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Understanding strengthening in mille-feuille structures via mesoscale modeling of structural and material instabilities

Publicly Offered Research

Project AreaMaterials science on mille-feullie structure -Developement of next-generation structural materials guided by a new strengthen principle-
Project/Area Number 21H00102
Research Category

Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)

Allocation TypeSingle-year Grants
Review Section Science and Engineering
Research InstitutionKyushu University

Principal Investigator

Cesana Pierluigi  九州大学, マス・フォア・インダストリ研究所, 准教授 (60771532)

Project Period (FY) 2021-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2022: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2021: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywordsdisclination / kink formation / calculus of variations / solid mechanics / Disclinations / Kink formation / Calculus of Variations / Solid Mechanics / Plasticity
Outline of Research at the Start

To understand the interplay of micro-scale defects (such as disclinations and dislocations) and macro-scale phenomena (such as strain-bands and kinks) in metals with mille-feuille structures. Ultimately, to understand the interplay of disclinations and kinks on materials strengthening.

Outline of Annual Research Achievements

FY22. Completed the micro-scale modeling of finite systems of disclination and dislocations, including disclination dipoles, which are proxy for kinks. Clarified the influence of geometrical parameters of the system on energy scalings. Computed effective energies with Gamma-convergence (1 paper published).
Developed computer programs and run simulations for tensile tests of metals in various crystal symmetries. Clarified qualitatively (in terms of phase diagrams) and quantitatively (in terms of bifurcation parameters) the dependence of kink morphologies on the symmetry of the lattice (square vs. hexagonal) and of the domain aspect ratio (1 paper in preparation). Additionally, developed a numerical platform blending Density Functional Theory, Machine Learning and Genetic Algorithms to optimize the topological and geometrical properties of functional molecules (1 paper published). This platform can find an application in the design of better materials (including metal alloys) for specific applications by tailoring the pattern of lattice defects.

Research Progress Status

令和4年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

令和4年度が最終年度であるため、記入しない。

Report

(2 results)
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • Research Products

    (20 results)

All 2024 2023 2022 2021 Other

All Int'l Joint Research (3 results) Journal Article (4 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 4 results,  Open Access: 3 results) Presentation (13 results) (of which Int'l Joint Research: 7 results,  Invited: 9 results)

  • [Int'l Joint Research] University of Padua/Politecnico di Torino(イタリア)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] University of Oxford(英国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Technical University of Turin/University of Padua/National Council of Research, Rome(イタリア)

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Semidiscrete Modeling of Systems of Wedge Disclinations and Edge Dislocations via the Airy Stress Function Method2024

    • Author(s)
      Cesana Pierluigi、De Luca Lucia、Morandotti Marco
    • Journal Title

      SIAM Journal on Mathematical Analysis

      Volume: 56 Issue: 1 Pages: 79-136

    • DOI

      10.1137/22m1523443

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Fully Automatized Optimization of Ring-Opening Reactions in Lactone Derivatives via Two-Step Machine Learning2023

    • Author(s)
      Nguyen Linh Thi Hoai、Fukumoto Yasuhide、Cesana Pierluigi、Staykov Aleksandar
    • Journal Title

      The Journal of Physical Chemistry A

      Volume: 127 Issue: 48 Pages: 10159-10170

    • DOI

      10.1021/acs.jpca.3c05887

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A probabilistic model for interfaces in a martensitic phase transition2022

    • Author(s)
      Cesana Pierluigi, Ben Hambly
    • Journal Title

      Journal of Applied Probability

      Volume: -

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Machine Learning in Materials Chemistry: An Invitation2022

    • Author(s)
      Daniel Packwood, Linh Thi Hoai Nguyen, Pierluigi Cesana, Guoxi Zhang, Aleksandar Staykov, Yasuhide Fukumoto, Dinh Hoa Nguyen
    • Journal Title

      Machine Learning with Applications

      Volume: proposer and supervisor Pages: 100265-100265

    • DOI

      10.1016/j.mlwa.2022.100265

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Mesoscale modeling of systems of planar wedge disclinations and edge dislocations via the Airy Stress Function method2024

    • Author(s)
      Pierluigi Cesana
    • Organizer
      Seminar at Deakin University
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Fully automatized optimization of ring-opening reactions in lactones via 2-step machine learning2024

    • Author(s)
      Pierluigi Cesana
    • Organizer
      I2CNER-IMI Joint International Workshop, Fukuoka
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Fully automatized optimization of ring-opening reactions in lactones via 2-step machine learning2024

    • Author(s)
      Pierluigi Cesana
    • Organizer
      ANZIAM Conference, Adelaide
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Semi-discrete models of planar disclinations and dislocations2023

    • Author(s)
      Pierluigi Cesana
    • Organizer
      Seminar at California Institute of Technology, Division of Mechanical Engineering
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Fully automatized optimization of ring-opening reactions in lactones via 2-step machine learning2023

    • Author(s)
      Pierluigi Cesana
    • Organizer
      Seminar at Swinburne University of Technology, Department of Mathematics
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Fully automatized optimization of ring-opening reactions in lactones via 2-step machine learning2023

    • Author(s)
      Pierluigi Cesana
    • Organizer
      JSPS-AAA Annual Workshop, Australian Academy of Science, Canberra
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mathematical modeling and design of materials at the meso and nanoscale.2022

    • Author(s)
      Pierluigi Cesana
    • Organizer
      Warwick University
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Mesoscale modeling of kinks2022

    • Author(s)
      Pierluigi Cesana
    • Organizer
      Tokyo MFS end of year conference
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Mesoscale models of planar disclinations2022

    • Author(s)
      Pierluigi Cesana
    • Organizer
      ANZIAM Conference, on-line
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mesoscale modeling of kinks2021

    • Author(s)
      Pierluigi Cesana
    • Organizer
      MFS study Group
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Mathematical modeling of planar disclinations2021

    • Author(s)
      Pierluigi Cesana
    • Organizer
      ICCPM21, Shanghai University, on-line
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mathematical models and ideas for disclinations. Mini-symposium on Phase Transformations2021

    • Author(s)
      Pierluigi Cesana
    • Organizer
      ICTAM 2020+1, invited seminar, on-line
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Mesoscale modeling of kinks2021

    • Author(s)
      Pierluigi Cesana
    • Organizer
      MesoMg2021 Conference, Montreal, Canada, contributed talk, on-line.
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research

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Published: 2021-04-28   Modified: 2024-12-25  

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