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Integrated Study from Experiment, Theory and Data Analysis on Emerging Mechanism of Collective Functions by Social Insects

Research Project

Project/Area Number 16H04035
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Biological physics/Chemical physics/Soft matter physics
Research InstitutionHiroshima University

Principal Investigator

Nishimori Hiraku  広島大学, 統合生命科学研究科(理), 教授 (50237749)

Co-Investigator(Kenkyū-buntansha) 粟津 暁紀  広島大学, 統合生命科学研究科(理), 准教授 (00448234)
秋野 順治  京都工芸繊維大学, 応用生物学系, 教授 (40414875)
中田 聡  広島大学, 統合生命科学研究科(理), 教授 (50217741)
末松 信彦  明治大学, 総合数理学部, 専任准教授 (80542274)
泉 俊輔  広島大学, 統合生命科学研究科(理), 教授 (90203116)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,550,000 (Direct Cost: ¥13,500,000、Indirect Cost: ¥4,050,000)
Fiscal Year 2019: ¥3,250,000 (Direct Cost: ¥2,500,000、Indirect Cost: ¥750,000)
Fiscal Year 2018: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2017: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Keywords自己組織化 / 社会性昆虫 / 自己駆動系 / ダイナミクス / 数理モデル / 群のダイナミクス / 集団行動 / 化学走性 / 非線形ダイナミクス / アリ集団 / 分業 / 群知能 / 集団運動 / 生物物理 / 統計力学 / 生体生命情報学 / 計算物理
Outline of Final Research Achievements

The purpose of this study was to clarify the mechanism of the sophisticated organizational behavior in ant colonies by combining experimental and theoretical methods. As a first step, we succeeded in constructing a new automatic measurement system in which we attached fine RFID tags to all ants in the colony and continuously recorded individual foraging behavior in PC for several months. After that, using this system, we obtained large-scale foraging behavioral data and clarified the followings; i) A hierarchical structure in which a large part of workload was carried by a small number of hard workers within the colony. ii) Hierarchical structure lasts for about a month, after which the working order changes significantly. iii) Swap is seen as a collective behavior of many individuals.

Academic Significance and Societal Importance of the Research Achievements

様々な昆虫の中でも脳が小さく,限定的な情報処理しかできないアリの個体たちが、コロニー全体の大域的状況(食料不足など)に応じて適切に行動し、群れ全体の維持と繁栄に必要な機能を生み出すための機構の追求は、人間社会におけるしなやかな組織形成や維持機構の理解にもつながる。本研究を通じて我々は、これまでのアリの行動研究の最大のネックとなってきた、大量の個体の長時間行動データ取得を可能にする測定システムの開発に成功し、組織的採餌行動の特徴を定量的に明らかにした。本研究の成果は今後、国内外の同様の研究を加速させるものと考えられる。

Report

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

    (54 results)

All 2020 2019 2018 2017 2016

All Journal Article (26 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 25 results,  Open Access: 12 results,  Acknowledgement Compliant: 1 results) Presentation (26 results) (of which Int'l Joint Research: 14 results,  Invited: 17 results) Book (1 results) Funded Workshop (1 results)

  • [Journal Article] Stabilization of a straight longitudinal dune under bimodal wind with large directional variation2020

    • Author(s)
      Nakao-Kusune Sachi、Sakaue Takahiro、Nishimori Hiraku、Nakanishi Hiizu
    • Journal Title

      Physical Review E

      Volume: 101 Issue: 1 Pages: 012903-012903

    • DOI

      10.1103/physreve.101.012903

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Simple Particle Model for Low-Density Granular Flow Interacting with Ambient Fluid2020

    • Author(s)
      Hirofumi Niiya, Akinori Awazu, Hiraku Nishimori
    • Journal Title

      Geosciences

      Volume: 10 Issue: 2 Pages: 69-69

    • DOI

      10.3390/geosciences10020069

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Characteristic nonlinear responses of a semiconductor gas sensor to hydrocarbons and alcohols under the combination of cyclic temperature and continuous flow2020

    • Author(s)
      Nakata Satoshi、Takahara Naho
    • Journal Title

      Sensors and Actuators B: Chemical

      Volume: 307 Pages: 127635-127635

    • DOI

      10.1016/j.snb.2019.127635

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On a simple model that explains inversion of a self-propelled rotor under periodic stop-and-release-operations2020

    • Author(s)
      Koyano Yuki、Kitahata Hiroyuki、Nakata Satoshi、Gorecki Jerzy
    • Journal Title

      Chaos: An Interdisciplinary Journal of Nonlinear Science

      Volume: 30 Issue: 2 Pages: 023105-023105

    • DOI

      10.1063/1.5140626

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Can simple physicochemical studies predict the effects of molecules on epidermal water‐impermeable barrier function?2020

    • Author(s)
      Denda Mitsuhiro、Umino Yuki、Kumazawa Noriyuki、Nakata Satoshi
    • Journal Title

      Experimental Dermatology

      Volume: 29 Issue: 4 Pages: 393-399

    • DOI

      10.1111/exd.14075

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Affinity of rhodopsin to raft enables the aligned oligomer formation from dimers: Coarse-grained molecular dynamics simulation of disk membranes2020

    • Author(s)
      Kaneshige Y, Hayashi F, Morigaki K, Tanimoto Y, Yamashita H, Fuji M, Awazu A.
    • Journal Title

      PLoS One

      Volume: 15 Issue: 2 Pages: e0226123-e0226123

    • DOI

      10.1371/journal.pone.0226123

    • NAID

      120006818744

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamical Quorum Sensing in Non-Living Active Matter2019

    • Author(s)
      Matsuda Yui、Ikeda Kota、Ikura Yumihiko、Nishimori Hiraku、Suematsu Nobuhiko J.
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 88 Issue: 9 Pages: 093002-093002

    • DOI

      10.7566/jpsj.88.093002

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Verification of mathematical models of response threshold through statistical characterisation of the foraging activity in ant societies2019

    • Author(s)
      Yamanaka Osamu、Shiraishi Masashi、Awazu Akinori、Nishimori Hiraku
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 1-8

    • DOI

      10.1038/s41598-019-45367-w

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Interfacial Dynamics in the Spontaneous Motion of an Aqueous Droplet2019

    • Author(s)
      Suematsu Nobuhiko J.、Saikusa Kazumi、Nagata Toshiki、Izumi Shunsuke
    • Journal Title

      Langmuir

      Volume: 35 Issue: 35 Pages: 11601-11607

    • DOI

      10.1021/acs.langmuir.9b01866

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Self-Propelled Motion of a Coumarin Disk Characteristically Changed in Couple with Hydrolysis on an Aqueous Phase2019

    • Author(s)
      Nakata Satoshi、Irie Yasutaka、Suematsu Nobuhiko J.
    • Journal Title

      The Journal of Physical Chemistry B

      Volume: 123 Issue: 19 Pages: 4311-4317

    • DOI

      10.1021/acs.jpcb.8b11534

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Chemical Wave Propagation in the Belousov?Zhabotinsky Reaction Controlled by Electrical Potential2019

    • Author(s)
      Kuze Masakazu、Horisaka Mari、Suematsu Nobuhiko J.、Amemiya Takashi、Steinbock Oliver、Nakata Satoshi
    • Journal Title

      The Journal of Physical Chemistry A

      Volume: 123 Issue: 23 Pages: 4853-4857

    • DOI

      10.1021/acs.jpca.9b02636

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Coupling of Two Microbeads Exhibiting Different Features of Oscillations in the Belousov-Zhabotinsky Reaction2019

    • Author(s)
      Kuze Masakazu、Hiranishi Yuri、Okamoto Yasunao、Shioi Akihisa、Nakata Satoshi
    • Journal Title

      Chemistry Letters

      Volume: 48 Issue: 8 Pages: 847-850

    • DOI

      10.1246/cl.190292

    • NAID

      130007687711

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Establishment of knockout adult sea urchins by using a CRISPR‐Cas9 system2019

    • Author(s)
      Daming Liu, Akinori Awazu, Tetsushi Sakuma, Takashi Yamamoto, Naoaki Sakamoto
    • Journal Title

      Development Growth and Regeneration

      Volume: 61 Issue: 6 Pages: 378-388

    • DOI

      10.1111/dgd.12624

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Histone Tail Dynamics in Partially Disassembled Nucleosomes During Chromatin Remodeling2019

    • Author(s)
      Takeru Kameda, Akinori Awazu, Yuichi Togashi
    • Journal Title

      Front. Mol. Biosci.

      Volume: 6 Pages: 133-133

    • DOI

      10.3389/fmolb.2019.00133

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identification of methyl 6-methylsalicylate as the trail pheromone of the Japanese pavement ant Tetramorium tsushimae (Hymenoptera: Formicidae)2019

    • Author(s)
      Nakamura, T., Harada, K. & Akino, T
    • Journal Title

      Appl Entomol Zool

      Volume: 54 Issue: 3 Pages: 297-305

    • DOI

      10.1007/s13355-019-00626-0

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Diverse stochasticity leads a colony of ants to optimal foraging2019

    • Author(s)
      Shiraishi Masashi、Takeuchi Rito、Nakagawa Hiroyuki、Nishimura Shin I、Awazu Akinori、Nishimori Hiraku
    • Journal Title

      Journal of Theoretical Biology

      Volume: 465 Pages: 7-16

    • DOI

      10.1016/j.jtbi.2019.01.002

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Synchronization of self-propelled soft pendulums2018

    • Author(s)
      Elliott Ginder, Katsuhiko Kayahara, Masakazu Kuze, Satoshi Nakata, Masaharu Nagayama, Hiraku Nishimori
    • Journal Title

      Soft Matter

      Volume: 14 Issue: 19 Pages: 3791-3798

    • DOI

      10.1039/c8sm00517f

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Reciprocating Motion of a Self-Propelled Rotor Induced by Forced Halt and Release Operations2018

    • Author(s)
      Nakata Satoshi、Kayahara Katsuhiko、Yamamoto Hiroya、Skrobanska Paulina、Gorecki Jerzy、Awazu Akinori、Nishimori Hiraku、Kitahata Hiroyuki
    • Journal Title

      The Journal of Physical Chemistry C

      Volume: 122 Issue: 6 Pages: 3482-3487

    • DOI

      10.1021/acs.jpcc.7b12089

    • Related Report
      2018 Annual Research Report 2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Evolution of Self-Propelled Objects: From the Viewpoint of Nonlinear Science2018

    • Author(s)
      Suematsu Nobuhiko J.、Nakata Satoshi
    • Journal Title

      Chemistry - A European Journal

      Volume: 24 Issue: 24 Pages: 6308-6324

    • DOI

      10.1002/chem.201705171

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Combined use of two defensive traits in pupae of Scymnus posticalis ladybirds2018

    • Author(s)
      Mizuno T, Hayashi M, Akino T
    • Journal Title

      Ethology (印刷中)

      Volume: in press

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Collective behavior of camphor floats migrating on the water surface2017

    • Author(s)
      H. Nishimori, N. J. Suematsu, S. Nakata
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 86 Issue: 10 Pages: 1-9

    • DOI

      10.7566/jpsj.86.101012

    • NAID

      210000134528

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Perspective for Understanding Switching of Primarily Usage of Localization Information in Foraging Ants2017

    • Author(s)
      山中 治、粟津 暁紀、西森 拓
    • Journal Title

      Journal of the Robotics Society of Japan

      Volume: 35 Issue: 6 Pages: 444-447

    • DOI

      10.7210/jrsj.35.444

    • NAID

      130005973788

    • ISSN
      0289-1824, 1884-7145
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The Flux of Euglena gracilis Cells Depends on the Gradient of Light Intensity2016

    • Author(s)
      T. Ogawa, E. Shoji, N. J. Suematsu, H. Nishimori, S. Izumi, A. Awazu and M. Iima
    • Journal Title

      PLoS ONE

      Volume: 11 Issue: 12 Pages: e0168114-e0168114

    • DOI

      10.1371/journal.pone.0168114

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Acceleration or deeleration of self-motion by the Marangoni effect2016

    • Author(s)
      Yui Matsuda, Nobuhiko J. Suematsu, Hiroyuki Kitahata, Yumihiko S.Ikura, Satoshi Nakata
    • Journal Title

      Chemical Physics Letters

      Volume: 654 Pages: 92-96

    • DOI

      10.1016/j.cplett.2016.05.008

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Excluded volume effect enhances the homology pairing of model chromosomes2016

    • Author(s)
      Kazunori Takamiya, Keisuke Yamamoto, Shuhei Isami, Hiraku Nishimori, and Akinori Awazu
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 7 Issue: 2 Pages: 66-75

    • DOI

      10.1587/nolta.7.66

    • NAID

      130005142592

    • ISSN
      2185-4106
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] アリの採餌経路決定 における優先情報の切り替え2016

    • Author(s)
      西森拓、荻原悠祐
    • Journal Title

      昆虫と自然

      Volume: 51 Pages: 36-38

    • Related Report
      2016 Annual Research Report
  • [Presentation] 賢くない個体達による賢い組織づくり2020

    • Author(s)
      西森拓
    • Organizer
      CREST・さきがけ・AIMaP合同シンポジウム「数学パワーが世界を変える2020」
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Intelligent Group Behavior by Unintelligent Individuals: Autonomous Task Allocation Dynamics of Foraging Ants2019

    • Author(s)
      Hiraku Nishimori
    • Organizer
      ICMMA 2019 International Conference on "Spatio-temporal patterns on various levels of the hierarchy of life"
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Self-Propelled Droplets with Internal Chemical States2019

    • Author(s)
      NobuhikovJ. Suematsu
    • Organizer
      ICMMA 2019 International Conference on "Spatio-temporal patterns on various levels of the hierarchy of life"
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spontaneous Droplet Motion Driven by an Interfacial Chemical Reaction of Surfactants2019

    • Author(s)
      NobuhikovJ. Suematsu
    • Organizer
      Okinawa Colloids 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] On the autonomous task allocation of ants2019

    • Author(s)
      Hiraku Nishimori
    • Organizer
      Roles of Heterogeneity in Non-equilibrium collective dynamics (RHINO 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] アリの採餌におけるエラー戦略2019

    • Author(s)
      西森拓
    • Organizer
      第2回松江数理生物学・ 現象数理学ワークショップ
    • Related Report
      2019 Annual Research Report
  • [Presentation] 界面現象による空間パターン形成2019

    • Author(s)
      末松信彦
    • Organizer
      油化学若手の会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Self-propelled objects with high autonomy for transportation2019

    • Author(s)
      Satoshi Nakata
    • Organizer
      3rd edition of Global Conferences on Pharmaceutics and Drug Delovery Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] nsulator Activities of Nucleosome-Excluding DNA Sequences Without Chromatin Loop Form2019

    • Author(s)
      Akinori Awazu
    • Organizer
      The 57th Annual Meeting of Biophysical Society of Japan(
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Relationship of between circadian rhythm and a social interaction of ants, Camponotus Japonicus2019

    • Author(s)
      Takumi Odan, Osamu Yamanaka, Masashi Shiraishi, Akinori Awazu, Hiraku Nishimori
    • Organizer
      ICMMA 2019 International Conference on "Spatio-temporal patterns on various levels of the hierarchy of life"
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] On Autonomous Workload Compensation in Ant Colonies2019

    • Author(s)
      Hiraku Nishimori
    • Organizer
      The 5th Workshop on Self-Organization and Robustness of Evolving Many-Body Systems
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Intelligenet Group by Innocent Individuals: Autonomous Task Allocation Dynamics of Foraging Ant2018

    • Author(s)
      Hiraku Nishimori
    • Organizer
      The 6th International Workshop on Physics of Social Complexity, Pohang,Korea
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Investigating Dynamics of Sand Dunes Using Combination of Lattice-Boltzmann Method and Sand-Particles-in-Cell Model2018

    • Author(s)
      Hiraku Nishimori
    • Organizer
      Workshop on SNOW PHYSICS, Niseko, Hokkaido
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] 賢くない個体達による知的な集団行動―アリ社会における自律的分業の発生と維持の機構―2018

    • Author(s)
      西森拓
    • Organizer
      群体数理技術検討会, 名古屋
    • Related Report
      2018 Annual Research Report
  • [Presentation] 個体認証計測に基づくアリの組織的行動の解明2018

    • Author(s)
      西森拓
    • Organizer
      散逸構造、カオス、複雑系 シンポジウム
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] アリの採餌における動員のダイナミクスと労働階層発現のモデル2018

    • Author(s)
      門田梨歩, 山中治, 白石允梓, 粟津暁紀, 西森拓
    • Organizer
      日本物理学会2018年秋季大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Intelligent Group Behavior by Unintelligent Individuals: Autonomous Task Allocation Dynamics of Foraging Ants2017

    • Author(s)
      Hiraku Nishimori
    • Organizer
      The 2nd Workshop on Self-Organization and Robustness of Evolving Many-Body Systems
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 賢くない個体たちによる知的な集団行動 -- アリの集団採餌における自律的分業--2017

    • Author(s)
      西森拓
    • Organizer
      第37回エアロ・アクアバイオメカニズム学会定例講演会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] アリの集団採餌―自律的制御による分業ダイナミクス2017

    • Author(s)
      西森 拓
    • Organizer
      第1回松江数理生物学・現象数理学ワークショップ
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Situation-Dependent Task Allocation in Camponotus japonicus2017

    • Author(s)
      Masahiro Nakao, Osamu Yamanaka, Masashi Shiraishi, Akinori Awazu, Hiraku Nishimori
    • Organizer
      SWARM 2017The 2nd International Symposium on Swarm Behavior and Bio-Inspired Robotics
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis on Activity Statistics and Its Dependence on Spatial Location in the Nest using RFID Sensors in Campnotus janpnicus2017

    • Author(s)
      Masashi Shiraishi,Osamu Yamanaka, Akinori Awazu, Hiraku Nishimori
    • Organizer
      SWARM 2017:The 2nd International Symposium on Swarm Behavior and Bio-Inspired Robotics,
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intelligent Group Behavior by Innocent Individuals: Autonomous Task Allocation DYnamics of Foraging Ants2016

    • Author(s)
      Hiraku Nishimori
    • Organizer
      科研費補助金新学術領域「ゆらぎと構造の協奏」第3回領域研究会
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Intelligent Group by Innocent Individuals: Autonomous Task Allocation Dynamics of Foraging Ant2016

    • Author(s)
      Hiraku Nishimori
    • Organizer
      The 1st Workshop on Self-Organization and Robustness of Evolving Many-Body Systems
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 小さなアリたちが築く賢い社会 -アリの行動実験と数理科学的アプローチ-2016

    • Author(s)
      西森拓
    • Organizer
      2016武蔵野大学数理工学シンポジウム
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Dynamical aspects of group foraging of ants2016

    • Author(s)
      Hiraku Nishimori
    • Organizer
      The 3rd International Workshop on Physics of Social Complexity
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] アリ集団の採餌ダイナミクス--自律的分業とゆらぎの利用--2016

    • Author(s)
      西森拓
    • Organizer
      AICSシンポジウム「群れ」
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Book] Self-organized Motion : Physicochemical Design based on Nonlinear Dynamics2018

    • Author(s)
      Satoshi Nakata et al.
    • Total Pages
      371
    • Publisher
      Royal Society of Chemistry
    • Related Report
      2018 Annual Research Report
  • [Funded Workshop] Workshop on Interdiciplinary Applications of Nonlinear Science2016

    • Related Report
      2016 Annual Research Report

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Published: 2016-04-21   Modified: 2021-02-19  

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