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Extreme statistics of non-intersecting Brownian paths
(University of Washington, 2017)
We consider finite collections of N non-intersecting Brownian paths on the line and on the half-line with both absorbing and reflecting boundary conditions (corresponding to Brownian excursions and reflected Brownian ...
Non-intersecting Brownian bridges and the Laguerre Orthogonal Ensemble
(Institute of Mathematical Statistics, 2017)
We show that the squared maximal height of the top path amongNnon-intersecting Brownian bridges starting andending at the origin is distributed as the top eigenvalue of a random matrix drawn from the Laguerre Orthogonal ...
The KPZ fixed point
(INT Press Boston, 2021)
An explicit Fredholm determinant formula is derived for the multipoint distribution of the
height function of the totally asymmetric simple exclusion process (TASEP) with arbitrary right-finite
initial condition. The ...
Scaling Limits of Correlations of Characteristic Polynomials for the Gaussian beta-Ensemble with External Source
(2015)
We study the averaged product of characteristic polynomials of large random matrices in the Gaussian beta-ensemble perturbed by an external source of finite rank. We prove that at the edge of the spectrum, the limiting ...
Symbiosis between quantum physics and machine learning: Applications in data science, many-body physics and quantum computation
(Universidad Nacional de ColombiaBogotá - Ciencias - Doctorado en Ciencias - FísicaFacultad de CienciasBogotá, ColombiaUniversidad Nacional de Colombia - Sede Bogotá, 2022-12-01)
This thesis explores the intersections between quantum computing, quantum physics and machine learning. In the three fields, estimating probability distributions plays a central role. In the case of quantum computing and ...