Literature DB >> 33707217

Learning active nematics one step at a time.

Anna Frishman1, Kinneret Keren2,3,4.   

Abstract

Year:  2021        PMID： 33707217      PMCID： PMC7999947          DOI： 10.1073/pnas.2102169118

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN： 0027-8424            Impact factor:   11.205


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  10 in total

1.  Machine learning active-nematic hydrodynamics.

Authors:  Jonathan Colen; Ming Han; Rui Zhang; Steven A Redford; Linnea M Lemma; Link Morgan; Paul V Ruijgrok; Raymond Adkins; Zev Bryant; Zvonimir Dogic; Margaret L Gardel; Juan J de Pablo; Vincenzo Vitelli
Journal:  Proc Natl Acad Sci U S A       Date:  2021-03-09       Impact factor: 11.205

2.  Data-driven quantitative modeling of bacterial active nematics.

Authors:  He Li; Xia-Qing Shi; Mingji Huang; Xiao Chen; Minfeng Xiao; Chenli Liu; Hugues Chaté; H P Zhang
Journal:  Proc Natl Acad Sci U S A       Date:  2018-12-28       Impact factor: 11.205

3.  Topological structure and dynamics of three-dimensional active nematics.

Authors:  Guillaume Duclos; Raymond Adkins; Debarghya Banerjee; Matthew S E Peterson; Minu Varghese; Itamar Kolvin; Arvind Baskaran; Robert A Pelcovits; Thomas R Powers; Aparna Baskaran; Federico Toschi; Michael F Hagan; Sebastian J Streichan; Vincenzo Vitelli; Daniel A Beller; Zvonimir Dogic
Journal:  Science       Date:  2020-03-06       Impact factor: 47.728

4.  Statistical properties of autonomous flows in 2D active nematics.

Authors:  Linnea M Lemma; Stephen J DeCamp; Zhihong You; Luca Giomi; Zvonimir Dogic
Journal:  Soft Matter       Date:  2019-04-10       Impact factor: 3.679

5.  Machine learning forecasting of active nematics.

Authors:  Zhengyang Zhou; Chaitanya Joshi; Ruoshi Liu; Michael M Norton; Linnea Lemma; Zvonimir Dogic; Michael F Hagan; Seth Fraden; Pengyu Hong
Journal:  Soft Matter       Date:  2020-11-21       Impact factor: 3.679

6.  Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach.

Authors:  Jaideep Pathak; Brian Hunt; Michelle Girvan; Zhixin Lu; Edward Ott
Journal:  Phys Rev Lett       Date:  2018-01-12       Impact factor: 9.161

7.  Spontaneous motion in hierarchically assembled active matter.

Authors:  Tim Sanchez; Daniel T N Chen; Stephen J DeCamp; Michael Heymann; Zvonimir Dogic
Journal:  Nature       Date:  2012-11-07       Impact factor: 49.962

8.  Dynamic structure of active nematic shells.

Authors:  Rui Zhang; Ye Zhou; Mohammad Rahimi; Juan J de Pablo
Journal:  Nat Commun       Date:  2016-11-21       Impact factor: 14.919

Review 9.  Active nematics.

Authors:  Amin Doostmohammadi; Jordi Ignés-Mullol; Julia M Yeomans; Francesc Sagués
Journal:  Nat Commun       Date:  2018-08-21       Impact factor: 14.919

10.  Tunable structure and dynamics of active liquid crystals.

Authors:  Nitin Kumar; Rui Zhang; Juan J de Pablo; Margaret L Gardel
Journal:  Sci Adv       Date:  2018-10-12       Impact factor: 14.136
  10 in total

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