Measurement-induced phase transitions by matrix product states scaling

TL;DR

This paper investigates measurement-induced phase transitions in quantum spin chains using matrix product states and the TDVP algorithm, revealing a phase transition in the error rate and a charge-sharpening transition separate from the entanglement transition.

Contribution

It demonstrates that TDVP-based MPS evolution can efficiently detect measurement-induced phase transitions and distinguishes charge-sharpening from entanglement transitions in quantum systems.

Findings

Error rate exhibits a phase transition with monitoring strength.

Charge-sharpening transition is distinct from the entanglement transition.

Method effectively determines critical parameters in many-body quantum systems.

Abstract

We study the time evolution of long quantum spin chains subjected to continuous monitoring via matrix product states (MPS) at fixed bond dimension, with the Time-Dependent Variational Principle (TDVP) algorithm. The latter gives an effective classical non-linear evolution with a conserved charge, which approximates the real quantum evolution up to an error. We show that the error rate displays a phase transition in the monitoring strength, which can be well detected by scaling analysis with relatively low values of bond dimensions. The method allows for an efficient numerical determination of the critical measurement-induced phase transition parameters in many-body quantum systems. Moreover, in the presence of U(1) global spin charge, we show the existence of a charge-sharpening transition well separated from the entanglement transition which we detect by studying the charge fluctuations of a local sub-part of the system at very large times. Our work substantiates the TDVP time evolution as a method to identify measured-induced phase transitions in systems of arbitrary dimensions and sizes.