##### Department of Mathematics,

University of California San Diego

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### Math 243, Functional Analysis

## Prof. Mario Kieburg

#### University of Melbourne

## Random Matrices in Quantum Information

##### Abstract:

Born out of the information paradox of black holes, which asks about the apparent contradiction of a thermal radiation while the evolution of a quantum system must be unitary, Page studied the reduced density matrix of uniformly distributed pure states (essentially unit vectors in a Hilbert space). This construction yields a random matrix which can be analytically analysed in full detail. In recent years, there have been extensions of Page's model to Gaussian quantum states. Those states describe submanifolds in the Hilbert space whose dimensions are exponentially smaller than the dimension of the Hilbert space. Nevertheless, the corresponding ``embedded'' random matrix ensembles exhibit universal behaviour as numerical simulations have shown. In my talk, I will report on this progress and show you how mathematically rich this topic is. We will travel through the topics of group theory, harmonic analysis and integrable probability.

Host: Priyanga Ganesan

### November 21, 2023

### 11:00 AM

Zoom (meeting ID: 94246284235)

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