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Logarithmic Spectral Distribution of a non-Hermitian β-Ensemble

Gernot Akemann, Francesco Mezzadri, Patricia Päßler*, Henry Taylor

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)peer-review

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Abstract

We introduce a non-Hermitian β-ensemble and determine its spectral density in the limit of large β and large matrix size n. The ensemble is given by a general tridiagonal complex random matrix of normal and chi-distributed random variables, extending previous work of two of the authors. The joint distribution of eigenvalues contains a Vandermonde determinant to the power β and a residual coupling to the eigenvectors. A tool in the computation of the limiting spectral density is a single characteristic polynomial for centred tridiagonal Jacobi matrices, for which we explicitly determine the coefficients in terms of its matrix elements. In the low temperature limit β >> 1 our ensemble reduces to such a centred matrix with vanishing diagonal. A general theorem from free probability based on the variance of the coefficients of the characteristic polynomial allows us to obtain the spectral density when additionally taking the large-n limit. It is rotationally invariant on a compact disc, given by the logarithm of the radius plus a constant. The same density is obtained when starting form a tridiagonal complex symmetric ensemble, which thus plays a special role. Extensive numerical simulations confirm our analytical results and put this and the previously studied ensemble in the context of the pseudospectrum.
Original languageEnglish
Number of pages52
JournalSymmetry, Integrability and Geometry: Methods and Applications
DOIs
Publication statusAccepted/In press - 15 May 2026

Keywords

  • non-Hermitian β- ensemble
  • tridiagonal complex random matrices
  • characteritic polynomials
  • free probability
  • logarithmic spectral density

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