Selberg Integrals, Super hypergeometric functions and Applications to $\beta$-Ensembles of Random Matrices
Patrick Desrosiers, Dang-Zheng Liu

TL;DR
This paper introduces a new Selberg-type integral related to deformed Calogero-Sutherland systems, explores its properties, and applies it to evaluate characteristic polynomial ratios in beta-ensembles of Random Matrix Theory.
Contribution
It presents a novel Selberg-type integral, establishes its differential equations, and connects a hypergeometric function with super Jack polynomials to Random Matrix Theory applications.
Findings
Derived a holonomic system for the integral.
Proved uniqueness of the hypergeometric function solution.
Evaluated characteristic polynomial ratios in beta-ensembles.
Abstract
We study a new Selberg-type integral with indeterminates, which turns out to be related to the deformed Calogero-Sutherland systems. We show that the integral satisfies a holonomic system of non-symmetric linear partial differential equations. We also prove that a particular hypergeometric function defined in terms of super Jack polynomials is the unique solution of the system. Some properties such as duality relations, integral formulas, Pfaff-Euler and Kummer transformations are also established. As a direct application, we evaluate the expectation value of ratios of characteristic polynomials in the classical -ensembles of Random Matrix Theory.
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.
Taxonomy
TopicsAlgebraic structures and combinatorial models · Random Matrices and Applications · Advanced Mathematical Identities
