On an average over the Gaussian Unitary Ensemble
F. Mezzadri, M. Y. Mo

TL;DR
This paper analyzes the asymptotic behavior of a specialized partition function related to the Gaussian Unitary Ensemble, revealing new eigenvalue statistics and their generating functions in the large matrix limit.
Contribution
It computes the leading order of the partition function and its Taylor coefficients for large matrices, introducing new eigenvalue statistics in GUE.
Findings
Asymptotic formula for the partition function in the specified range
Identification of new eigenvalue statistics in GUE
Connection to moment generating functions of singular linear statistics
Abstract
We study the asymptotic limit for large matrix dimension N of the partition function of the unitary ensemble with weight exp(-z^2/2x^2 + t/x - x^2/2). We compute the leading order term of the partition function and of the coefficients of its Taylor expansion. Our results are valid in the range N^(-1/2) < z < N^(1/4). Such partition function contains all the information on a new statistics of the eigenvalues of matrices in the Gaussian Unitary Ensemble (GUE) that was introduced by Berry and Shukla (J. Phys. A: Math. Theor., Vol. 41 (2008), 385202, arXiv:0807.3474). It can also be interpreted as the moment generating function of a singular linear statistics.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
