An exact formula for the variance of linear statistics in the one-dimensional jellium mode
Abstract
We consider the jellium model of N particles on a line confined in an external harmonic potential and with a pairwise one-dimensional Coulomb repulsion of strength α > 0. Using a Coulomb gas method, we study the statistics of s = (1/N) Σi=1N f(xi) where f(x), in principle, is an arbitrary smooth function. While the mean of s is easy to compute, the variance is nontrivial due to the long-range Coulomb interactions. In this paper we demonstrate that the fluctuations around this mean are Gaussian with a variance Var(s) ≈ b/N3 for large N. We provide an exact compact formula for the constant b = 1/(4α) ∫-2 α2α [f'(x)]2\, dx. In addition, we also calculate the full large deviation function characterising the tails of the full distribution P(s,N) for several different examples of f(x). Our analytical predictions are confirmed by numerical simulations.
Turn this paper into a full lesson
ArcXiv compiles a staged curriculum from this paper: 8-12 lessons across beginner → advanced, synthesised section guides, visuals, flashcards, a quiz, exercises, and on-demand deep dives per section. Grounded in the abstract, never invented.