DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Observing Quantum Measurement Collapse as a Learnability Phase Transition

Journal Article · · Physical Review. X

During a quantum measurement, superpositions of states with different observable properties probabilistically collapse into one with a sharp value of the measured observable. In macroscopic quantum systems, this collapse arises via a continuous measurement-induced phase transition (MIPT) at a critical value of the strength of interaction with the measurement apparatus. MIPTs lie outside established paradigms for equilibrium or nonequilibrium critical phenomena and delineate distinct, stable dynamical and computational phases of matter. Quantum computers enable programmable simulation of the interaction of a measurement apparatus with a dynamical quantum system, to explore MIPT phenomena over a range of system sizes while retaining quantum coherence. Yet, existing experimental protocols rely on fundamentally nonscalable postselection techniques or direct classical simulation of quantum circuits. Here, we report the scalable observation of finite-size scaling evidence for an observable-sharpening MIPT in monitored quantum circuits in a chain of Yb + 171 ions in Quantinuum’s H1-1 trapped-ion quantum processor. By leveraging an equivalent description as a statistical physics problem, we implement scalable classical algorithms to infer the value of the measured observable from a single experimental shot. This technique enables a truly scalable protocol to observe observable-sharpening MIPTs in generic classes of circuits that cannot be directly classically simulated and also provides enhanced means to detect and suppress errors in the quantum simulation. Published by the American Physical Society 2024

Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
Grant/Contract Number:
AC05-00OR22725; SC0019168; SC0023999; SC0012704
OSTI ID:
2468721
Journal Information:
Physical Review. X, Journal Name: Physical Review. X Journal Issue: 4 Vol. 14; ISSN 2160-3308; ISSN PRXHAE
Publisher:
American Physical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (29)

Symmetry enriched phases of quantum circuits journal December 2021
Measurement-induced quantum phases realized in a trapped-ion quantum computer journal June 2022
Measurement-induced entanglement phase transition on a superconducting quantum processor with mid-circuit readout journal June 2023
Quantum supremacy using a programmable superconducting processor journal October 2019
Demonstration of the trapped-ion quantum CCD computer architecture journal April 2021
Measurement-induced entanglement and teleportation on a noisy quantum processor journal October 2023
Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window journal December 1994
Quantum trajectories and quantum measurement theory journal February 1996
Quantum computing, postselection, and probabilistic polynomial-time journal August 2005
Learnability Transitions in Monitored Quantum Dynamics via Eavesdropper’s Classical Shadows journal April 2024
Randomized benchmarking of quantum gates journal January 2008
Critical properties of the measurement-induced transition in random quantum circuits journal February 2020
Theory of the phase transition in random unitary circuits with measurements journal March 2020
Measurement-induced criticality in random quantum circuits journal March 2020
Decodable hybrid dynamics of open quantum systems with Z2 symmetry journal December 2023
Detecting and stabilizing measurement-induced symmetry-protected topological phases in generalized cluster models journal December 2023
Quantum Zeno effect and the many-body entanglement transition journal November 2018
Unitary-projective entanglement dynamics journal June 2019
Quantum Error Correction in Scrambling Dynamics and Measurement-Induced Phase Transition journal July 2020
Field Theory of Charge Sharpening in Symmetric Monitored Quantum Circuits journal September 2022
Transitions in the Learnability of Global Charges from Local Measurements journal November 2022
Measurement-protected quantum phases journal June 2021
Dynamical Purification Phase Transition Induced by Quantum Measurements journal October 2020
Entanglement and Charge-Sharpening Transitions in U(1) Symmetric Monitored Quantum Circuits journal October 2022
Measurement-Induced Phase Transitions in the Dynamics of Entanglement journal July 2019
Learning long-term dependencies with gradient descent is difficult journal March 1994
Quantum Nondemolition Measurements journal August 1980
Random Quantum Circuits journal March 2023
David Draper and E. I. George, and a rejoinder by the authors journal November 1999

Similar Records

Learnability Transitions in Monitored Quantum Dynamics via Eavesdropper’s Classical Shadows
Journal Article · 2024 · PRX Quantum · OSTI ID:2335377

State selectivity in core ionization of methane
Journal Article · 2025 · Physical Review Research · OSTI ID:2561419

Ab Initio Study of the Beryllium Isotopes Be 7 to Be 12
Journal Article · 2025 · Physical Review Letters · OSTI ID:2562702

Related Subjects