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arXiv:cond-mat/9510109 · Physics Letters A

Determination of the critical point and exponents from short-time dynamics

Lothar Schülke, Bo Zheng

Published May 1, 1996• 45 citations
arXivHTMLPDF
DOI
10.1016/0375-9601(96)00216-2

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We investigate the critical short-time scaling of the two-dimensional lattice ϕ4 field theory with a Langevin dynamics. Starting from a "hot" initial configuration but with a small magnetization, the critical initial increase of the magnetization is observed, through which we determine the critical point. From the short-time relaxation dynamics of various quantities at the critical point obtained, the dynamic critical exponents θ, z and the static exponent β/ν are evaluated. In executing a Langevin simulation, an appropriate discretization method with respect to the time degree of freedom becomes essentially important to be adopted and we show that the well-known second-order form of discretized Langevin equation works well to investigate the short-time dynamics.
Monte Carlo simulations of critical dynamics has been used to study the short-time process and scaling behavior of two-layer Ising model. The result shows that there are critical points even when the coupling between the two layers is not equal to zero; the short-time dynamic critical exponent θ was determined; the traditional critical exponent 1/νz was estimated also.Our result encouraged the supposition of the existence of the critical line and evidenced that this model was likely a weak universal model.
Taking the two-dimensional ${\ensuremath{\varphi}}^{4}$ theory, we numerically solve the deterministic equations of motion with random initial states. Short-time behavior of the solutions is systematically investigated. Assuming that the solutions generate a microcanonical ensemble of the system, we demonstrate that the second-order phase transition point can be determined from the short-time dynamic behavior. An initial increase in the magnetization and a critical slowing down are observed. The dynamic critical exponent zzz, the new exponent $\ensuremath{\theta}$, and the static exponents $\ensuremath{\beta}$ and $\ensuremath{\nu}$ are estimated. The deterministic dynamics with random initial states is in the same universality class as the Monte Carlo dynamics.