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Journal of Physics A Mathematical and General

On the critical dynamics of one-dimensional disordered Ising models

Michel Droz, J. Kamphorst Leal da Silva, Anna‐Sapfo Malaspinas, Attilio L. Stella

Published Apr 21, 1987• 18 citations
Publisher

Abstract

The critical dynamics of a disordered Ising ferromagnetic chain with two coupling constants (J 1 >or=J 2 >0) is studied for Glauber dynamics. Using a domain wall argument the dynamical critical exponent z is found to be non-universal but independent of the disorder, namely z=1+J 1 /J 2 . The problem is formulated in terms of diffusion in a random medium. The diffusion is shown to be normal. Relationships with apparently very different diffusion problems, like the diffusion in hierarchically structured media, are established.

DOI
10.1088/0305-4470/20/6/009

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The critical dynamics of a disordered Ising ferromagnetic chain with two coupling constants (J 1 >or=J 2 >0) is studied for Glauber dynamics. Using a domain wall argument the dynamical critical exponent z is found to be non-universal but independent of the disorder, namely z=1+J 1 /J 2 . The problem is formulated in terms of diffusion in a random medium. The diffusion is shown to be normal. Relationships with apparently very different diffusion problems, like the diffusion in hierarchically structured media, are established.
Recent results concerning non-universality in the dynamical critical behavior of the one-dimensional Ising model, are generalised to several formulations of the Potts model, using arguments based on domain wall motion. By applying real-space renormalisation group methods, the authors also study the dynamical Ising model, with single flips, both for a period distribution of nearest-neighbor exchanges and for the random chain (with nonzero couplings). They show that the critical dynamical exponent is z=1+J M /J m where J M (J m ) is the greatest (smallest) of the exchanges.
One-dimensional kinetic Ising models with long-range exchange of two spins with opposite signs are considered. The exchange probability is a power-law function of the distance between exchanged spins. Rigorous lower bounds for the dynamical exponent z are obtained from the initial response and the scaling hypothesis of the relaxation time. The dependence of the z exponent on the maximal exchange distance and on the exchange probability is studied. Nonuniversal behavior in the ferromagnetic model with two different alternating coupling constants is found. The z exponent is also obtained from the domain-wall argument.
The one-dimensional kinetic Potts models are studied for both Glauber and Kawasaki dynamics with different transition rates. Rigorous lower bounds for the dynamical exponent (z) are obtained from the initial response rate and the scaling hypothesis for the relaxation time. It is shown that the z exponent is non-universal for several periodic models with a basic unit cell (J 1 ,J 2 ,. . .,JM) containing different coupling constants. The critical dynamics of the alternating bond model is also studied by a simple argument about the movement of domain walls.
We investigate the dynamical critical behavior of the two- and three-dimensional Ising models with Glauber dynamics in equilibrium. In contrast to the usual standing, we focus on the mean-squared deviation of the magnetization M,MSDMM, {\mathrm{MSD}}_{M}M,MSDM​, as a function of time, as well as on the autocorrelation function of MMM. These two functions are distinct but closely related. We find that MSDM{\mathrm{MSD}}_{M}MSDM​ features a first crossover at time ${\ensuremath{\tau}}_{1}\ensuremath{\sim}{L}^{{z}_{1}}$, from ordinary diffusion with ${\mathrm{MSD}}_{M}\ensuremath{\sim}t$, to anomalous diffusion with ${\mathrm{MSD}}_{M}\ensuremath{\sim}{t}^{\ensuremath{\alpha}}$. Purely on numerical grounds, we obtain the values z1=0.45(5){z}_{1}=0.45(5)z1​=0.45(5) and $\ensuremath{\alpha}=0.752(5)$ for the two-dimensional Ising ferromagnet. Related to this, the magnetization autocorrelation function crosses over from an exponential decay to a stretched-exponential decay. At later times, we find a second crossover at time ${\ensuremath{\tau}}_{2}\ensuremath{\sim}{L}^{{z}_{2}}$. Here, MSDM{\mathrm{MSD}}_{M}MSDM​ saturates to its late-time value $\ensuremath{\sim}{L}^{2+\ensuremath{\gamma}/\ensuremath{\nu}}$, while the autocorrelation function crosses over from stretched-exponential decay to simple exponential one. We also confirm numerically the value z2=2.1665(12){z}_{2}=2.1665(12)z2​=2.1665(12), earlier reported as the single dynamic exponent. Continuity of MSDM{\mathrm{MSD}}_{M}MSDM​ requires that $\ensuremath{\alpha}({z}_{2}\ensuremath{-}{z}_{1})=\ensuremath{\gamma}/\ensuremath{\nu}\ensuremath{-}{z}_{1}$. We speculate that z1=1/2{z}_{1}=1/2z1​=1/2 and $\ensuremath{\alpha}=3/4$, values that indeed lead to the expected z2=13/6{z}_{2}=13/6z2​=13/6 result. A complementary analysis for the three-dimensional Ising model provides the estimates ${z}_{1}=1.35(2), \ensuremath{\alpha}=0.90(2)$, and z2=2.032(3){z}_{2}=2.032(3)z2​=2.032(3). While z2{z}_{2}z2​ has attracted significant attention in the literature, we argue that for all practical purposes z1{z}_{1}z1​ is more important, as it determines the number of statistically independent measurements during a long simulation.