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Review

Matrix Quantum Mechanics and Entanglement Entropy: A Review

by
Jackson R. Fliss
1,2,* and
Alexander Frenkel
3
1
Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, UK
2
Physique Théoretique et Mathématique, Université Libre de Bruxelles & International Solvay Institutes, CP 231, 1050 Brussels, Belgium
3
Simons Center for Geometry and Physics, Stony Brook University, Stony Brook, NY 11794, USA
*
Author to whom correspondence should be addressed.
Entropy 2026, 28(1), 58; https://doi.org/10.3390/e28010058
Submission received: 24 November 2025 / Revised: 20 December 2025 / Accepted: 21 December 2025 / Published: 31 December 2025
(This article belongs to the Special Issue Coarse and Fine-Grained Aspects of Gravitational Entropy)

Abstract

We review aspects of entanglement entropy in the quantum mechanics of N×N matrices, i.e., matrix quantum mechanics (MQM), at large N. In doing so, we review standard models of MQM and their relation to string theory, D-brane physics, and emergent non-commutative geometries. We overview, in generality, definitions of subsystems and entanglement entropies in theories with gauge redundancy and discuss the additional structure required for definining subsystems in MQMs possessing a U(N) gauge redundancy. In connecting these subsystems to non-commutative geometry, we review several works on ‘target space entanglement,’ and entanglement in non-commutative field theories, highlighting the conditions in which target space entanglement entropy displays an ‘area law’ at large N. We summarize several example calculations of entanglement entropy in non-commutative geometries and MQMs. We review recent work in connecting the area law entanglement of MQM to the Ryu–Takayanagi formula, highlighting the conditions in which U(N) invariance implies a minimal area formula for the entanglement entropy at large N. Finally, we make comments on open questions and research directions.
Keywords: matrix quantum mechanics; entanglement entropy; large N matrix quantum mechanics; entanglement entropy; large N

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MDPI and ACS Style

Fliss, J.R.; Frenkel, A. Matrix Quantum Mechanics and Entanglement Entropy: A Review. Entropy 2026, 28, 58. https://doi.org/10.3390/e28010058

AMA Style

Fliss JR, Frenkel A. Matrix Quantum Mechanics and Entanglement Entropy: A Review. Entropy. 2026; 28(1):58. https://doi.org/10.3390/e28010058

Chicago/Turabian Style

Fliss, Jackson R., and Alexander Frenkel. 2026. "Matrix Quantum Mechanics and Entanglement Entropy: A Review" Entropy 28, no. 1: 58. https://doi.org/10.3390/e28010058

APA Style

Fliss, J. R., & Frenkel, A. (2026). Matrix Quantum Mechanics and Entanglement Entropy: A Review. Entropy, 28(1), 58. https://doi.org/10.3390/e28010058

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