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Fusion and evolution of asymptotic analysis and geometric analysis in partial differential equations

Research Project

Project/Area Number 15H02058
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Mathematical analysis
Research InstitutionThe University of Tokyo (2017-2019)
Tohoku University (2015-2016)

Principal Investigator

Ishige Kazuhiro  東京大学, 大学院数理科学研究科, 教授 (90272020)

Co-Investigator(Kenkyū-buntansha) 川上 竜樹  龍谷大学, 理工学部, 教授 (20546147)
石渡 通徳  大阪大学, 基礎工学研究科, 教授 (30350458)
岡部 真也  東北大学, 理学研究科, 准教授 (70435973)
小川 卓克  東北大学, 理学研究科, 教授 (20224107)
小池 茂昭  東北大学, 理学研究科, 教授 (90205295)
Project Period (FY) 2015-04-01 – 2020-03-31
Project Status Discontinued (Fiscal Year 2019)
Budget Amount *help
¥41,340,000 (Direct Cost: ¥31,800,000、Indirect Cost: ¥9,540,000)
Fiscal Year 2019: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2018: ¥7,800,000 (Direct Cost: ¥6,000,000、Indirect Cost: ¥1,800,000)
Fiscal Year 2017: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Fiscal Year 2016: ¥10,140,000 (Direct Cost: ¥7,800,000、Indirect Cost: ¥2,340,000)
Fiscal Year 2015: ¥9,750,000 (Direct Cost: ¥7,500,000、Indirect Cost: ¥2,250,000)
Keywords漸近解析 / 形状解析 / 非線形問題 / 拡散方程式 / 解析学 / 非線形解析
Outline of Final Research Achievements

We developed the arguments in geometric analysis and asymptotic analysis, and studied power concavity properties of solutions and singular phenomena such as blow-up phenomena. Furthermore, we established a new method to study asymptotic analysis which is applicable to fractional heat equations. More precisely, we studied the following topics:
(1) Power concavity of solutions; (2) Solvability of nonlinear elliptic equations with dynamical boundary conditions; (3) Initial trace of solutions to nonlinear diffusion equations; (4) Blow-up set for systems of nonlinear heat equations; (5) Asymptotic analysis for the heat equation with a potential and its applications; (6) Higher order asymptotic analysis for fractional heat equations.

Academic Significance and Societal Importance of the Research Achievements

偏微分方程式、特に楕円型方程式や放物型方程式の解の形状解析、漸近解析は解が記述する現象について基本的な情報を与える。本研究課題では、近年、研究の必要性が問われている動的境界条件や分数冪拡散方程式も対象にしながら、当該研究グループ独自の形状解析及び漸近解析の手法を確立し、様々な解の形状解析、漸近解析を行ってきた。また、それらを応用・発展させ、従来では為し得なかった非線形現象の解明や新しい現象の発見も行っており、それらの学術的価値は高いと考える。また、当該研究は、動的境界条件や分数冪拡散方程式の研究に対する社会的必要性もあり、数学に限らない関連研究分野の基礎的知見を与えるものと考える。

Report

(5 results)
  • 2019 Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (64 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (3 results) Journal Article (31 results) (of which Int'l Joint Research: 11 results,  Peer Reviewed: 31 results,  Open Access: 6 results,  Acknowledgement Compliant: 9 results) Presentation (15 results) (of which Int'l Joint Research: 13 results,  Invited: 15 results) Book (1 results) Remarks (2 results) Funded Workshop (12 results)

  • [Int'l Joint Research] Universita degli Studi di Firenze/Politecnico di Milano(イタリア)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Universita degli Studi di Firenze/Politecnico di Milano(イタリア)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Universita degli Studi di Firenze(Italy)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] Large time behavior of solutions of the heat equation with inverse square potential2018

    • Author(s)
      K. Ishige and A. Mukai
    • Journal Title

      Discrete Contin. Dyn. Syst.

      Volume: 38 Issue: 8 Pages: 4041-4069

    • DOI

      10.3934/dcds.2018176

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Existence of solutions for a fractional semilinear parabolic equation with singular initial data2018

    • Author(s)
      K. Hisa and K. Ishige
    • Journal Title

      Nonlinear Anal.

      Volume: 175 Pages: 108-132

    • DOI

      10.1016/j.na.2018.05.011

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stability analysis on a hybrid PDE-ODE system describing intermittent hormonal therapy of prostate cancer2018

    • Author(s)
      Hiruko Kurumi、Okabe Shinya
    • Journal Title

      Mathematical Models and Methods in Applied Sciences

      Volume: 28 Issue: 03 Pages: 487-523

    • DOI

      10.1142/s0218202518500136

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Controllability of hybrid PDE‐ODE systems with structural instability and applications to mathematical models on intermittent hormonal therapy for prostate cancer2018

    • Author(s)
      Hiruko Kurumi、Okabe Shinya
    • Journal Title

      Mathematical Methods in the Applied Sciences

      Volume: 41 Issue: 17 Pages: 8229-8247

    • DOI

      10.1002/mma.5284

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An exterior nonlinear elliptic problem with a dynamical boundary condition2017

    • Author(s)
      Marek Fila, Kazuhiro Ishige and Tatsuki Kawakami
    • Journal Title

      Rev. Mat. Complut.

      Volume: - Issue: 2 Pages: 281-312

    • DOI

      10.1007/s13163-017-0225-6

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Asymptotic expansions of solutions of fractional diffusion equations2017

    • Author(s)
      K. Ishige, T. Kawakami and H. Michihisa
    • Journal Title

      SIAM Journal on Mathematical Analysis

      Volume: 49 Issue: 3 Pages: 2167-2190

    • DOI

      10.1137/16m1101428

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The heat kernel of a Schroedinger operator with inverse square potential2017

    • Author(s)
      K. Ishige, Y. Kabeya, E. Ouhabaz
    • Journal Title

      Proceedings of the London Mathematical Society

      Volume: 115 Issue: 2 Pages: 381-410

    • DOI

      10.1112/plms.12041

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Blow-up set of type I blowing up solutions for nonlinear parabolic systems2017

    • Author(s)
      Fujishima Yohei、Ishige Kazuhiro、Maekawa Hiroki
    • Journal Title

      Mathematische Annalen

      Volume: 369 Issue: 3-4 Pages: 1491-1525

    • DOI

      10.1007/s00208-016-1498-7

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A natural approach to the asymptotic mean value property for the p-Laplacian2017

    • Author(s)
      Ishiwata Michinori、Magnanini Rolando、Wadade Hidemitsu
    • Journal Title

      Calculus of Variations and Partial Differential Equations

      Volume: 56 Issue: 4 Pages: 56-97

    • DOI

      10.1007/s00526-017-1188-7

    • NAID

      120006343950

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Stability and instrability of solutions to drift-diffusion equations2017

    • Author(s)
      T. Ogawa, H. Wakui
    • Journal Title

      Evol. Equations Control Theor.

      Volume: 6 no. 4 Issue: 4 Pages: 587-597

    • DOI

      10.3934/eect.2017029

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Maximum principle for Pucci equations with sublinear growth in Du and its applications2017

    • Author(s)
      S. Koike and T. Kosugi
    • Journal Title

      Nonlinear Analysis

      Volume: 印刷中 Pages: 1-15

    • DOI

      10.1016/j.na.2017.03.018

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Convergence to equilibrium of gradient flows defined on planar curves2016

    • Author(s)
      Matteo Novaga, Shinya Okabe
    • Journal Title

      J. Reine Angew. Math.

      Volume: 未定 Issue: 733 Pages: 87-119

    • DOI

      10.1515/crelle-2015-0001

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Minimal solutions of a semilinear elliptic equation with a dynamical boundary condition2016

    • Author(s)
      Marek Fila, Kazuhiro Ishige, and Tatsuki Kawakami
    • Journal Title

      Journal de Mathematiques Pures et Appliquees

      Volume: 印刷中 Issue: 6 Pages: 788-809

    • DOI

      10.1016/j.matpur.2015.11.014

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] The Phragmen-Lindelof theorem for a fully nonlinear elliptic problem with a dynamical boundary condition2016

    • Author(s)
      Ishige Kazuhiro、Nakagawa Kazushige
    • Journal Title

      Springer Proceedings in Mathematics & Statistics

      Volume: 176 Pages: 159-171

    • DOI

      10.1007/978-3-319-41538-3_10

    • ISBN
      9783319415369, 9783319415383
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Blow-up behavior of solutions to a degenerate parabolic-parabolic Keller-Segel system2016

    • Author(s)
      K. Ishige, Ph. Laurencot, N. Mizoguchi
    • Journal Title

      Math. Ann.

      Volume: - Issue: 1-2 Pages: 461-499

    • DOI

      10.1007/s00208-016-1400-7

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Supersolutions for a class of nonlinear parabolic systems2016

    • Author(s)
      Kazuhiro Ishige, Tatsuki Kawakami and Nikolaj Sierzega
    • Journal Title

      J. Differential Equations

      Volume: 260 Issue: 7 Pages: 6084-6107

    • DOI

      10.1016/j.jde.2015.12.031

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Uniqueness theorem on weak solutions to the Keller-Segel system of degenerate and singular types2016

    • Author(s)
      T.Kawakami; Y.Sugiyama
    • Journal Title

      J. Differential Equations

      Volume: 260 Issue: 5 Pages: 4683-4716

    • DOI

      10.1016/j.jde.2015.11.021

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Higher order asymptotic expansions to the solutions for a nonlinear damped wave equation2016

    • Author(s)
      Tatsuki Kawakami and Hiroshi Takeda
    • Journal Title

      Nonlinear Differ. Equ. Appl.

      Volume: 23 Issue: 5 Pages: 1-30

    • DOI

      10.1007/s00030-016-0408-8

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Non-uniform bound and finite time blow up for solutions to a drift-diffusion equation in higher dimensions2016

    • Author(s)
      T. Ogawa and Y. Wakui
    • Journal Title

      Anal. Appl.

      Volume: 14 Issue: 01 Pages: 145-183

    • DOI

      10.1142/s0219530515400060

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Global Existence of Solutions to a Parabolic-Elliptic System of Drift-Diffusion Type in <b><i>R</i></b><sup>2</sup>2016

    • Author(s)
      Nagai Toshitaka、Ogawa Takayoshi
    • Journal Title

      Funkcialaj Ekvacioj

      Volume: 59 Issue: 1 Pages: 67-112

    • DOI

      10.1619/fesi.59.67

    • NAID

      130005145540

    • ISSN
      0532-8721
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Finite time blow up for a solution to system Of the drift-diffusion equations in higher dimensions,2016

    • Author(s)
      Masaki Kurokiba, Takayoshi Ogawa
    • Journal Title

      Mathematische Zeitschrift

      Volume: 0 Issue: 1-2 Pages: 0-0

    • DOI

      10.1007/s00209-016-1654-5

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A Note on the Scale Invariant Structure of Critical Hardy Inequalities2016

    • Author(s)
      N. Ioku and M. Ishiwata
    • Journal Title

      Geometric Properties for Parabolic and Elliptic PDE's, Springer Proceedings in Mathematics & Statistics

      Volume: 176 Pages: 97-120

    • DOI

      10.1007/978-3-319-41538-3_7

    • ISBN
      9783319415369, 9783319415383
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The two-obstacle problem for the biharmonic parabolic equation2016

    • Author(s)
      Matteo Novaga, Shinya Okabe
    • Journal Title

      Nonlinear Analysis: Theory, Methods and Applications

      Volume: 136 Pages: 215-233

    • DOI

      10.1016/j.na.2016.02.004

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Dynamical aspects of a hybrid system describing Intermittent androgen suppression therapy of prostate cancer2016

    • Author(s)
      Hiruko Kurumi、Okabe Shinya
    • Journal Title

      Springer Proceedings in Mathematics & Statistics

      Volume: 176 Pages: 191-230

    • DOI

      10.1007/978-3-319-41538-3_12

    • ISBN
      9783319415369, 9783319415383
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Entire solutions of fully nonlinear elliptic equations with a superlinear gradient term2016

    • Author(s)
      G. Galise, S. Koike, O. Ley, A. Vitolo
    • Journal Title

      Journal of Mathematical Analysis and Applications

      Volume: 441 Issue: 1 Pages: 194-210

    • DOI

      10.1016/j.jmaa.2016.03.083

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Sharp decay estimates in Lorentz spaces for nonnegative Schrodinger heat semigroups2015

    • Author(s)
      Norisuke Ioku, K. Ishige and E. Yanagida
    • Journal Title

      J. Math. Pures Appl.

      Volume: 103(4) Issue: 4 Pages: 900-923

    • DOI

      10.1016/j.matpur.2014.09.006

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Existence of positive solutions of a semilinear elliptic equation with a dynamical boundary condition2015

    • Author(s)
      M.Fila, K. Ishige, T. Kawakami
    • Journal Title

      Calculus of Variations and Partial Differential Equations

      Volume: 54 Issue: 2 Pages: 2059-2078

    • DOI

      10.1007/s00526-015-0856-8

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Positive solutions of a semilinear elliptic equation with singular Dirichlet boundary data2015

    • Author(s)
      M. Fila, K. Ishige and T. Kawakami
    • Journal Title

      J. Elliptic Parabol. Equ.

      Volume: 1

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Two dimensional drift-diffusion system in a critical weighted space2015

    • Author(s)
      M. Kurokiba and T. Ogawa
    • Journal Title

      Differential Integral Equations

      Volume: 28

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] When does the heat equation have a solution with a sequence of similar level sets?2015

    • Author(s)
      Tatsuki Kawakami and Shigeru Sakaguchi
    • Journal Title

      Annali di Matematica Pura ed Applicata

      Volume: 印刷中 Issue: 6 Pages: 1595-1605

    • DOI

      10.1007/s10231-014-0435-1

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] On a variational problem associated with a Hardy type inequality involving a mean oscillation2015

    • Author(s)
      N. Ioku, and M. Ishiwata
    • Journal Title

      Calc. Var. Partial Differential Equations

      Volume: 54 Issue: 4 Pages: 3949-3966

    • DOI

      10.1007/s00526-015-0927-x

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Presentation] A supercritical scalar field equation with a forcing term2018

    • Author(s)
      Ishige Kazuhiro
    • Organizer
      RIMS研究集会 ``偏微分方程式の解の形状解析"
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 放物型方程式の解の冪凸性2018

    • Author(s)
      Ishige Kazuhiro
    • Organizer
      東京大学大学院数理科学研究科談話会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] To Logconcavity and beyond2018

    • Author(s)
      Ishige Kazuhiro
    • Organizer
      Viscosity Solutions and Related Topics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Finsler heat equation with growing initial data2017

    • Author(s)
      石毛和弘
    • Organizer
      5th Italian-Japanese workshop on geometric properties for parabolic and elliptic PDE's
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Asymptotic expansions of solutions of fractional diffusion equations2017

    • Author(s)
      石毛和弘
    • Organizer
      Equadiff 2017 Minisymposium ``Asymptotic analysis of nonlinear parabolic equations"
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Large time behavior of solutions of the heat equation with inverse square potential2017

    • Author(s)
      石毛和弘
    • Organizer
      Geometric aspects of PDE's
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The Cauchy problem for the Finsler heat equation2017

    • Author(s)
      石毛和弘
    • Organizer
      Metrics and Measures
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Solvability of the heat equation with a nonlinear boundary condition2017

    • Author(s)
      石毛和弘
    • Organizer
      Mathematical Analysis on Nonlinear PDEs
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The heat kernel of a Schrodinger operator with inverse square potential2017

    • Author(s)
      石毛和弘
    • Organizer
      Dirichlet forms and their geometry
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Supersolutions of nonlinear parabolic systems and their applications2016

    • Author(s)
      石毛和弘
    • Organizer
      第41回偏微分方程式札幌シンポジウム
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Supersolutions of nonlinear parabolic systems and their applications2016

    • Author(s)
      石毛和弘
    • Organizer
      7th Euro-Japanese Workshop on Blow-up
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Supersolutions of nonlinear parabolic systems and their applications2016

    • Author(s)
      石毛和弘
    • Organizer
      Partial Differential Equations and Related Topics
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Minimal solutions of a semilinear elliptic equation with a dynamical boundary condition2016

    • Author(s)
      Kazuhiro Ishige
    • Organizer
      Variational Problems and Nonlinear Partial Differential Equations 2016
    • Place of Presentation
      東京理科大学
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Power concavity in weakly coupled elliptic and parabolic systems2015

    • Author(s)
      Kazuhiro Ishige
    • Organizer
      パターン生成とダイナミクスの解構造の探求
    • Place of Presentation
      北海道大学
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Minimal solutions of a semilinear elliptic equation with a dynamical boundary condition2015

    • Author(s)
      Kazuhiro Ishige
    • Organizer
      3rd Chile-Japan Workshop on Nonlinear PDEs
    • Place of Presentation
      大阪大学
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Book] Geometric Propertties for Parabolic and Elliptic PDE's2016

    • Author(s)
      Gazzola Filippo 、Ishige Kazuhiro、Nitsch Carlo、 Salani Paolo
    • Total Pages
      288
    • Publisher
      Springer International Publishing Switzerland
    • ISBN
      9783319415383
    • Related Report
      2016 Annual Research Report
  • [Remarks] https://www.ms.u-tokyo.ac.jp/teacher/ishige.html

    • Related Report
      2018 Annual Research Report
  • [Remarks]

    • URL

      http://www.ms.u-tokyo.ac.jp/teacher/ishige.html

    • Related Report
      2017 Annual Research Report
  • [Funded Workshop] 8th Euro-Japanese Workshop on Blow-up2018

    • Related Report
      2018 Annual Research Report
  • [Funded Workshop] Workshop on Nonlinear Parabolic PDEs2018

    • Related Report
      2018 Annual Research Report
  • [Funded Workshop] Metrics and Measures2018

    • Related Report
      2017 Annual Research Report
  • [Funded Workshop] Equadiff 2017 Minisymposium ``Asymptotic analysis of nonlinear parabolic equations"2017

    • Related Report
      2017 Annual Research Report
  • [Funded Workshop] Mathematical analysis on nonlinear PDEs2017

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] 楕円型・放物型微分方程式研究集会2016

    • Place of Presentation
      大阪市立大学
    • Year and Date
      2016-03-04
    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] 第17回北東数学解析研究会2016

    • Place of Presentation
      北海道大学
    • Year and Date
      2016-02-15
    • Related Report
      2015 Annual Research Report
  • [Funded Workshop] PDE Workshop at Senda2016

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] Qualitative properties of solutions of nonlinear PDE's2016

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] 7th Euro-Japanese Workshop on Blow-up2016

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] Geometry of solutions of PDE's and its related reverse problem2016

    • Related Report
      2016 Annual Research Report
  • [Funded Workshop] 4th Italian-Japanese workshop on geometric properties for parabolic and elliptic PDE's2015

    • Place of Presentation
      Palinuro, Italy
    • Year and Date
      2015-05-25
    • Related Report
      2015 Annual Research Report

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Published: 2015-04-16   Modified: 2022-11-04  

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