
      L. P. Castro, H. Fujiwara, T.Qian, and S.Saitoh
    • Journal Title

      Mathematics Without Boundaries; Surveys in Pure Mathematics, Pardalos, Panos M., Rassias, Themistocles M. (Eds.)

      Volume: 単行本のためなし

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A new discretization method by means of reproducing kernels, Interactions between real and complex analysis (Eds. Le Hung Son and Wolgang Tutscheke)2012

    • Author(s)
      L. P. Castro, H. Fujiwara, M. M. Rodriguess, and S. Saitoh
    • Journal Title

      Sci. and Tech. Publication House

      Pages: 185-223

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 3次元輻射輸送方程式の境界値問題の数値計算とその応用2012

    • Author(s)
      藤原宏志
    • Journal Title

      計算数理工学論文集

      Volume: Vol.12 Pages: 43-48

    • NAID

      40019557509

    • Related Report
      2013 Final Research Report 2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fundamental Error Estimate Inequalities for the Tikhonov Regularization Using Reproducing Kernels2012

    • Author(s)
      L. P. Castro, H. Fujiwara, S. Saitoh, Y. Sawano, A. Yamada, and M. Yamada
    • Journal Title

      International Series of Numerical Mathematics, (Inequalities and Applications 2010)

      Volume: Vol.161 Pages: 87-101

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 非適切問題の数値計算における丸め誤差の評価について2012

    • Author(s)
      藤原宏志
    • Journal Title

      第61回理論応用力学講演会講演論文集

    • NAID

      130005020788

    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Journal Article] A new discretization method by means of reproducing kernels2012

    • Author(s)
      L. P. Castro, H. Fujiwara, M. M. Rodriguess, and S. Saitoh
    • Journal Title

      Interactions between real and complex analysis

      Volume: なし Pages: 185-223

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fundamental Error Estimate Inequalities for the Tikhonov Regularization Using Reproducing Kernels2012

    • Author(s)
      Luis P. Castro,Hiroshi Fujiwara,Saburou Saitoh,Yoshihiro Sawano, Akira Yamada, and Masato Yamada
    • Journal Title

      International Series of Numerical Mathematics

      Volume: 161 Pages: 87-101

    • DOI

      10.1007/978-3-0348-0249-9_6

    • ISBN
      9783034802482, 9783034802499
    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] 輸送方程式の初期・境界値問題に対する差分法と台形公式による数値解析2012

    • Author(s)
      東森信就,藤原宏志
    • Journal Title

      数理解析研究所講究録「科学技術計算における理論と応用の新展開」

      Volume: 1791 Pages: 122-130

    • Related Report
      2012 Research-status Report
  • [Journal Article] 3次元Voigt型粘弾性方程式の数値計算の試み2012

    • Author(s)
      藤原宏志
    • Journal Title

      第61回理論応用力学講演会講演論文集

      Volume: 巻号なし

    • NAID

      130005020735

    • Related Report
      2011 Research-status Report
  • [Journal Article] GPU上の多倍長数値計算環境による複素逆 Laplace変換の高速化2011

    • Author(s)
      眞鍋秀悟,藤原宏志
    • Journal Title

      計算数理工学論文集

      Volume: Vol.11 Pages: 31-34

    • NAID

      40019131449

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多倍長計算による高精度計算の実現に向けて2011

    • Author(s)
      藤原宏志
    • Journal Title

      応用数理

      Volume: Vol.21 Pages: 247-258

    • NAID

      110009426131

    • Related Report
      2013 Final Research Report 2011 Research-status Report
  • [Journal Article] GPU上の多倍長数値計算環境による複素逆Laplace変換の高速化2011

    • Author(s)
      眞鍋秀悟、藤原宏志
    • Journal Title

      計算数理工学論文集

      Volume: 11 Pages: 31-34

    • NAID

      40019131449

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Approximate Steady State Models for Magnetic Resonance Elastography2011

    • Author(s)
      Y. Jiang, H. Fujiwara, and G. Nakamura
    • Journal Title

      SIAM J. on Applied Mathematics

      Volume: 71 Pages: 1965-1989

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] High-Accurate Computation of One-Loop Integrals by Several Hundred Digits Multiple-Precision Arithmetic2011

    • Author(s)
      H. Fujiwara
    • Journal Title

      Proceedings of 3rd Computational Particle Physics Workshop

      Volume: PoS(CPP2010)013

    • Related Report
      2011 Research-status Report
  • [Journal Article] Aveiro Discretization Method in Mathematics : A New Discretization Principle, Mathematics Without Boundaries; Surveys in Pure Mathematics (Eds. P. M. Pardalos, T. M Rassias)

    • Author(s)
      L. P. Castro, H. Fujiwara, M. M. Rodrigues, S. Saitoh and V. K. Tuan
    • Volume
      (掲載決定)(Springer)
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] How to catch smoothing properties and analyticity of functions by computers? Mathematics Without Boundaries; Surveys in Pure Mathematics (Eds. P. M. Pardalos, T. M Rassias)

    • Author(s)
      L. P. Castro, H. Fujiwara, T. Qian, and S. Saitoh
    • Volume
      (掲載決定)(Springer)
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Presentation] 数値解析学と多倍長計算による高精度・高信頼な数値計算の実現2013

    • Author(s)
      藤原宏志
    • Organizer
      日本学術会議第3回計算力学シンポジウム
    • Place of Presentation
      日本学術会議講堂
    • Year and Date
      2013-12-03
    • Related Report
      2013 Final Research Report
  • [Presentation] Courant-Friedrichs-Lewy条件についての一つの注意2013

    • Author(s)
      安倍公輔,東森信就,久保雅義,藤原宏志,磯祐介
    • Organizer
      日本数学会2013年度秋季総合分科会
    • Place of Presentation
      愛媛大学
    • Year and Date
      2013-09-27
    • Related Report
      2013 Final Research Report
  • [Presentation] exflibによる平行Poiseuille流れの不安定性解析の高精度化2013

    • Author(s)
      渡部善隆,藤原宏志,中尾充宏
    • Organizer
      日本応用数理学会2013年度年会
    • Place of Presentation
      アクロス福岡
    • Year and Date
      2013-09-09
    • Related Report
      2013 Annual Research Report 2013 Final Research Report
  • [Presentation] A remark on the Courant-Friedrichs-Lewy condition in finite difference approach to PDE's2013

    • Author(s)
      Y. Iso and H. Fujiwara
    • Organizer
      EASIAM-CIAM 2013
    • Place of Presentation
      the Newton Hotel, Bandung
    • Year and Date
      2013-06-19
    • Related Report
      2013 Final Research Report
  • [Presentation] 数値計算の信頼性―数値解析学と多倍長計算の視点から2013

    • Author(s)
      藤原宏志
    • Organizer
      20130219
    • Place of Presentation
      京都大学百周年時計台記念館
    • Year and Date
      2013-02-19
    • Related Report
      2013 Final Research Report
  • [Presentation] 数値解析学と多倍長計算による高精度・高信頼な数値計算の実現2013

    • Author(s)
      藤原宏志
    • Organizer
      日本学術会議 第3回計算力学シンポジウム
    • Place of Presentation
      日本学術会議講堂
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] A remark on the Courant-Friedrichs-Lewy condition in finite difference approach to PDE's2013

    • Author(s)
      Yuusuke Iso, Hiroshi Fujiwara
    • Organizer
      The 9th East Asia SIAM Conference
    • Place of Presentation
      The Newton Hotel, Bandung
    • Related Report
      2013 Annual Research Report
  • [Presentation] Courant-Friedrichs-Lewy 条件についての一つの注意2013

    • Author(s)
      安部公輔, 東森信就, 久保雅義, 藤原宏志, 磯祐介
    • Organizer
      日本数学会2013年度秋季総合分科会
    • Place of Presentation
      愛媛大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 数値計算の信頼性 - 数値解析学と多倍長計算の視点から2013

    • Author(s)
      藤原宏志
    • Organizer
      第14回情報学シンポジウム 数値シミュレーションと情報学
    • Place of Presentation
      京都大学百周年時計台記念館
    • Related Report
      2012 Research-status Report
  • [Presentation] High-Accurate Numerical Evaluation of One-Loop Integrals2013

    • Author(s)
      H. Fujiwara
    • Organizer
      Intensive Seminar on Applied Analysis in Arima
    • Place of Presentation
      ミントリゾートインアリマ、神戸
    • Related Report
      2012 Research-status Report
  • [Presentation] 数値的不安定性と丸め誤差の問題に対する多倍長計算の利用2013

    • Author(s)
      藤原宏志
    • Organizer
      非破壊検査の数理 - 実用に必要な理論
    • Place of Presentation
      九州大学マス・フォア・インダストリ研究所
    • Related Report
      2012 Research-status Report
  • [Presentation] MR Elastography : MRIをもちいた非侵襲剛性率分布測定の数値計算について2013

    • Author(s)
      藤原宏志
    • Organizer
      非破壊検査の数理 - 実用に必要な理論
    • Place of Presentation
      九州大学マス・フォア・インダストリ研究所
    • Related Report
      2012 Research-status Report
  • [Presentation] 科学技術計算のための多倍長計算環境の開発と応用2013

    • Author(s)
      藤原宏志
    • Organizer
      計算力学と逆問題に対する数値解析2013
    • Place of Presentation
      福岡大学セミナーハウス
    • Related Report
      2012 Research-status Report
  • [Presentation] exflibにおける多倍長区間演算Fortranインターフェースとその応用2012

    • Author(s)
      渡部善隆,藤原宏志
    • Organizer
      日本応用数理学会2012年研究部会連合発表会
    • Place of Presentation
      九州大学
    • Year and Date
      2012-03-08
    • Related Report
      2013 Final Research Report
  • [Presentation] Introduction to multiple-precision arithmetic for reliable computations2012

    • Author(s)
      H. Fujiwara
    • Organizer
      Workshop on Applied Inverse Problems
    • Place of Presentation
      National Cheng Kung University, Tainan
    • Related Report
      2012 Research-status Report
  • [Presentation] 降水リトリーバルと逆問題2012

    • Author(s)
      藤原宏志
    • Organizer
      「地球気象気候現象のデータ解析とモデルの精密化」ワークショップ
    • Place of Presentation
      北海道大学理学研究院
    • Related Report
      2012 Research-status Report
  • [Presentation] 高精度光伝播シミュレーションのための輻射輸送方程式の数値解析と数値計算2012

    • Author(s)
      藤原宏志
    • Organizer
      第2回 画像逆問題の数理解析研究会
    • Place of Presentation
      国立情報学研究所
    • Related Report
      2012 Research-status Report
  • [Presentation] Numerical Challenges to the Three Dimensional Stationary Radiative Transport Equation2012

    • Author(s)
      H. Fujiwara
    • Organizer
      ICOME2012/JASCOME symposium 2012
    • Place of Presentation
      京都大学学友会館
    • Related Report
      2012 Research-status Report
  • [Presentation] Multiple-precision arithmetic for scientific computation2012

    • Author(s)
      H. Fujiwara
    • Organizer
      Workshop on GPGPU/High-Accurate Computation in Arima 2012
    • Place of Presentation
      ミントリゾートインアリマ、神戸
    • Related Report
      2012 Research-status Report
  • [Presentation] 光伝播モデルとしての3次元輻射輸送方程式と拡散近似の比較2012

    • Author(s)
      藤原宏志、東森信就
    • Organizer
      第15回光脳機能イメージング研究会
    • Place of Presentation
      星陵会館、東京
    • Related Report
      2012 Research-status Report
  • [Presentation] 生体の光学特性値測定のための3次元輻射輸送方程式の数値計算法の開発と応用2012

    • Author(s)
      藤原宏志、東森信就
    • Organizer
      第14回日本ヒト脳機能マッピング学会
    • Place of Presentation
      京王プラザホテル札幌
    • Related Report
      2012 Research-status Report
  • [Presentation] Numerical Analysis and Computations for the Radiative Transport Equation2012

    • Author(s)
      H. Fujiwara
    • Organizer
      The 8th East Asia SIAM Conference
    • Place of Presentation
      National Taiwan University, Taipei
    • Related Report
      2012 Research-status Report
  • [Presentation] 非適切問題の数値計算における丸め誤差の評価について2012

    • Author(s)
      藤原宏志
    • Organizer
      第61回理論応用力学講演会
    • Place of Presentation
      東京大学生産技術研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] 3次元Voigt型粘弾性方程式の数値計算の試み2012

    • Author(s)
      藤原宏志
    • Organizer
      第61回理論応用力学講演会
    • Place of Presentation
      東京大学生産技術研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] Direct treatment of numerical instability of inverse Laplace transforms using multiple-precision arithmetic2011

    • Author(s)
      H. Fujiwara
    • Organizer
      Laplace Transform Methods and Thier Applications
    • Place of Presentation
      National Institute for Mathematical Science, Daejeon, Korea
    • Year and Date
      2011-11-04
    • Related Report
      2013 Final Research Report
  • [Presentation] Remarks on Numerical Instability of Complex Inverse Laplace Transforms Using Multiple-Precision Arithmetic2011

    • Author(s)
      H. Fujiwara
    • Organizer
      The 7th EASIAM Conference 2011
    • Place of Presentation
      早稲田大学北九州キャンパス
    • Year and Date
      2011-06-29
    • Related Report
      2013 Final Research Report
  • [Presentation] Direct treatment of numerical instability of inverse Laplace transforms using multiple-precision arithmetic2011

    • Author(s)
      H. Fujiwara
    • Organizer
      Laplace Transform Methods and Thier Applications(招待講演)
    • Place of Presentation
      National Institute for Mathematical Science, Daejeon
    • Related Report
      2011 Research-status Report
  • [Presentation] 光トモグラフィーの基礎 - 次代を拓くためのアプローチ2011

    • Author(s)
      藤原宏志
    • Organizer
      日本ヒト脳機能マッピング学会(招待講演)
    • Place of Presentation
      国立京都国際会館
    • Related Report
      2011 Research-status Report
  • [Presentation] Remarks on Numerical Instability of Complex Inverse Laplace Transforms Using Multiple-Precision Arithmetic2011

    • Author(s)
      H. Fujiwara
    • Organizer
      The 7th EASIAM Conference 2011
    • Place of Presentation
      Waseda University, Kitakyushu Campus
    • Related Report
      2011 Research-status Report
  • [Remarks] 構築した多倍長計算ソフトウエアを http://www-an.acs.i.kyoto-u.ac.jp/~fujiwara/exflib で公開しており,ダウンロードして利用することができる.また区間演算による精度保証計算の一例として,数値的に不安定な問題として知られるHilbert行列の条件数を調べたものを http://www-an.acs.i.kyoto-u.ac.jp/~fujiwara/exflib/hilbert40.html に示している

    • Related Report
      2013 Final Research Report
  • [Remarks] exflib home page

    • URL

      http://www-an.acs.i.kyoto-u.ac.jp/~fujiwara/exflib

    • Related Report
      2013 Annual Research Report
  • [Remarks] 多倍長計算環境 exflib

    • URL

      http://www-an.acs.i.kyoto-u.ac.jp/~fujiwara/exflib

    • Related Report
      2012 Research-status Report
  • [Remarks] 実装を進めている多倍長計算環境は、以下の URL にて公開している。

    • URL

      http://www-an.acs.i.kyoto-u.ac.jp/~fujiwara/exflib

    • Related Report
      2011 Research-status Report

URL: 

Published: 2011-08-05   Modified: 2023-03-16  

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