Dynamical critical behavior of the two-dimensional three-state Potts model

TL;DR

This study explores the dynamical critical behavior of the 2D three-state Potts model, revealing two crossover regimes with distinct diffusion and autocorrelation behaviors, and compares these findings to the 2D Ising model.

Contribution

It demonstrates the existence of two dynamic critical exponents in the 2D three-state Potts model with single spin-flip dynamics, similar to the Ising model, despite different universality classes.

Findings

Identification of two crossover timescales and regimes.

MSD transitions from ordinary to anomalous diffusion, then to constant.

Autocorrelation function shifts between exponential and stretched-exponential decay.

Abstract

We investigate the dynamical critical behavior of the two-dimensional three-state Potts model with single spin-flip dynamics in equilibrium. We focus on the mean-squared deviation of the magnetization $M$ (MSD$_{M}$) as a function of time, as well as on the autocorrelation function of $M$. Our simulations reveal the existence of two crossover behaviors at times $\tau_1 \sim L^{z_1}$ and $\tau_2 \sim L^{z_2}$, separating three dynamical regimes. MSD$_{M}$ appears to shift from ordinary diffusion in the first regime, to anomalous diffusion in the second, and finally to be constant in the third regime. The magnetization autocorrelation function on the other hand is found to fluctuate between exponential decay, stretched-exponential decay, and then again exponential decay along these three regimes. This behavior is in agreement with the one reported recently for the two-dimensional Ising ferromagnet [Phys. Rev. E {\bf 108}, 034118 (2023)], indicating that the existence of two dynamic critical exponents is not a peculiarity of the Ising model itself. A comparison of both MSD$_{M}$ and the magnetization's autocorrelation function suggests that within our numerical accuracy the exponents $z_1$ and $z_2$ are shared between the Ising and three-state Potts models at least for the particular case of single spin-flip dynamics studied here, even though their equilibrium universality classes are clearly distinct. Continuity of MSD$_{M}$ requires that $\alpha (z_2 - z_1) = \gamma/\nu - z_1$, in which $\alpha$ is the anomalous exponent in the intermediate regime. Since the ratio $\gamma/\nu$ is not shared between the two models, it follows that $\alpha$ is not shared either, an aspect well verified in our simulations. Finally, we also discuss the relevance of our main findings using another useful observable, namely the line magnetization $M_{l}$.