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Mathematical Aspects of Statistical Physics and Quantum Information - Day 1

Dublin Institute for Advanced Studies DIAS via YouTube

Overview

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Explore advanced mathematical concepts in statistical physics and quantum information through this workshop recording featuring four distinguished speakers at the Dublin Institute for Advanced Studies. Delve into quantum symmetries with David Evans, examining the mathematical structures underlying quantum mechanical systems. Learn about the fundamental limitations and possibilities of copying quantum states through Hans Maassen's presentation on quantum information theory. Investigate recent developments in Dyson models with Aernout van Enter, focusing on mathematical approaches to understanding phase transitions and critical phenomena in statistical mechanics. Discover the intersection of statistical mechanics and artificial intelligence through Pierluigi Contucci's exploration of how statistical physics principles apply to machine learning and neural networks. Gain insights into cutting-edge research areas where mathematics, physics, and information theory converge, presented as part of a celebration honoring Professor Tony Dorlas's contributions to mathematical physics.

Syllabus

00:00:00 David Evans: Quantum Symmetries
00:47:52 Hans Maassen: Copying Quantum States
01:37:41 Aernout van Enter: Some Recent Results on Dyson Models
02:22:22 Pierluigi Contucci: Statistical Mechanics and Artificial Intelligence

Taught by

Dublin Institute for Advanced Studies DIAS

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