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Analytical solutions of the radiative transport equation

Research Project

Project/Area Number 17K05572
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Mathematical physics/Fundamental condensed matter physics
Research InstitutionHamamatsu University School of Medicine

Principal Investigator

Machida Manabu  浜松医科大学, 光尖端医学教育研究センター, 指定講師 (40396916)

Project Period (FY) 2017-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2021: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2020: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords輻射輸送方程式 / 線型ボルツマン輸送 / 光トモグラフィー / 特異固有関数 / 解析的離散方位法 / シミュレーテッドアニーリング / 回転座標法 / 空間振動数領域近赤外分光 / 多孔質中の輸送 / チャンドラセカールH関数
Outline of Final Research Achievements

A numerical method for the radiative transport equation using analytical solutions was proposed. In addition, a novel radiative transport equations with fractional-order time derivatives was studied. Furthermore, we revealed that the radiative transport equation is the governing equation for the transport of molecules in water which move in porous media. Related inverse problems were studied. A numerical method with random numbers was proposed for optical tomography. A numerical method was developed for measurements in the spatial frequency domain. In the former, the problem was reduced to an inverse problem for the diffusion equation by the diffusion approximation. In the latter, by using analytical solutions, we created a numerical method for the inverse problem of determining coefficients of the radiative transport equation. Parameter estimation was done using the radiative transport equation.

Academic Significance and Societal Importance of the Research Achievements

多孔質媒体中の分子輸送の支配方程式が輻射輸送方程式であることが明らかになったが、この研究は土壌汚染の問題などに波及効果がある。光トモグラフィーにおいて、輻射輸送方程式の利用は困難であるとされており、拡散近似によって得られる拡散方程式の逆問題として定式化される。今回、解析解を利用することにより輻射輸送方程式の高速な数値手法が確立し、それを用いた逆問題の解法の開発も行った。これにより、光トモグラフィーの分野に新たな展開が期待できる。

Report

(7 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (32 results)

All 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (3 results) Journal Article (10 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 9 results,  Open Access: 2 results) Presentation (19 results) (of which Int'l Joint Research: 7 results,  Invited: 13 results)

  • [Int'l Joint Research] 東南大学(中国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] 上海財経大学(中国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] Institut Fresnel(フランス)

    • Related Report
      2020 Research-status Report
  • [Journal Article] Three-dimensional analytical discrete-ordinates method for the radiative transport equation2022

    • Author(s)
      Machida Manabu、Das Kaustav
    • Journal Title

      Waves in Random and Complex Media

      Volume: 0 Issue: 2 Pages: 1-23

    • DOI

      10.1080/17455030.2022.2049924

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On fluorescence imaging: The diffusion equation model and recovery of the absorption coefficient of fluorophores2021

    • Author(s)
      Liu Jijun、Machida Manabu、Nakamura Gen、Nishimura Goro、Sun Chunlong
    • Journal Title

      Science China Mathematics

      Volume: 64 Issue: 6 Pages: 1-20

    • DOI

      10.1007/s11425-020-1731-y

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Diffuse optical tomography by simulated annealing via a spinHamiltonian2021

    • Author(s)
      Jiang Yu、Machida Manabu、Todoroki Norikazu
    • Journal Title

      Journal of the Optical Society of America A

      Volume: 38 Issue: 7 Pages: 1032-1032

    • DOI

      10.1364/josaa.421219

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Global Lipschitz stability for a fractional inverse transport problem by Carleman estimates2021

    • Author(s)
      Kawamoto Atsushi、Machida Manabu
    • Journal Title

      Applicable Analysis

      Volume: 100 Issue: 4 Pages: 752-771

    • DOI

      10.1080/00036811.2019.1620931

    • NAID

      120007143506

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Experimental tests of indicators for the degree of validness of the diffusion approximation2021

    • Author(s)
      Capart Antoine、Ikegaya Shunsuke、Okada Eiji、Machida Manabu、Hoshi Yoko
    • Journal Title

      Journal of Physics Communications

      Volume: 5 Issue: 2 Pages: 025012-025012

    • DOI

      10.1088/2399-6528/abe4e1

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Chandrasekhar polynomials - A brief review2021

    • Author(s)
      Machida, Manabu
    • Journal Title

      RIMS Kokyuroku

      Volume: 2174 Pages: 10-10

    • NAID

      120007142215

    • Related Report
      2020 Research-status Report
  • [Journal Article] Linear Transport in Porous Media2020

    • Author(s)
      Amagai Kenji、Hatano Yuko、Machida Manabu
    • Journal Title

      Journal of Computational and Theoretical Transport

      Volume: - Issue: 5 Pages: 1-13

    • DOI

      10.1080/23324309.2020.1842453

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decay behavior and optical parameter identification for spatial-frequency domain imaging by the radiative transport equation2020

    • Author(s)
      Machida Manabu、Hoshi Yoko、Kagawa Keiichiro、Takada Kazuki
    • Journal Title

      Journal of the Optical Society of America A

      Volume: 37 Issue: 12 Pages: 2020-2031

    • DOI

      10.1364/josaa.402124

    • NAID

      120007143499

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] The linear Boltzmann equation in column experiments of porous media2020

    • Author(s)
      Amagai Kenji、Yamakawa Motoko、Machida Manabu、Hatano Yuko
    • Journal Title

      Transport in Porous Media

      Volume: 132 Issue: 2 Pages: 311-331

    • DOI

      10.1007/s11242-020-01393-1

    • NAID

      120007168385

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Numerical algorithms of the radiative transport equation using rotated reference frames for optical tomography with structured illumination2019

    • Author(s)
      Machida Manabu
    • Journal Title

      Journal of Quantitative Spectroscopy and Radiative Transfer

      Volume: 234 Pages: 124-138

    • DOI

      10.1016/j.jqsrt.2019.06.009

    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Presentation] 逆級数を用いた偏微分方程式の逆問題解法2022

    • Author(s)
      町田学
    • Organizer
      日本応用数理学会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Diffuse optical tomography with a simulated annealing Monte Carlo algorithm2022

    • Author(s)
      Manabu Machida
    • Organizer
      The 10th International Conference Inverse Problems: Modeling and Simulation
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Diffuse optical tomography using simulated annealing2022

    • Author(s)
      Manabu Machida
    • Organizer
      RIMS Workshop on Theory and practice in inverse problems
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] 多孔質媒体中の輸送の支配方程式としての輻射輸送方程式2022

    • Author(s)
      町田学
    • Organizer
      日本応用数理学会
    • Related Report
      2021 Research-status Report
  • [Presentation] The linear Boltzmann equation as a governing equation in porous media2020

    • Author(s)
      Machida, Manabu
    • Organizer
      Summer Intensive Seminar on Inverse Modelling and Computation
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 多孔質媒体中の分子の線形ボルツマン輸送2020

    • Author(s)
      町田学
    • Organizer
      日本流体力学会 年会
    • Related Report
      2020 Research-status Report
  • [Presentation] 輻射輸送方程式の係数決定逆問題に対するリプシッツ安定性2020

    • Author(s)
      町田学
    • Organizer
      京都大学数学教室談話会
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] A numerical method for inverse transport problems2020

    • Author(s)
      Machida Manabu
    • Organizer
      京都大学数理解析研究所 偏微分方程式による逆問題解析とその周辺
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] 解析解に基づく輻射輸送方程式の数値計算2019

    • Author(s)
      町田 学
    • Organizer
      日本応用数理学会 第15回研究部会連合発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] Spatial-frequency-domain optical tomography in the nondiffusive regime2019

    • Author(s)
      Machida Manabu
    • Organizer
      Applied Inverse Problems Conference
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Optical medical imaging in the radiative transport regime2019

    • Author(s)
      Machida Manabu
    • Organizer
      International Congress on Industrial and Applied Mathematics
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] The linear transport in porous media2019

    • Author(s)
      Machida Manabu
    • Organizer
      The 26th International Conference on Transport Theory
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] 輻射輸送方程式の新解法と光トモグラフィー2019

    • Author(s)
      町田 学
    • Organizer
      日本学術会議 第9回計算力学シンポジウム
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] 解析解に基づく輻射輸送方程式の数値計算2019

    • Author(s)
      町田学
    • Organizer
      日本応用数理学会第15回研究部会連合発表会
    • Related Report
      2018 Research-status Report
  • [Presentation] Spatial-Frequency Optical Tomography in the Radiative-Transport Regime2018

    • Author(s)
      Manabu Machida
    • Organizer
      Tianyuan Workshop on Mathematical and Computational Challenges of Medical Imaging and Inverse Problems
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Inverse problems in medical imaging: Optical tomography2018

    • Author(s)
      町田学
    • Organizer
      波動・振動・流れの制御と逆問題-理論と数値計算-
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Radiative transport-based optical tomography with structured illumination2018

    • Author(s)
      Manabu Machida
    • Organizer
      The 12th International Conference on Complex Medical Engineering
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 3次元FN法による輻射輸送方程式の高速数値計2018

    • Author(s)
      町田学
    • Organizer
      日本物理学会2018年秋季大会[物性]
    • Related Report
      2018 Research-status Report
  • [Presentation] Nondestructive inspection of biological tissue by optical tomography2018

    • Author(s)
      町田学
    • Organizer
      Non-destructive inspection for concrete structures and related topics
    • Related Report
      2018 Research-status Report
    • Invited

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Published: 2017-04-28   Modified: 2024-01-30  

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