Finite-size scaling and Monte Carlo simulations of first-order phase transitions

Jooyoung Lee and J. M. Kosterlitz
Phys. Rev. B 43, 3265 – Published 1 February 1991
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Abstract

We develop a detailed finite-size-scaling theory at a general, asymmetric, temperature-driven, strongly first-order phase transition in a system with periodic boundary conditions. We compute scaling functions for various cumulants of energy in the form U(L,t)=U0(tLd)+LdU1(tLd) with t=1-Tc/T. In particular, we consider the specific heat and Binder’s fourth cumulant and show this has a minimum value of 2/3-(e1/e2-e2/e1)2/12+O(Ld) at a temperature Tc(2)(L)-Tc=O(Ld). Various other pseudocritical temperatures corresponding to extrema of other cumulants are evaluated. We compare these theoretical predictions with extensive Monte Carlo simulations of the nominally strong first-order transitions in the eight- and ten-state Potts models in two dimensions for system sizes L≤50. The ten-state simulations agree with theory in all details in contrast to the eight-state data, and we give estimates for the bulk specific heats at Tc using all exactly known analytic results. A criterion is developed to estimate numerically whether or not system sizes used in a simulation of a first-order transition are in the finite-size-scaling regime.

  • Received 11 June 1990

DOI:https://doi.org/10.1103/PhysRevB.43.3265

©1991 American Physical Society

Authors & Affiliations

Jooyoung Lee and J. M. Kosterlitz

  • Physics Department, Brown University, Providence, Rhode Island 02912

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Issue

Vol. 43, Iss. 4 — 1 February 1991

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