First-order global asymptotics for confined particles with singular pair repulsion

Citation
Chafaï, Djalil et al., First-order global asymptotics for confined particles with singular pair repulsion, Annals of applied probability , 24(6), 2014, pp. 2371-2413
ISSN journal
10505164
Volume
24
Issue
6
Year of publication
2014
Pages
2371 - 2413
Database
ACNP
SICI code
Abstract
We study a physical system of N interacting particles in Rd, d.1, subject to pair repulsion and confined by an external field. We establish a large deviations principle for their empirical distribution as N tends to infinity. In the case of Riesz interaction, including Coulomb interaction in arbitrary dimension d>2, the rate function is strictly convex and admits a unique minimum, the equilibrium measure, characterized via its potential. It follows that almost surely, the empirical distribution of the particles tends to this equilibrium measure as N tends to infinity. In the more specific case of Coulomb interaction in dimension d>2, and when the external field is a convex or increasing function of the radius, then the equilibrium measure is supported in a ring. With a quadratic external field, the equilibrium measure is uniform on a ball.