aiqbench analysis
This study identifies a universal "magic barrier" in the entanglement spectrum of quantum chaotic systems during thermalization, marking a critical threshold where non-stabilizerness peaks before entropy saturates. The findings imply that accurately simulating such dynamics for nonabelian gauge theories necessitates genuine quantum computing resources rather than classical approximation methods.
The Magic Barrier before Thermalization
arXiv:2510.11681v2 Announce Type: replace Abstract: We investigate the time dependence of anti-flatness in the entanglement spectrum, a measure for non-stabilizerness and lower bound for non-local quantum magic resource, on a subsystem of a linear SU(2) plaquette chain during thermalization. Tracing the time evolution of a large number of initial states, we find that the anti-flatness exhibits a barrier-like maximum during the time period when the entanglement entropy of the subsystem grows rapidly from the initial value to the microcanonical entropy. The location of the peak is strongly correlated with the time when the entanglement exhibits the strongest growth. This behavior is found for generic highly excited initial computational basis states and persists for coupling constants across the ergodic regime, revealing a universal structure of the entanglement spectrum during thermalization. We conclude that quantitative simulations of thermalization for nonabelian gauge theories require quantum computing. We speculate that this property generalizes to other quantum chaotic systems, a conjecture supported by analogous behavior observed in real-time simulations of the mixed-field Ising model.
Abstract:We investigate the time dependence of anti-flatness in the entanglement spectrum, a measure for non-stabilizerness and lower bound for non-local quantum magic resource, on a subsystem of a linear SU(2) plaquette chain during thermalization. Tracing the time evolution of a large number of initial states, we find that the anti-flatness exhibits a barrier-like maximum during the time period when the entanglement entropy of the subsystem grows rapidly from the initial value to the microcanonical entropy. The location of the peak is strongly correlated with the time when the entanglement exhibits the strongest growth. This behavior is found for generic highly excited initial computational basis states and persists for coupling constants across the ergodic regime, revealing a universal structure of the entanglement spectrum during thermalization. We conclude that quantitative simulations of thermalization for nonabelian gauge theories require quantum computing. We speculate that this property generalizes to other quantum chaotic systems, a conjecture supported by analogous behavior observed in real-time simulations of the mixed-field Ising model.
Quantum Physics (quant-ph); Statistical Mechanics (cond-mat.stat-mech); High Energy Physics - Lattice (hep-lat); High Energy Physics - Phenomenology (hep-ph); High Energy Physics - Theory (hep-th)
arXiv:2510.11681 [quant-ph]
(or arXiv:2510.11681v2 [quant-ph] for this version)
Phys. Rev. Lett. 136, 230403 (2026)
https://doi.org/10.1103/wtq7-qy11 DOI(s) linking to related resources
Full text under the publisher's open licence · 208 words
Related coverage

Chinese Academy of Sciences Maps Entanglement via Magic Barrier
Quantum Zeitgeist · Jul 14, 2026
The Magic Barrier: A Universal Feature of Quantum Thermalization
arXiv · Oct 16, 2026

News
Quantum Computing Report · Jun 7, 2026

Non-stabilizerness and violations of CHSH inequalities
Quantum Journal · Sep 21, 2026