Measurement-Induced Phase Transitions in the Dynamics of Entanglement

Brian Skinner, Jonathan Ruhman, Adam Nahum

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329 Scopus citations


We define dynamical universality classes for many-body systems whose unitary evolution is punctuated by projective measurements. In cases where such measurements occur randomly at a finite rate p for each degree of freedom, we show that the system has two dynamical phases: "entangling" and "disentangling." The former occurs for p smaller than a critical rate pc and is characterized by volume-law entanglement in the steady state and "ballistic" entanglement growth after a quench. By contrast, for p>pc the system can sustain only area-law entanglement. At p=pc the steady state is scale invariant, and in 1+1D, the entanglement grows logarithmically after a quench. To obtain a simple heuristic picture for the entangling-disentangling transition, we first construct a toy model that describes the zeroth Rényi entropy in discrete time. We solve this model exactly by mapping it to an optimization problem in classical percolation. The generic entangling-disentangling transition can be diagnosed using the von Neumann entropy and higher Rényi entropies, and it shares many qualitative features with the toy problem. We study the generic transition numerically in quantum spin chains and show that the phenomenology of the two phases is similar to that of the toy model but with distinct "quantum" critical exponents, which we calculate numerically in 1+1D. We examine two different cases for the unitary dynamics: Floquet dynamics for a nonintegrable Ising model, and random circuit dynamics. We obtain compatible universal properties in each case, indicating that the entangling-disentangling phase transition is generic for projectively measured many-body systems. We discuss the significance of this transition for numerical calculations of quantum observables in many-body systems.

Original languageEnglish
Article number031009
JournalPhysical Review X
Issue number3
StatePublished - 22 Jul 2019

Bibliographical note

Funding Information:
We thank D. Bernard, E. Bettelheim, A. De Luca, J. Dubail, J. Garrahan, S. Gopalakrishnan, M. Gullans, J. Haah, D. Kovrizhin, J. Pixley, S. Roy, R. Vasseur, and H. Wilming for useful discussions and correspondence. B. S. was supported as part of the MIT Center for Excitonics, an Energy Frontier Research Center funded by the U.S. Department of Energy, Office of Science, Basic Energy Sciences under Grant No. DE-SC0001088. J. R. acknowledges support from the Gordon and Betty Moore Foundation under the EPiQs initiative (Grant No. GBMF4303). A. N. acknowledges EPSRC Grant No. EP/N028678/1.

Publisher Copyright:
© 2019 authors. Published by the American Physical Society.


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