Papers
Topics
Authors
Recent
Search
2000 character limit reached

An exact formula for the variance of linear statistics in the one-dimensional jellium mode

Published 21 Nov 2022 in cond-mat.stat-mech, math-ph, math.MP, and math.PR | (2211.11850v1)

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 $\alpha > 0$. Using a Coulomb gas method, we study the statistics of $s = (1/N) \sum_{i=1}N f(x_i)$ 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 ${\rm Var}(s) \approx b/N3$ for large $N$. We provide an exact compact formula for the constant $b = 1/(4\alpha) \int_{-2 \alpha}{2\alpha} [f'(x)]2\, dx$. In addition, we also calculate the full large deviation function characterising the tails of the full distribution ${\cal P}(s,N)$ for several different examples of $f(x)$. Our analytical predictions are confirmed by numerical simulations.

Citations (9)

Summary

Paper to Video (Beta)

Whiteboard

No one has generated a whiteboard explanation for this paper yet.

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Continue Learning

We haven't generated follow-up questions for this paper yet.

Collections

Sign up for free to add this paper to one or more collections.