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Estimation of modeling errors and their regularization in applied inverse problems

Research Project

Project/Area Number 23654034
Research Category

Grant-in-Aid for Challenging Exploratory Research

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

Principal Investigator

ISO Yuusuke  京都大学, 情報学研究科, 教授 (70203065)

Co-Investigator(Kenkyū-buntansha) KUBO Masayoshi  京都大学, 情報学研究科, 講師 (10273616)
FUJIWARA Hiroshi  京都大学, 情報学研究科, 助教 (00362583)
OOISHI Naoya  京都大学, 医学(系)研究科(研究院), 研究員 (40526878)
IMAI Hitoshi  徳島大学, ソシオテクノサイエンス研究部, 教授 (80203298)
HIGASHIMORI Nobuyuki  一橋大学, 経済学研究科(研究院), 講 師 (10397573)
Project Period (FY) 2011 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords数学一般 / 応用数学 / 数値数学 / 数理モデル / 応用解析 / 数値解析 / 逆問題解析 / 光トモグラフィ / 逆問題 / モデル化誤差 / 多倍長数値計算 / 正則化法
Research Abstract

We have obtained some new results as fundamental study for the diffused optical tomography (DOT), which is considered as a coming technology. The results are deduced through deep consideration, from both mathematics and computing, about mathematical models corresponding to DOT.In the project study, we focus on modeling errors which arise in mathematical modeling; we restrict ourselves to modeling errors in the transport equation model which is regarded as the fundamental mathematical one for propagation of photons in biomedical tissues. Through theoretical arguments and computings, we have pointed out some fatalmisunderstanding in the past studies for DOT based on mathematical analysis of the inverse problems.

Report

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

    (28 results)

All 2012 2011 Other

All Journal Article (18 results) (of which Peer Reviewed: 15 results) Presentation (9 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Estimates for solutions to the transport equation unders the perturbation of its attenuation and scattering terms2012

    • Author(s)
      D. Tanaka, N. Higashimori, Y. Iso
    • Journal Title

      Tamkang J. of Math

      Volume: 43 Pages: 313-320

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Challenge to Diffuse Optical Tomography using the Radiative Transport Equation2012

    • Author(s)
      N. Oishi, H. Fukuyama
    • Journal Title

      Proc. of the 2012 IEEE Intn'lConference on Complex Medical Engineering

      Volume: 1 Pages: 261-266

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Temporal lobe epilepsy with amygdala enlargement: a morphologic and functional study2012

    • Author(s)
      S. Takaya, A. Ikeda, N. Oishi(第6著者),H. Fukuyama H. 他(全10名)
    • Journal Title

      J. Neuroimaging

      Volume: (in press)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Selective white matter abnormalities in a novel rat model of vascular dementia2012

    • Author(s)
      A. Kitamura, Y. Fujita, N. Oishi(第3著者),H. Fukuyama 他(全13名)
    • Journal Title

      Neurobiol Aging

      Volume: 33E Pages: 25-35

    • NAID

      120003988349

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimates for solutions to the transport equation unders the perturbation of its attenuation and scattering terms2012

    • Author(s)
      磯 祐介、東森信就 他
    • Journal Title

      Tamkang J. of Math.

      Volume: 43巻 Pages: 313-320

    • Related Report
      2012 Annual Research 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

      Volume: 1791巻 Pages: 122-130

    • Related Report
      2012 Annual Research Report
  • [Journal Article] A Challenge to Diffuse Optical Tomography using the Radiative Transport Equation2012

    • Author(s)
      大石直也 他
    • Journal Title

      Proc. of the 2012 IEEE Intn'l Conference on Complex Medical Engineering.

      Volume: 1巻 Pages: 261-266

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Convergence of a semi-discrete finite difference scheme applied to the abstract Cauchy problem on a scale of Banach spaces2011

    • Author(s)
      Y. Iso
    • Journal Title

      Proc. Japan Acad. Ser. A

      Volume: vol.87 Pages: 109-113

    • NAID

      40018937031

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Simple numerical judgement on the singularity of the matrix by using the multiple- precision arithmetic2011

    • Author(s)
      H. Sakaguchi, H. Imai, Y. Iso
    • Journal Title

      Theoretical and Applied Mechanics Japan

      Volume: 60 Pages: 343-351

    • NAID

      130004463820

    • Related Report
      2012 Final Research 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. of Appl.Math.

      Volume: Vol.71 Pages: 1965-1989

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多重格子法による輸送方程式の定常問題に対する差分法の高速解法2011

    • Author(s)
      藤原 宏志
    • Volume
      Vol.11
    • Pages
      13-18
    • NAID

      40019131393

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Numerical Simulation on Non-existence and Non-uniquness of Solutions for the Tricomi Equation2011

    • Author(s)
      H. ImaiI, H. Sakaguchi, Y. Iso
    • Journal Title

      GAKUTO Intn'l Ser., Mathematical Sciences and Applications

      Volume: Vol.34 Pages: 39-58

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] スペクトル選点法を用いた遅延微分方程式の数値計算2011

    • Author(s)
      安部 公輔, 今井 仁司, 中村 正彰
    • Journal Title

      日本大学理工学部一般教育教室彙報

      Volume: Vol.89 Pages: 1-10

    • NAID

      40018739637

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Effects of adolescent substance abuse on executivefunction, personality, and behavior - An analysis of juvenile reformatory students2011

    • Author(s)
      Y. Moriguchi, N. Oishi, T. Murai, H. Fukui, H. Fukuyama
    • Journal Title

      The Asian J.of Child Care

      Volume: vol.2 Pages: 55-67

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] 輸送方程式の散乱核の等方性・異方性と数値解の挙動2011

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

      第60回理論応用力学講演会講演論文集

    • NAID

      130004604675

    • Related Report
      2012 Final Research Report
  • [Journal Article] 多重格子法による輸送方程式の定常問題に対する差分法の高速解法2011

    • Author(s)
      藤原宏志
    • Journal Title

      計算数理工学論文集

      Volume: Vol.11 Pages: 13-18

    • NAID

      40019131393

    • Related Report
      2011 Research-status Report
    • Peer Reviewed
  • [Journal Article] Convergence of a semi-discrete finite difference scheme applied to the Cauchy problem on a scale of Banach spaces2011

    • Author(s)
      Yuusuke Iso
    • Journal Title

      Proceedings of the Japan Academy, Ser. A

      Volume: 87巻 Pages: 109-113

    • Related Report
      2011 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

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

      数理解析研究所講究録

      Volume: 1791 Pages: 122-130

    • Related Report
      2012 Final Research Report
  • [Presentation] "Effective use of multiple-precision arithmetic for the inverse Laplace transform(招待講演)", at: LaplaceTransform Methods and Thier Applications2011

    • Author(s)
      Y. Iso
    • Organizer
      National Institute for Mathematical Science
    • Place of Presentation
      Korea
    • Related Report
      2012 Final Research 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
      第13回日本ヒト脳機能マッピング学会
    • Place of Presentation
      国立京都国際会館
    • Related Report
      2012 Final Research Report
  • [Presentation] Effective use of multiple-precision arithmetic for the inverse Laplace transform2011

    • Author(s)
      Yuusuke Iso
    • Organizer
      Laplace Transform Methods and Their 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] 多重格子法による輸送方程式の定常問題に対する差分法の高速解法2011

    • Author(s)
      藤原宏志
    • Organizer
      日本計算数理工学シンポジウム2011
    • Place of Presentation
      香川大学
    • Related Report
      2011 Research-status Report
  • [Presentation] 輸送方程式の数値計算の試みと課題2011

    • Author(s)
      藤原宏志
    • Organizer
      日本光学会 生体医用光学研究会シンポジウム
    • Place of Presentation
      島津製作所東京支社
    • Related Report
      2011 Research-status Report
  • [Presentation] A Challenge to Numerical Computation of the 3D Stationary Radiative Transport Equation2011

    • Author(s)
      H. FUJIWARA
    • Organizer
      2011 Taiwan-Japan Joint Workshop on Numerical Analysis and Scientific Computation
    • Place of Presentation
      Department of Mathematics, National. Taiwan University, Taipei
    • Related Report
      2011 Research-status Report
  • [Presentation] 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2011

    • Author(s)
      東森信就,藤原宏志
    • Organizer
      RIMS研究集会「科学技術計算における理論と応用の新展開」
    • Place of Presentation
      数理解析研究所
    • Related Report
      2011 Research-status Report
  • [Presentation] 輸送方程式の定常問題に対する上流差分スキームの安定性と収束性2011

    • Author(s)
      藤原宏志
    • Organizer
      日本数学会 2011年度秋季総合分科会 応用数学分科会
    • Place of Presentation
      信州大学
    • Related Report
      2011 Research-status Report
  • [Patent(Industrial Property Rights)] 光トモグラフィ装置2011

    • Inventor(s)
      中路晴雄、福山秀直、磯祐介、浦山慎一、大石直也、藤原宏志
    • Industrial Property Rights Holder
      国立大学法人京都大学、住友電気工業株式会社
    • Industrial Property Number
      2011-105488
    • Filing Date
      2011-05-10
    • Related Report
      2012 Final Research Report

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

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