Homogeneous nucleation for Glauber and Kawasaki dynamics in large volumes at low temperatures
In this paper we study metastability in large volumes at low temperatures. We consider both Ising spins subject to Glauber spin-flip dynamics and lattice gas particles subject to Kawasaki hopping dynamics. Let $\b$ denote the inverse temperature and let $\L_\b \subset \Z^2$ be a square box with peri...
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Main Authors | , , |
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Format | Journal Article |
Language | English |
Published |
04.06.2008
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Subjects | |
Online Access | Get full text |
DOI | 10.48550/arxiv.0806.0755 |
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Summary: | In this paper we study metastability in large volumes at low temperatures. We
consider both Ising spins subject to Glauber spin-flip dynamics and lattice gas
particles subject to Kawasaki hopping dynamics. Let $\b$ denote the inverse
temperature and let $\L_\b \subset \Z^2$ be a square box with periodic boundary
conditions such that $\lim_{\b\to\infty}|\L_\b|=\infty$. We run the dynamics on
$\L_\b$ starting from a random initial configuration where all the droplets (=
clusters of plus-spins, respectively, clusters of particles)are small. For
large $\b$, and for interaction parameters that correspond to the metastable
regime, we investigate how the transition from the metastable state (with only
small droplets) to the stable state (with one or more large droplets) takes
place under the dynamics. This transition is triggered by the appearance of a
single \emph{critical droplet} somewhere in $\L_\b$. Using potential-theoretic
methods, we compute the \emph{average nucleation time} (= the first time a
critical droplet appears and starts growing) up to a multiplicative factor that
tends to one as $\b\to\infty$. It turns out that this time grows as
$Ke^{\Gamma\b}/|\L_\b|$ for Glauber dynamics and $K\b e^{\Gamma\b}/|\L_\b|$ for
Kawasaki dynamics, where $\Gamma$ is the local canonical, respectively,
grand-canonical energy to create a critical droplet and $K$ is a constant
reflecting the geometry of the critical droplet, provided these times tend to
infinity (which puts a growth restriction on $|\L_\b|$). The fact that the
average nucleation time is inversely proportional to $|\L_\b|$ is referred to
as \emph{homogeneous nucleation}, because it says that the critical droplet for
the transition appears essentially independently in small boxes that partition
$\L_\b$. |
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DOI: | 10.48550/arxiv.0806.0755 |