MONTE-CARLO ENTROPIC SAMPLING FOR THE STUDY OF METASTABLE STATES AND RELAXATION PATHS

Citation
I. Shteto et al., MONTE-CARLO ENTROPIC SAMPLING FOR THE STUDY OF METASTABLE STATES AND RELAXATION PATHS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 56(5), 1997, pp. 5128-5137
Citations number
46
Categorie Soggetti
Physycs, Mathematical","Phsycs, Fluid & Plasmas
ISSN journal
1063651X
Volume
56
Issue
5
Year of publication
1997
Part
A
Pages
5128 - 5137
Database
ISI
SICI code
1063-651X(1997)56:5<5128:MESFTS>2.0.ZU;2-Z
Abstract
We present a continuous extension of the recent Monte Carlo entropic m ethod for sampling a density of states restricted in dimensionless mac roscopic parameters. The method performs a random walk through a two-d imensional macrostate space and provides complete information in the f orm of continuous functions of the system's coupling constants. For th e example of an Ising system, we project relaxation paths from Monte C arlo Metropolis dynamic over the two-dimensional state space and compa re them with a ''most probable path'' associated with the equilibrium distribution, derived from the density of states. We observe a close a greement between them in the stochastic regime, i.e., before the syste m escapes from the metastable state. We establish a Markovian macrosco pic dynamic over the two macroscopic parameters and we discuss it with respect to the Metropolis microscopic dynamic.