Rectangular Matrix Additions in Low and High Temperatures

We study the addition of two independent random $N\times M$ rectangular matrices with invariant distributions in two limiting regimes, where the parameter $\beta$ (inverse temperature) tends to infinity and $0$. In the low temperature regime the random singular values of the sum concentrate at deterministic points, while in the high temperature regime, we obtain a law of large numbers for the empirical measures. As a consequence, we obtain a duality between low and high temperatures. Our proof uses the type BC Bessel function as characteristic function of rectangular matrices, and through the analysis of this function we introduce a new family of cumulants, that linearize the addition in the high temperature limit, and degenerate to the classical and free cumulants in special cases.

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Publication Details

Journal
Symmetry Integrability and Geometry Methods and Applications
Published
2026-05-27
DOI
https://doi.org/10.3842/sigma.2026.053
Primary Topic
Random Matrices and Applications
Type
preprint
Field-Weighted Citation Impact
0.00

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preprint

Rectangular Matrix Additions in Low and High Temperatures

Jiaming Xu
2 links
Symmetry Integrability and Geometry Methods and Applications
Random Matrices and Applications
preprint

Rectangular Matrix Additions in Low and High Temperatures

Jiaming Xu
preprint en

Abstract

We study the addition of two independent random $N\times M$ rectangular matrices with invariant distributions in two limiting regimes, where the parameter $\beta$ (inverse temperature) tends to infinity and $0$. In the low temperature regime the random singular values of the sum concentrate at deterministic points, while in the high temperature regime, we obtain a law of large numbers for the empirical measures. As a consequence, we obtain a duality between low and high temperatures. Our proof uses the type BC Bessel function as characteristic function of rectangular matrices, and through the analysis of this function we introduce a new family of cumulants, that linearize the addition in the high temperature limit, and degenerate to the classical and free cumulants in special cases.

Symmetry Integrability and Geometry Methods and Applications
National Science Foundation
Peace, Justice and strong institutions
Openalex Percentile: Top 100%
Random Matrices and Applications
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