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    Correlations, spectra, and entanglement transitions in ensembles of matrix product states

    Hugo Lóio1, Guillaume Cecile1,2, Sarang Gopalakrishnan3, Guglielmo Lami1, and Jacopo De Nardis1

    Phys. Rev. B 112, 035127 – Published 10 July, 2025

    DOI: https://doi.org/10.1103/ymzz-923j

    Abstract

    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 show how different characteristics of the spectral density correspond to different types of circuits, revealing that these MPS ensembles retain crucial physical information on the underlying microscopic dynamics within the spectral densities of their transfer matrix. Notably, in the presence of quantum monitoring, we show the existence of a measurement-induced entanglement transition (MIPT) at finite bond dimensions, with the averaged dimension of the null space serving as the effective order parameter.

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