Random-Matrix Models of Monitored Quantum Circuits

Research output: Contribution to journalArticleResearchpeer review

Authors

  • Vir B. Bulchandani
  • S. L. Sondhi
  • J. T. Chalker

Research Organisations

External Research Organisations

  • Princeton University
  • University of Oxford
View graph of relations

Details

Original languageEnglish
Article number55
Number of pages31
JournalJournal of statistical physics
Volume191
Issue number5
Publication statusPublished - 3 May 2024

Abstract

We study the competition between Haar-random unitary dynamics and measurements for unstructured systems of qubits. For projective measurements, we derive various properties of the statistical ensemble of Kraus operators analytically, including the purification time and the distribution of Born probabilities. The latter generalizes the Porter–Thomas distribution for random unitary circuits to the monitored setting and is log-normal at long times. We also consider weak measurements that interpolate between identity quantum channels and projective measurements. In this setting, we derive an exactly solvable Fokker–Planck equation for the joint distribution of singular values of Kraus operators, analogous to the Dorokhov–Mello–Pereyra–Kumar (DMPK) equation modelling disordered quantum wires. We expect that the statistical properties of Kraus operators we have established for these simple systems will serve as a model for the entangling phase of monitored quantum systems more generally.

Keywords

    DMPK equation, Measurement-induced phase transition, Monitored quantum circuits, Random-matrix theory

ASJC Scopus subject areas

Cite this

Random-Matrix Models of Monitored Quantum Circuits. / Bulchandani, Vir B.; Sondhi, S. L.; Chalker, J. T.
In: Journal of statistical physics, Vol. 191, No. 5, 55, 03.05.2024.

Research output: Contribution to journalArticleResearchpeer review

Bulchandani VB, Sondhi SL, Chalker JT. Random-Matrix Models of Monitored Quantum Circuits. Journal of statistical physics. 2024 May 3;191(5):55. doi: 10.48550/arXiv.2312.09216, 10.1007/s10955-024-03273-0
Bulchandani, Vir B. ; Sondhi, S. L. ; Chalker, J. T. / Random-Matrix Models of Monitored Quantum Circuits. In: Journal of statistical physics. 2024 ; Vol. 191, No. 5.
Download
@article{b961f680e4f2433798e421be54aaaea6,
title = "Random-Matrix Models of Monitored Quantum Circuits",
abstract = "We study the competition between Haar-random unitary dynamics and measurements for unstructured systems of qubits. For projective measurements, we derive various properties of the statistical ensemble of Kraus operators analytically, including the purification time and the distribution of Born probabilities. The latter generalizes the Porter–Thomas distribution for random unitary circuits to the monitored setting and is log-normal at long times. We also consider weak measurements that interpolate between identity quantum channels and projective measurements. In this setting, we derive an exactly solvable Fokker–Planck equation for the joint distribution of singular values of Kraus operators, analogous to the Dorokhov–Mello–Pereyra–Kumar (DMPK) equation modelling disordered quantum wires. We expect that the statistical properties of Kraus operators we have established for these simple systems will serve as a model for the entangling phase of monitored quantum systems more generally.",
keywords = "DMPK equation, Measurement-induced phase transition, Monitored quantum circuits, Random-matrix theory",
author = "Bulchandani, {Vir B.} and Sondhi, {S. L.} and Chalker, {J. T.}",
note = "Funding Information: This research was supported in part by the National Science Foundation under Grant No. NSF PHY-1748958 at KITP. V.B.B. was supported by a fellowship at the Princeton Center for Theoretical Science during part of the completion of this work. J.T.C. was supported in part by EPSRC Grant EP/S020527/1. S.L.S. was supported by a Leverhulme Trust International Professorship, Grant Number LIP-202-014. For the purpose of Open Access, the authors have applied a CC BY public copyright license to any Author Accepted Manuscript version arising from this submission. ",
year = "2024",
month = may,
day = "3",
doi = "10.48550/arXiv.2312.09216",
language = "English",
volume = "191",
journal = "Journal of statistical physics",
issn = "0022-4715",
publisher = "Springer New York",
number = "5",

}

Download

TY - JOUR

T1 - Random-Matrix Models of Monitored Quantum Circuits

AU - Bulchandani, Vir B.

AU - Sondhi, S. L.

AU - Chalker, J. T.

N1 - Funding Information: This research was supported in part by the National Science Foundation under Grant No. NSF PHY-1748958 at KITP. V.B.B. was supported by a fellowship at the Princeton Center for Theoretical Science during part of the completion of this work. J.T.C. was supported in part by EPSRC Grant EP/S020527/1. S.L.S. was supported by a Leverhulme Trust International Professorship, Grant Number LIP-202-014. For the purpose of Open Access, the authors have applied a CC BY public copyright license to any Author Accepted Manuscript version arising from this submission.

PY - 2024/5/3

Y1 - 2024/5/3

N2 - We study the competition between Haar-random unitary dynamics and measurements for unstructured systems of qubits. For projective measurements, we derive various properties of the statistical ensemble of Kraus operators analytically, including the purification time and the distribution of Born probabilities. The latter generalizes the Porter–Thomas distribution for random unitary circuits to the monitored setting and is log-normal at long times. We also consider weak measurements that interpolate between identity quantum channels and projective measurements. In this setting, we derive an exactly solvable Fokker–Planck equation for the joint distribution of singular values of Kraus operators, analogous to the Dorokhov–Mello–Pereyra–Kumar (DMPK) equation modelling disordered quantum wires. We expect that the statistical properties of Kraus operators we have established for these simple systems will serve as a model for the entangling phase of monitored quantum systems more generally.

AB - We study the competition between Haar-random unitary dynamics and measurements for unstructured systems of qubits. For projective measurements, we derive various properties of the statistical ensemble of Kraus operators analytically, including the purification time and the distribution of Born probabilities. The latter generalizes the Porter–Thomas distribution for random unitary circuits to the monitored setting and is log-normal at long times. We also consider weak measurements that interpolate between identity quantum channels and projective measurements. In this setting, we derive an exactly solvable Fokker–Planck equation for the joint distribution of singular values of Kraus operators, analogous to the Dorokhov–Mello–Pereyra–Kumar (DMPK) equation modelling disordered quantum wires. We expect that the statistical properties of Kraus operators we have established for these simple systems will serve as a model for the entangling phase of monitored quantum systems more generally.

KW - DMPK equation

KW - Measurement-induced phase transition

KW - Monitored quantum circuits

KW - Random-matrix theory

UR - http://www.scopus.com/inward/record.url?scp=85191939779&partnerID=8YFLogxK

U2 - 10.48550/arXiv.2312.09216

DO - 10.48550/arXiv.2312.09216

M3 - Article

AN - SCOPUS:85191939779

VL - 191

JO - Journal of statistical physics

JF - Journal of statistical physics

SN - 0022-4715

IS - 5

M1 - 55

ER -