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Monte Carlo calculations on critical behavior in two-state, steady-state Ising systems

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Abstract

This is the first part of a study, by the Monte Carlo method, of one-dimensional and two-dimensional steady-state Ising systems. We examine phase transitions and critical behavior at equilibrium (for reference) and steady state. The primary model is a 10×10 or 100×1 periodic square lattice of M=100 interacting, two-state, cycling enzyme molecules. We use a flat top on P (N2) (the probability N2 out of M molecules are in state 2) as a criterion to locate the approximate ’’critical point’’ in these finite systems. At equilibrium, cases M=10×10, 5×5, and 12 have been examined. Reducing M increases the nearest-neighbor correlation function c1 at fixed T and increases the critical temperature. At steady state, with M=100 in either one or two dimensions, the cooperativity of the system may be either enhanced or reduced compared to equilibrium, depending on the choice of certain kinetic parameters. With the rather conservative choices of parameters used here, phase transition behavior at steady state is qualitatively similar to that at equilibrium except, of course, the enzyme flux is involved in the steady-state cases but not at equilibrium. We confirm a number of qualitative predictions of the Bragg–Williams (mean field) approximation. Hysteresis and nucleation kinetics can be studied by the Monte Carlo method, but we do not pursue these topics here. We plan to study the noise power spectrum in N2 in future work.

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