4 papers
Dynamics of an outlier in the Gaussian Unitary Ensemble
John Mateus, Gabriel Téllez, Frédéric van Wijland
We endow the elements of a random matrix drawn from the Gaussian Unitary Ensemble with a Dyson Brownian motion dynamics. We initialize the dynamics of the eigenvalues with all of t…
Weakly universal dynamical correlations between eigenvalues of large random matrices
Kirone Mallick, Gabriel Téllez, Frédéric van Wijland
It was shown roughly thirty years ago that the density correlations of eigenvalues of large random matrices display a universal form, independent of most of the details of the dist…
Spin Glass Dynamics on Complex Hardware Topologies: A Bond-Correlated Percolation Approach
Viviana Gómez, Gabriel Téllez, Fernando J. Gómez-Ruiz
Understanding how frustration and disorder shape relaxation in complex systems is a central problem in statistical physics and quantum annealing. Spin-glass models provide a natura…
A machine learning approach to fast thermal equilibration
Diego Rengifo, Gabriel Téllez
We present a method to design driving protocols that achieve fast thermal equilibration of a system of interest using techniques inspired by machine learning training algorithms. F…