---
res:
  bibo_abstract:
  - When short-range attractions are combined with long-range repulsions in colloidal
    particle systems, complex microphases can emerge. Here, we study a system of isotropic
    particles, which can form lamellar structures or a disordered fluid phase when
    temperature is varied. We show that, at equilibrium, the lamellar structure crystallizes,
    while out of equilibrium, the system forms a variety of structures at different
    shear rates and temperatures above melting. The shear-induced ordering is analyzed
    by means of principal component analysis and artificial neural networks, which
    are applied to data of reduced dimensionality. Our results reveal the possibility
    of inducing ordering by shear, potentially providing a feasible route to the fabrication
    of ordered lamellar structures from isotropic particles.@eng
  bibo_authorlist:
  - foaf_Person:
      foaf_givenName: J.
      foaf_name: Pȩkalski, J.
      foaf_surname: Pȩkalski
  - foaf_Person:
      foaf_givenName: Wojciech
      foaf_name: Rzadkowski, Wojciech
      foaf_surname: Rzadkowski
      foaf_workInfoHomepage: http://www.librecat.org/personId=48C55298-F248-11E8-B48F-1D18A9856A87
    orcid: 0000-0002-1106-4419
  - foaf_Person:
      foaf_givenName: A. Z.
      foaf_name: Panagiotopoulos, A. Z.
      foaf_surname: Panagiotopoulos
  bibo_doi: 10.1063/5.0005194
  bibo_issue: '20'
  bibo_volume: 152
  dct_date: 2020^xs_gYear
  dct_identifier:
  - UT:000537900300001
  dct_isPartOf:
  - http://id.crossref.org/issn/1089-7690
  dct_language: eng
  dct_publisher: AIP Publishing@
  dct_title: 'Shear-induced ordering in systems with competing interactions: A machine
    learning study@'
  fabio_hasPubmedId: '32486692'
...