2 citations · 2 across the 2 of their papers we have counts for
3 papers · 1 filter
Confusion-driven machine learning of structural phases of a flexible, magnetic Stockmayer polymer
Dilina Perera, Samuel McAllister, Joan Josep Cerdà +1
We use a semi-supervised, neural-network based machine learning technique, the confusion method, to investigate structural transitions in magnetic polymers, which we model as chain…
Dynamic response of a ferromagnetic nanofilament under rotating fields: effects of flexibility, thermal fluctuations and hydrodynamics
Pedro A. Sánchez, Antonio Cerrato, Joan J. Cerdà +3
Using nonequilibrium computer simulations, we study the response of ferromagnetic nanofilaments, consisting of stabilized onedimensional chains of ferromagnetic nanoparticles, unde…
Suspensions of supracolloidal magnetic polymers: self-assembly properties from computer simulations
E. V. Novak, E. S. Pyanzina, D. A. Rozhkov +5
We study self-assembly in suspensions of supracolloidal polymer-like structures made of crosslinked magnetic particles. Inspired by self-assembly motifs observed for dipolar hard s…