The Annals of Applied Probability
- Ann. Appl. Probab.
- Volume 25, Number 2 (2015), 930-973.
Large deviations for cluster size distributions in a continuous classical many-body system
Sabine Jansen, Wolfgang König, and Bernd Metzger
Abstract
An interesting problem in statistical physics is the condensation of classical particles in droplets or clusters when the pair-interaction is given by a stable Lennard–Jones-type potential. We study two aspects of this problem. We start by deriving a large deviations principle for the cluster size distribution for any inverse temperature $\beta\in(0,\infty)$ and particle density $\rho\in(0,\rho_{\mathrm{cp}})$ in the thermodynamic limit. Here $\rho_{\mathrm{cp}}>0$ is the close packing density. While in general the rate function is an abstract object, our second main result is the $\Gamma$-convergence of the rate function toward an explicit limiting rate function in the low-temperature dilute limit $\beta\to\infty$, $\rho\downarrow0$ such that $-\beta^{-1}\log\rho\to\nu$ for some $\nu\in(0,\infty)$. The limiting rate function and its minimisers appeared in recent work, where the temperature and the particle density were coupled with the particle number. In the decoupled limit considered here, we prove that just one cluster size is dominant, depending on the parameter $\nu$. Under additional assumptions on the potential, the $\Gamma$-convergence along curves can be strengthened to uniform bounds, valid in a low-temperature, low-density rectangle.
Article information
Source
Ann. Appl. Probab., Volume 25, Number 2 (2015), 930-973.
Dates
First available in Project Euclid: 19 February 2015
Permanent link to this document
https://projecteuclid.org/euclid.aoap/1424355134
Digital Object Identifier
doi:10.1214/14-AAP1014
Mathematical Reviews number (MathSciNet)
MR3313759
Zentralblatt MATH identifier
1318.82014
Subjects
Primary: 82B21: Continuum models (systems of particles, etc.)
Secondary: 60F10: Large deviations 60K35: Interacting random processes; statistical mechanics type models; percolation theory [See also 82B43, 82C43] 82B31: Stochastic methods 82B05: Classical equilibrium statistical mechanics (general)
Keywords
Classical particle system canonical ensemble equilibrium statistical mechanics dilute system large deviations
Citation
Jansen, Sabine; König, Wolfgang; Metzger, Bernd. Large deviations for cluster size distributions in a continuous classical many-body system. Ann. Appl. Probab. 25 (2015), no. 2, 930--973. doi:10.1214/14-AAP1014. https://projecteuclid.org/euclid.aoap/1424355134
