Random-field Ising model: Insight from zero-temperature simulations
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Published version
Author(s)
Theodorakis, PE
Fytas, NG
Type
Journal Article
Abstract
We enlighten some critical aspects of the three-dimensional (d=3) random-field Ising model (RFIM) from simulations performed at zero temperature. We consider two different, in terms of the field distribution, versions of model, namely a Gaussian RFIM and an equal-weight trimodal RFIM. By implementing a computational approach that maps the ground-state of the system to the maximum-flow optimization problem of a network, we employ the most up-to-date version of the push-relabel algorithm and simulate large ensembles of disorder realizations of both models for a broad range of random-field values and systems sizes V=LxLxL, where L denotes linear lattice size and Lmax=156. Using as finite-size measures the sample-to-sample fluctuations of various quantities of physical and technical origin, and the primitive operations of the push-relabel algorithm, we propose, for both types of distributions, estimates of the critical field hmax and the critical exponent ν of the correlation length, the latter clearly suggesting that both models share the same universality class. Additional simulations of the Gaussian RFIM at the best-known value of the critical field provide the magnetic exponent ratio β/ν with high accuracy and clear out the controversial issue of the critical exponent α of the specific heat. Finally, we discuss the infinite-limit size extrapolation of energy- and order-parameter-based noise to signal ratios related to the self-averaging properties of the model, as well as the critical slowing down aspects of the algorithm.
Date Issued
2014-12-14
Citation
Condensed Matter Physics, 2014, 17 (4), pp.1-14
ISSN
1607-324X
Publisher
Institute for Condensed Matter Physics
Start Page
1
End Page
14
Journal / Book Title
Condensed Matter Physics
Volume
17
Issue
4
Copyright Statement
© P.E.Theodorakis,N.G.Fytas, 2014.
Description
13.05.15 KB. Journal is open access, papers are freely available on publisher's website
Identifier
43003
Article Number
43003