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arXiv:1505.04109 · Journal of Statistical Mechanics Theory and Experiment

Condensation in models with factorized and pair-factorized stationary states

M. R. Evans, Bartłomiej Waclaw

Published Sep 8, 2015• 4 citations
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Abstract

Non-equilibrium real-space condensation is a phenomenon in which a finite fraction of some conserved quantity (mass, particles, etc.) becomes spatially localised. We review two popular stochastic models of hopping particles that lead to condensation and whose stationary states assume a factorized form: the zero-range process and the misanthrope process, and their various modifications. We also introduce a new model - a misanthrope process with parallel dynamics - that exhibits condensation and has a pair-factorized stationary state.

DOI
10.1088/1742-5468/2015/09/p09005

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Non-equilibrium real-space condensation is a phenomenon in which a finite fraction of some conserved quantity (mass, particles, etc.) becomes spatially localised. We review two popular stochastic models of hopping particles that lead to condensation and whose stationary states assume a factorized form: the zero-range process and the misanthrope process, and their various modifications. We also introduce a new model - a misanthrope process with parallel dynamics - that exhibits condensation and has a pair-factorized stationary state.
The zero-range process, in which particles hop between sites on a lattice under conserving dynamics, is a prototypical model for studying real-space condensation. Within this model the system is critical only at the transition point. Here we consider a non-conserving zero-range process which is shown to exhibit generic critical phases which exist in a range of creation and annihilation parameters. The model also exhibits phases characterized by mesocondensates, each of which contains a subextensive number of particles. A detailed phase diagram, delineating the various phases, is derived.
Abstract. The Zero-Range Process, in which particles hop between sites on a lattice under conserving dynamics, is a prototypical model for studying real-space condensation. Within this model the system is critical only at the transition point. Here we consider a non-conserving Zero-Range Process which is shown to exhibit generic critical phases which exist in a range of creation and annihilation parameters. The model also exhibits phases characterised by mesocondensates each of which contains a subextensive number of particles. A detailed phase diagram, delineating the various phases, is derived. PACS numbers: 89.75.-k, 05.70.Ln, 05.40.-aCriticality and Condensation in a Non-conserving Zero Range Process 2 1.
We study a nonconserved one-dimensional stochastic process which involves two species of particles AAA and BBB. The particles diffuse asymmetrically and react in pairs as $A\ensuremath{\emptyset}\ensuremath{\leftrightarrow}AA\ensuremath{\leftrightarrow}BA\ensuremath{\leftrightarrow}A\ensuremath{\emptyset}$ and $B\ensuremath{\emptyset}\ensuremath{\leftrightarrow}BB\ensuremath{\leftrightarrow}AB\ensuremath{\leftrightarrow}B\ensuremath{\emptyset}$. We show that the stationary state of the model can be calculated exactly by using matrix product techniques. The model exhibits a phase transition at a particular point in the phase diagram which can be related to a condensation transition in a particular zero-range process. We determine the corresponding critical exponents and provide a heuristic explanation for the unusually strong corrections to scaling seen in the vicinity of the critical point.
We study a disordered, driven zero range process which models a closed system of attractive particles that hop with site-dependent rates and whose steady state shows a condensation transition with increasing density. We characterize the dynamical properties of the mass fluctuations in the steady state in one dimension both analytically and numerically and show that there is a dynamic phase transition in the density-disorder plane. We also determine the form of the scaling function which describes the growth of the condensate as a function of time, starting from a uniform density distribution.
We consider the phenomenon of condensation of a globally conserved quantity $H={\ensuremath{\sum}}_{i=1}^{N}{\ensuremath{\epsilon}}_{i}$ distributed on NNN sites, occurring when the density h=H/Nh=H/Nh=H/N exceeds a critical density hc{h}_{c}hc​. We numerically study the dependence of the participation ratio ${Y}_{2}=\ensuremath{\langle}{\ensuremath{\epsilon}}_{i}^{2}\ensuremath{\rangle}/(N{h}^{2})$ on the size NNN of the system and on the control parameter $\ensuremath{\delta}=(h\ensuremath{-}{h}_{c})$, for various models: (i) a model with two conservation laws, derived from the discrete nonlinear Schr\"odinger equation; (ii) the continuous version of the zero-range process class, for different forms of the function $f(\ensuremath{\epsilon})$ defining the factorized steady state. Our results show that various localization scenarios may appear for finite NNN and close to the transition point. These scenarios are characterized by the presence or the absence of a minimum of Y2{Y}_{2}Y2​ when plotted against NNN and by an exponent $\ensuremath{\gamma}\ensuremath{\ge}2$ defined through the relation ${N}^{*}\ensuremath{\simeq}{\ensuremath{\delta}}^{\ensuremath{-}\ensuremath{\gamma}}$, where N∗{N}^{*}N∗ separates the delocalized region ($N\ensuremath{\ll}{N}^{*}$, Y2{Y}_{2}Y2​ vanishes with increasing NNN) from the localized region ($N\ensuremath{\gg}{N}^{*}$, Y2{Y}_{2}Y2​ is approximately constant). We finally compare our results with the structure of the condensate obtained through the single-site marginal distribution.