Published March 25, 2025 | Published
Journal Article Open

Experimental Demonstration of Scalable Cross-Entropy Benchmarking to Detect Measurement-Induced Phase Transitions on a Superconducting Quantum Processor

  • 1. ROR icon California Institute of Technology
  • 2. ROR icon Stanford University
  • 3. ROR icon University of Cambridge
  • 4. ROR icon IBM Research - Almaden
  • 5. ROR icon University of California, Santa Barbara

Abstract

Quantum systems subject to random unitary evolution and measurements at random points in spacetime exhibit entanglement phase transitions which depend on the frequency of these measurements. Past work has experimentally observed entanglement phase transitions on near-term quantum computers, but the characterization approach using entanglement entropy is not scalable due to exponential overhead of quantum state tomography and postselection. Recently, an alternative protocol to detect entanglement phase transitions using linear cross entropy was proposed, attempting to eliminate both bottlenecks. Here, we report demonstrations of this protocol in systems with one-dimensional and all-to-all connectivities on IBM’s quantum hardware on up to 22 qubits, a regime which is presently inaccessible if postselection is required. We demonstrate data collapses onto scaling functions with critical exponents in semiquantitative agreement with theory. Our demonstration of the cross entropy benchmark (XEB) protocol paves the way for studies of measurement-induced entanglement phase transitions and associated critical phenomena on larger near-term quantum systems.

Copyright and License

© 2025 American Physical Society.

Acknowledgement

H. K. and A. J. M. were supported by the Institute for Quantum Information and Matter and the U.S. Department of Energy under Award No. DE-SC001937. J .S. and A. J. M. were supported by AFOSR under Grant No. FA9550-23-1-0625. Y. L. is supported in part by the Gordon and Betty Moore Foundation’s EPiQS Initiative through Grant No. GBMF8686, and in part by the Stanford Q-FARM Bloch Postdoctoral Fellowship in Quantum Science and Engineering. M. P. A. F. is supported by the Heising-Simons Foundation and the Simons Collaboration on Ultra-Quantum Matter, which is a grant from the Simons Foundation (651457). Y. L. and M. P. A. F. thank Yijian Zou, Paolo Glorioso and Ehud Altman for previous collaborations and discussions. Y. L. thanks Matteo Ippoliti, Vedika Khemani, and Shengqi Sang for helpful discussions and comments. M. M. thanks E. Pritchett, S. Sheldon, D. Riste, and P. Rall for useful discussions.

Supplemental Material

See Supplemental Material at http://link.aps.org/ supplemental/10.1103/PhysRevLett.xxx.xxxxxx for discussions of (1) Clifford circuit compression, (2) numerical simulation of experimental data, (3) details of qubit selection, (4) details of fitting parameters, (5) calculation of error bars, and (6) results of error mitigation; and which includes Refs. [6486].

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Additional details

Created:
April 8, 2025
Modified:
April 8, 2025