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Minimal Physical Model of Crawling and Dividing Cells

Research Project

Project/Area Number 17K17825
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Biological physics/Chemical physics/Soft matter physics
Mathematical physics/Fundamental condensed matter physics
Research InstitutionKyoto University

Principal Investigator

Molina John  京都大学, 工学研究科, 助教 (20727581)

Project Period (FY) 2017-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2019: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
KeywordsCrawling Cells / Dividing Cells / Mechanosenstitivity / Contact Inhibition / Machine Learning / Constitutive Relations / Multi-Scale Simulations / Optimal Control / machine learning / constitutive relations / multi-scale simulations / cell migration / cell proliferation / crawling cells / mechanosensitivity / fast-crawling cells / substrate crawling / phase field modeling / Active Matter / Cell Motility
Outline of Final Research Achievements

In purpose of this study is to clarify how crawling cells respond to signals from their environment. First, a detailed cell model, which accounts for the deformable shape, the propulsion and the adhesions to the substrate, was used to study the cell-specific reorientation on cyclically-stretched substrates. We found that any asymmetry during extension/compression can be used to align the cells parallel/perpendicular to the stretching. As observed experimentally, this response depends strongly on the frequency. Second, a minimal physical model was used to study the collective motion of crawling and dividing cells. We found that local mechanical interactions, which couple to the shape, motility, and division, can explain the large-scale collective motion seen experimentally.

Academic Significance and Societal Importance of the Research Achievements

We have developed physical models that can be used to understand the way in which interactions with the environment determine the behavior of crawling and dividing cells. Our models help explain how external stretching can reorient cells, and how local interactions can give rise to ordered motion.

Report

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

    (64 results)

All 2022 2021 2020 2019 2018 2017

All Journal Article (14 results) (of which Int'l Joint Research: 5 results,  Open Access: 5 results,  Peer Reviewed: 13 results) Presentation (50 results) (of which Int'l Joint Research: 34 results,  Invited: 8 results)

  • [Journal Article] Machine Learning for the Flow Prediction of Fluids with Memory Effects on the Stress2021

    • Author(s)
      TANIGUCHI Takashi、MOLINA John J.
    • Journal Title

      JAPANESE JOURNAL OF MULTIPHASE FLOW

      Volume: 35 Issue: 3 Pages: 426-436

    • DOI

      10.3811/jjmf.2021.T008

    • NAID

      130008104319

    • ISSN
      0914-2843, 1881-5790
    • Year and Date
      2021-09-15
    • Related Report
      2021 Annual Research Report
    • Open Access
  • [Journal Article] Select Applications of Bayesian Data Analysis and Machine Learning to Flow Problems2021

    • Author(s)
      Seryo Naoki、Molina John J.、Taniguchi Takashi
    • Journal Title

      Nihon Reoroji Gakkaishi (J. Soc. Rheol. Japan)

      Volume: 49 Pages: 97-113

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Learning the constitutive relation of polymeric flows with memory2020

    • Author(s)
      Seryo Naoki、Sato Takeshi、Molina John J.、Taniguchi Takashi
    • Journal Title

      Physical Review Research

      Volume: 2 Issue: 3 Pages: 033107-033107

    • DOI

      10.1103/physrevresearch.2.033107

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Dynamics of a chiral swimmer sedimenting on a flat plate2020

    • Author(s)
      Fadda Federico、Molina John Jairo、Yamamoto Ryoichi
    • Journal Title

      Physical Review E

      Volume: 101 Issue: 5 Pages: 52608-52608

    • DOI

      10.1103/physreve.101.052608

    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Control of cell colony growth by contact inhibition2020

    • Author(s)
      Schnyder Simon K., Molina John J., Yamamoto Ryoichi
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1 Pages: 6713-6713

    • DOI

      10.1038/s41598-020-62913-z

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A numerical study of sedimentation of rod like particles using smooth profile method2020

    • Author(s)
      Hamid A.、Arshad A.B.、Mehdi S.、Qasim M.D.、Ullah A.、Molina J.J.、Yamamoto R.
    • Journal Title

      International Journal of Multiphase Flow

      Volume: 127 Pages: 103263-103263

    • DOI

      10.1016/j.ijmultiphaseflow.2020.103263

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Spontaneous spatiotemporal ordering of shape oscillations enhances cell migration2019

    • Author(s)
      Campo Matteo、Schnyder Simon K.、Molina John J.、Speck Thomas、Yamamoto Ryoichi
    • Journal Title

      Soft Matter

      Volume: 15 Issue: 24 Pages: 4939-4946

    • DOI

      10.1039/c9sm00526a

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Modeling the mechanosensitivity of fast-crawling cells on cyclically stretched substrates2019

    • Author(s)
      Molina John J.、Yamamoto Ryoichi
    • Journal Title

      Soft Matter

      Volume: 15 Issue: 4 Pages: 683-698

    • DOI

      10.1039/c8sm01903g

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Field-induced dipolar attraction between like-charged colloids2018

    • Author(s)
      Shih Chunyu、Molina John J.、Yamamoto Ryoichi
    • Journal Title

      Soft Matter

      Volume: 14 Issue: 22 Pages: 4520-4529

    • DOI

      10.1039/c8sm00395e

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Direct Numerical Simulations of Correlated Settling Particles2018

    • Author(s)
      Shakeel Muhammad、Hamid Adnan、Ullah Atta、Molina John J.、Yamamoto Ryoichi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 87 Issue: 6 Pages: 064402-064402

    • DOI

      10.7566/jpsj.87.064402

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Reynolds-number-dependent dynamical transitions on hydrodynamic synchronization modes of externally driven colloids2018

    • Author(s)
      Oyama Norihiro、Teshigawara Kosuke、Molina John Jairo、Yamamoto Ryoichi、Taniguchi Takashi
    • Journal Title

      Physical Review E

      Volume: 97 Issue: 3 Pages: 032611-032611

    • DOI

      10.1103/physreve.97.032611

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Collective motion of cells crawling on a substrate: roles of cell shape and contact inhibition2017

    • Author(s)
      Schnyder Simon K.、Molina John J.、Tanaka Yuki、Yamamoto Ryoichi
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1 Pages: 5163-5163

    • DOI

      10.1038/s41598-017-05321-0

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Do hydrodynamically assisted binary collisions lead to orientational ordering of microswimmers?2017

    • Author(s)
      Oyama Norihiro、Molina John Jairo、Yamamoto Ryoichi
    • Journal Title

      The European Physical Journal E

      Volume: 40 Issue: 11 Pages: 95-95

    • DOI

      10.1140/epje/i2017-11586-4

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Simulations of Model Microswimmers with Fully Resolved Hydrodynamics2017

    • Author(s)
      Oyama Norihiro、Molina John J.、Yamamoto Ryoichi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 86 Issue: 10 Pages: 101008-101008

    • DOI

      10.7566/jpsj.86.101008

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Presentation] Application of Machine-learned constitutive relations for well-entangled polymer melt flows2022

    • Author(s)
      Souta Miyamoto (*), John J. Molina, Takashi Taniguchi
    • Organizer
      American Physical Society (APS) March Meeting 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rational policy design for epidemics2022

    • Author(s)
      Simon K. Schnyder (*), John J. Molina, Ryoichi Yamamoto, Matthew S. Turner
    • Organizer
      American Physical Society (APS) March Meeting 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Nash Neural Networks2022

    • Author(s)
      John J. Molina (*), Simon K. Schnyder, Matthew S. Turner, Ryoichi Yamamoto
    • Organizer
      American Physical Society (APS) March Meeting 2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rational policy design for epidemics2021

    • Author(s)
      Simon K. Schnyder (*), John J. Molina, Ryoichi Yamamoto, Matthew S. Turner
    • Organizer
      27th International Conference on Computing in Economics and Finance
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rational policy design for epidemics2021

    • Author(s)
      Simon K. Schnyder (*), John J. Molina, Ryoichi Yamamoto, Matthew S. Turner
    • Organizer
      24.5th Workshop on Economics with Heterogeneous Interacting Agents
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Learning the constitutive relation of polymer melt flows2021

    • Author(s)
      John J. Molina (*), Souta Miyamoto, Takashi Taniguchi
    • Organizer
      The 2021 International Chemical Congress of Pacific Basin Societies (Pacifichem 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 学習された構成関係を用いた高分子液体の流動シミュレーション2021

    • Author(s)
      Souta Miyamoto (*), John J. Molina, Takashi Taniguchi
    • Organizer
      化学工学会 第52回秋季大会(2021)
    • Related Report
      2021 Annual Research Report
  • [Presentation] Well-entangled polymer melt flow simulations using a Machine-Learned constitutive relation2021

    • Author(s)
      Souta Miyamoto (*), John J. Molina, Takashi Taniguchi
    • Organizer
      第69回レオロジー討論会
    • Related Report
      2021 Annual Research Report
  • [Presentation] A Machine Learning Approach to Flow Problems2021

    • Author(s)
      John J. Molina (*), Takashi Taniguchi
    • Organizer
      第69回レオロジー討論会
    • Related Report
      2021 Annual Research Report
  • [Presentation] 機械学習モデルを構成関係に代用した高分子溶融体の流動シミュレーション2021

    • Author(s)
      Souta Miyamoto (*), John J. Molina, Takashi Taniguchi
    • Organizer
      プラスチック成形加工学会第29回秋季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Gaussian Processes for Machine Learning of Fluid Flows2021

    • Author(s)
      John J. Molina (*), Takashi Taniguchi
    • Organizer
      ソフトバイオ研究会2021
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Novel Soft Matter Physics through Computational and Information Science (oral)2021

    • Author(s)
      Molina John J. (*)
    • Organizer
      The Physical Society of Japan 2021 Annual Meeting (online)
    • Related Report
      2020 Research-status Report
    • Invited
  • [Presentation] Learning the Constitutive Relation of Polymeric Flows with Memory (oral)2021

    • Author(s)
      Seryo Naoki、Sato Takeshi、Taniguchi Takashi、Molina John J. (*)
    • Organizer
      American Physical Society (APS) March Meeting 2021 (online)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning the Constitutive Relation of Polymer Flows with Memory: from Micro-Scale Dynamics to Macro-Scale Flow (oral)2021

    • Author(s)
      Molina John J. (*)、Seryo Naoki、Sato Takeshi、Taniguchi Takashi
    • Organizer
      SIAM Conference on Computational Science and Engineering (CSE21) (online)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning the constitutive relation of entangled polymer melts from a dual slip-link model (oral)2021

    • Author(s)
      Miyamoto Souta (*)、Molina John J.、Taniguchi Takashi
    • Organizer
      21st International Union of Materials Research Societies- International Conference in Asia (IUMRS-ICA 2020) (online)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Sedimenting chiral swimmers (oral)2021

    • Author(s)
      Fadda Federico (*)、Molina John J.、Yamamoto Ryoichi
    • Organizer
      American Physical Society (APS) March Meeting 2021 (online)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning the Constitutive Relation of Non-Newtonian Fluids from Microscopic Dynamics (oral)2020

    • Author(s)
      Seryo Naoki、Taniguchi Takashi、 Molina John J. (*)
    • Organizer
      18th International Congress on Rheology (online)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning the Constitutive Relation of Polymeric Flows with Memory (oral)2020

    • Author(s)
      Seryo Naoki、Sato Takeshi、Molina John J. (*)、Taniguchi Takashi
    • Organizer
      68th Annual Meeting of the Society of Rheology, Japan (online)
    • Related Report
      2020 Research-status Report
  • [Presentation] Modeling the Mechanosensitive Response of Crawling Cells (oral)2020

    • Author(s)
      Molina John J. (*), Yamamoto Ryoichi
    • Organizer
      Active Matter Workshop 2020, Tokyo
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] Hydrodynamics of sedimenting squirmers with rotlet dipole (oral)2020

    • Author(s)
      Fadda Federico (*), Molina John J., Yamamoto Ryoichi
    • Organizer
      Active Matter Workshop 2020, Tokyo
    • Related Report
      2019 Research-status Report
  • [Presentation] Spontaenous spatiotemporal ordering of shape oscillations enhances cell migration (oral)2020

    • Author(s)
      Campo Matteo, Schnyder Simon K.(*), Molina John J., Speck Thomas, Yamamoto Ryoichi
    • Organizer
      Active Matter Workshop 2020, Tokyo
    • Related Report
      2019 Research-status Report
  • [Presentation] Modeling the Mechanosensitivity of Crawling Cells (oral)2020

    • Author(s)
      Molina John J. (*), Yamamoto Ryoichi
    • Organizer
      2020 Annual Meeting of the Physical Society of Japan, Nagoya (Cancelled due to COVID-19, presentation material online)
    • Related Report
      2019 Research-status Report
  • [Presentation] Modeling the Mechanosensitivity of Crawling Cells (oral)2020

    • Author(s)
      Molina John J. (*), Yamamoto Ryoichi
    • Organizer
      APS March Meeting 2020, Denver, USA (Cancelled due to COVID-19, presentation material online)
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Direct Numerical Simulation of Induced Charge Electrophoresis of Janus Colloidal Particles (poster)2020

    • Author(s)
      Eriguchi Takuya (*), Oguri Takuma, Yamamoto Ryoichi, Molina John J.
    • Organizer
      The International Workshop for East Asian Young Rheologists (IWEAYR 15), Changchun, China
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning constitutive relations from micro-scale dynamics with memory effects in non-Newtonian fluids (oral)2020

    • Author(s)
      Seryo Naoki (*), Molina John J., Taniguchi Takashi
    • Organizer
      The International Workshop for East Asian Young Rheologists (IWEAYR 15), Changchun, China
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Learning the Constitutive Relations of Non-Newtonian Fluids with Memory (oral)2019

    • Author(s)
      Seryo Naoki, Molina John J. (*), Taniguchi Takashi
    • Organizer
      9th Soft Matter Meeting, Nagoya
    • Related Report
      2019 Research-status Report
  • [Presentation] Hydrodynamics of sedimenting squirmers with rotlet dipole (oral)2019

    • Author(s)
      Fadda Federico (*), Molina John J., Yamamoto Ryoichi
    • Organizer
      9th Soft Matter Meeting, Nagoya
    • Related Report
      2019 Research-status Report
  • [Presentation] DNS of Induced-Charge Electrophoretic Janus Particles (oral)2019

    • Author(s)
      Molina John J. (*), Oguri Takuma, Yamamoto Ryoichi
    • Organizer
      Okinawa Colloids 2019, Okinawa
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Hydrodynamically synchronized motion of externally driven colloids (oral)2019

    • Author(s)
      Oyama Norihiro, Teshigawara Kosuke, Molina John J., Yamamoto Ryoichi, Taniguchi Takashi (*)
    • Organizer
      Okinawa Colloids 2019, Okinawa
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Direct Numerical Simulations for Charged Colloidal Dispersions: A challenge beyond DLVO (oral)2019

    • Author(s)
      Yamamoto Ryoichi (*), Shih Chunyu, Molina John J.
    • Organizer
      Okinawa Colloids 2019, Okinawa
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Direct Numerical Simulation of Induced-Charge Electrophoretic Janus Particles (oral)2019

    • Author(s)
      Molina John J. (*), Oguri Takuma, Yamamoto Ryoichi
    • Organizer
      67th Annual Rheology Symposium (The Society of Rheology, Japan), Hikone
    • Related Report
      2019 Research-status Report
  • [Presentation] The unique dynamics of spherical micro-swimmers with rotlet (oral)2019

    • Author(s)
      Oyama Norihiro, Molina John J., Fadda Federico, Yamamoto Ryoichi (*)
    • Organizer
      The 2019 International Workshop on Soft Matter and Biophysics Theories, Beijing, China
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Impact of wall constraint on the dynamics of self-propelled particles (oral)2019

    • Author(s)
      Oyama Norihiro, Molina John J., Fadda Federico, Yamamoto Ryoichi (*)
    • Organizer
      Molecular and materials simulation at the turn of the decade: Celebrating 50 years of CECAM, Lausanne, Switzerland
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Confinement effect on synchronized motion sof driven colloids on a path (oral)2018

    • Author(s)
      Norihiro Oyama, Kosuke Teshigawara, John J. Molina, Ryoichi Yamamoto and Takashi Taniguchi (*)
    • Organizer
      The 7th Pacific Rim Conference on Rheology (PRCR 2018), Jeju, Korea
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mechanosensitivity of crawling cells (oral)2018

    • Author(s)
      John J. Molina (*) and Ryoichi Yamamoto
    • Organizer
      8th World Congress of Biomechanics, Dublin, Ireland
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mechanosensitivity of crawling cells (oral)2018

    • Author(s)
      John J. Molina (*) and Ryoichi Yamamoto
    • Organizer
      JSPS A3 Workshop on Soft Matter 2018, Beijing, China
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] DNS of squirmers (spherical microswimmers) with rotlet (oral)2018

    • Author(s)
      Ryoichi Yamamoto (*), Federico Fadda and John J. Molina
    • Organizer
      APS March Meeting 2019, Boston, USA
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mechanosensitivity of crawling cells (poster)2018

    • Author(s)
      John J. Molina (*) and Ryoichi Yamamoto
    • Organizer
      Designer Soft Matter 2018, Singapore
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Colony growth of cells on a substrate (poster)2018

    • Author(s)
      Simon Schnyder (*), John J. Molina and Ryoichi Yamamoto
    • Organizer
      8th World Congress of Biomechanics, Dublin, Ireland
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mechanosensitivity of fast-crawling cells (poster)2018

    • Author(s)
      John J. Molina (*) and Ryoichi Yamamoto
    • Organizer
      Soft Matter Physics : from the perspective of the essential heterogeneity, Fukuoka
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mechanosensitivity of fast-crawling cells (oral)2018

    • Author(s)
      John J. Molina (*) and Ryoichi Yamamoto
    • Organizer
      Workshop on Active and Collective Motion: from cells to organisms, Warwick, UK
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Mechanosensitivity of crawling cells (oral)2018

    • Author(s)
      John J. Molina (*) and Ryoichi Yamamoto
    • Organizer
      Fukui 2018 Satellite Symposium, Kyoto
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Mechanosensitivity of crawling cells (oral)2018

    • Author(s)
      John J. Molina (*) and Ryoichi Yamamoto
    • Organizer
      Active Matter Workshop 2019, Tokyo
    • Related Report
      2018 Research-status Report
  • [Presentation] Hydrodynamic Synchronization of Externally Driven Colloids along a Straight Path2018

    • Author(s)
      Takashi Taniguchi, Kosuke Teshigawara, John Molina, Ryoichi Yamamoto, and Norihiro Oyama
    • Organizer
      APS March meeting
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Particle-based Model for Crawling and Proliferating Cells with Contact Inhibitions2018

    • Author(s)
      Ryoichi Yamamoto, John Molina, and Simon Schnyder
    • Organizer
      2018 Aspen Winter Conference on Fundamental Problems in Active Matter
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mechanosensitivity of Crawling Cells2017

    • Author(s)
      John Molina and Ryoichi Yamamoto
    • Organizer
      Complex Motion in Fluids
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mechanosensitivity of Crawling Cells2017

    • Author(s)
      John Molina and Ryoichi Yamamoto
    • Organizer
      International Symposium on Fluctuation and Structure out of Equilibrium
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Collective motion of cells crawling on a substrate: roles of cell shape and contact inhibition2017

    • Author(s)
      Simon Schnyder, John Molina, and Ryoichi Yamamoto
    • Organizer
      10th Liquid Matter Conference
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Direct Numerical Simulations of Micro-Swimmers in Confined Geometries2017

    • Author(s)
      Ryoichi Yamamoto, Norihiro Oyama, and John Molina
    • Organizer
      Complex Motion in Fluids
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Colony Growth of Cells on a Substrate2017

    • Author(s)
      Simon Schnyder, John Molina, and Ryoichi Yamamoto
    • Organizer
      International Symposium on Fluctuation and Structure out of Equilibrium
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2023-01-30  

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