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20182026
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math.PR2026

Local law and delocalization for the Sachdev-Ye-Kitaev model

Lucas Benigni, Giorgio Cipolloni

We establish a mesoscopic local law and quantitative eigenvector-delocalization estimates for the Sachdev--Ye--Kitaev model (SYK) Hamiltonian of interacting Majorana fermions.…

math.PR2026

The eigenvalues of i.i.d. matrices are hyperuniform

Giorgio Cipolloni, László Erdős, Oleksii Kolupaiev

We prove that the point process of the eigenvalues of real or complex non-Hermitian matrices with independent, identically distributed entries is hyperuniform: the variance of…

math.PR2025

Numerical Radius of Non-Hermitian Random Matrices

Zhigang Bao, Giorgio Cipolloni

For a square matrix, the range of its Rayleigh quotients is known as the numerical range, which is a compact and convex set by the Toeplitz-Hausdorff theorem. The largest value and…

math.PR2025

Optimal Delocalization for Non--Hermitian Eigenvectors

Giorgio Cipolloni, Benjamin Landon

We prove an optimal order delocalization estimate for the eigenvectors of general non-Hermitian matrices : wi…

math.PR2025

Law of fractional logarithm for random matrices

Zhigang Bao, Giorgio Cipolloni, László Erdős +2

We prove the Paquette-Zeitouni law of fractional logarithm (LFL) for the extreme eigenvalues [arXiv:1505.05627] in full generality, and thereby verify a conjecture from [arXiv:1505…

math.PR2025

Decorrelation transition in the Wigner minor process

Zhigang Bao, Giorgio Cipolloni, László Erdős +2

We consider the Wigner minor process, i.e. the eigenvalues of an Wigner matrix together with the eigenvalues of all its minors, , $n\le N…