Comparative Monte Carlo and mean-field studies of random-field Ising systems

Gary S. Grest, C. M. Soukoulis, and K. Levin
Phys. Rev. B 33, 7659 – Published 1 June 1986
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Abstract

Site-dependent mean-field theory and Monte Carlo (MC) simulations are used to study and compare random-field Ising ferromagnets (RFIM) and Ising diluted antiferromagnets in a field (DAFF). For short-time-scale simulations the two approaches lead to similar results for the various history-dependent magnetizations, and specific heats and for the metastable ground-state spin configurations. The results are also in reasonable qualitative accord with experiment. Mean-field theory which more readily provides information about free energies is used to compute the phase diagram for two- and three-dimensional random-field systems. Since thermal fluctuations are not important in the equilibrium critical behavior a mean-field approach is expected to contain much of the essential physics. At T=0, MC simulations corroborate the mean-field results. We distinguish three characteristic field-dependent temperatures which in order of decreasing magnitude are the irreversibility temperature Tirr, the ordering temperature (Tc or TN), and the temperature for stability of long-range order (LRO), Ts. Tirr corresponds to the temperature at which the free-energy surface first develops multiple minima.

At an even lower temperature, Tc or TN, the metastable LRO minimum first appears. However, the LRO state is not the deepest minimum until the stability temperature Ts is reached. In the two-dimensional (2D) RFIM, the zero-temperature intercept of Ts, called Δc, scales to zero with the system size. This result, which is derived in mean-field theory and substantiated in MC, provides strong numerical evidence for the absence of stable LRO in 2D. We find that this 2D behavior is reflected in 3D by the metastability of LRO for a narrow range of T near the ordering temperature. This implies that the LRO state should exhibit time-dependent properties, near TN as has been reported recently. Furthermore, in equilibrium, the transition to the LRO state may be first order. The effects of H=0 disorder in the DAFF lead to different behavior in field hysteresis studies than in the RFIM. This result which is a consequence of the extremely anisotropic Ising limit suggests that theoretical predictions for the time-dependent properties of the RFIM may not be applicable to the experimentally realizable DAFF.

  • Received 2 December 1985

DOI:https://doi.org/10.1103/PhysRevB.33.7659

©1986 American Physical Society

Authors & Affiliations

Gary S. Grest and C. M. Soukoulis

  • Corporate Research Laboratories, Exxon Research and Engineering Company, Annandale, New Jersey 08801

K. Levin

  • The James Franck Institute, The University of Chicago, Chicago, Illinois 60637

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Issue

Vol. 33, Iss. 11 — 1 June 1986

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