Correlations, Spectra and Entanglement Transitions in Ensembles of Matrix Product States

Fuente: arXiv
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Main Authors: Lóio, Hugo, Cecile, Guillaume, Gopalakrishnan, Sarang, Lami, Guglielmo, De Nardis, Jacopo
Format: Preprint
Published: 2024
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author Lóio, Hugo
Cecile, Guillaume
Gopalakrishnan, Sarang
Lami, Guglielmo
De Nardis, Jacopo
author_facet Lóio, Hugo
Cecile, Guillaume
Gopalakrishnan, Sarang
Lami, Guglielmo
De Nardis, Jacopo
contents We investigate ensembles of Matrix Product States (MPSs) generated by quantum circuit evolution followed by projection onto MPSs with a fixed bond dimension $χ$. Specifically, we consider ensembles produced by: (i) random sequential unitary circuits, (ii) random brickwork unitary circuits, and (iii) circuits involving both unitaries and projective measurements. In all cases, we analyze the spectra of the MPS transfer matrices and relate them to the spreading of mutual information in the MPS state. We demonstrate how different features of the spectral density correspond to distinct types of circuits, revealing that these MPS ensembles retain crucial physical information about the underlying microscopic dynamics. Notably, in the presence of quantum monitoring, we show the existence of a measurement-induced entanglement transition (MIPT) in MPS ensembles, with the averaged dimension of the transfer matrix's null space serving as the effective order parameter.
format Preprint
id arxiv_https___arxiv_org_abs_2412_14261
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Correlations, Spectra and Entanglement Transitions in Ensembles of Matrix Product States
Lóio, Hugo
Cecile, Guillaume
Gopalakrishnan, Sarang
Lami, Guglielmo
De Nardis, Jacopo
Quantum Physics
Statistical Mechanics
We investigate ensembles of Matrix Product States (MPSs) generated by quantum circuit evolution followed by projection onto MPSs with a fixed bond dimension $χ$. Specifically, we consider ensembles produced by: (i) random sequential unitary circuits, (ii) random brickwork unitary circuits, and (iii) circuits involving both unitaries and projective measurements. In all cases, we analyze the spectra of the MPS transfer matrices and relate them to the spreading of mutual information in the MPS state. We demonstrate how different features of the spectral density correspond to distinct types of circuits, revealing that these MPS ensembles retain crucial physical information about the underlying microscopic dynamics. Notably, in the presence of quantum monitoring, we show the existence of a measurement-induced entanglement transition (MIPT) in MPS ensembles, with the averaged dimension of the transfer matrix's null space serving as the effective order parameter.
title Correlations, Spectra and Entanglement Transitions in Ensembles of Matrix Product States
topic Quantum Physics
Statistical Mechanics
url https://arxiv.org/abs/2412.14261