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This review synthesizes recent breakthroughs in quantum simulation, specifically focusing on deep thermalization and Hilbert space ergodicity as new universality classes in many-body dynamics. By leveraging a framework rooted in quantum information theory, the authors provide critical insights into how irreversible statistical mechanics emerges from reversible unitary evolution, addressing fundamental questions about equilibration beyond conventional theories. The work outlines active research directions relevant to benchmarking and tomography in quantum information science, marking a significant step forward in understanding the foundational limits of quantum thermalization.
Deep thermalization and Hilbert space ergodicity
arXiv:2609.30248v1 Announce Type: new Abstract: Recent advances in quantum simulation have enabled the discovery of novel forms of universality in quantum many-body dynamics. In this Review, we discuss deep thermalization and Hilbert space ergodicity--two recently discovered phenomena characterized by the emergence of distributions of quantum states that are "maximally random" in a precise sense. They offer a new perspective on how irreversible statistical mechanics arises from reversible unitary quantum dynamics, going beyond conventional theories of quantum thermalization and equilibration. We review a unifying framework, rooted in quantum information theory and principles of maximum entropy, that explains the different forms of ergodicity which arise under various physical constraints. We discuss open questions and active research directions, including generalizations beyond ensembles of pure quantum states, phase transitions in deep thermalization tied to deeper forms of ergodicity-breaking, connections to broader topics in quantum thermalization and ergodicity, and applications in quantum information science, such as for benchmarking or tomography.
Abstract:Recent advances in quantum simulation have enabled the discovery of novel forms of universality in quantum many-body dynamics. In this Review, we discuss deep thermalization and Hilbert space ergodicity--two recently discovered phenomena characterized by the emergence of distributions of quantum states that are "maximally random" in a precise sense. They offer a new perspective on how irreversible statistical mechanics arises from reversible unitary quantum dynamics, going beyond conventional theories of quantum thermalization and equilibration. We review a unifying framework, rooted in quantum information theory and principles of maximum entropy, that explains the different forms of ergodicity which arise under various physical constraints. We discuss open questions and active research directions, including generalizations beyond ensembles of pure quantum states, phase transitions in deep thermalization tied to deeper forms of ergodicity-breaking, connections to broader topics in quantum thermalization and ergodicity, and applications in quantum information science, such as for benchmarking or tomography.
11 pages, 5 figures. Comments welcome!
Quantum Physics (quant-ph); Statistical Mechanics (cond-mat.stat-mech)
arXiv:2609.30248 [quant-ph]
(or arXiv:2609.30248v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2609.30248 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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