Random matrix theory universality of current operators in spin-$S$ Heisenberg chains
Mariel Kempa, Markus Kraft, Robin Steinigeweg, Jochen Gemmer, Jiaozi Wang

TL;DR
This study numerically investigates the universality of current operators in spin-$S$ Heisenberg chains, providing evidence that their statistical properties align with random matrix theory predictions in quantum chaotic regimes.
Contribution
It offers the first numerical validation of RMT universality for current operators in spin-$S$ Heisenberg chains across different spins, using symmetry-exploited quantum-typicality methods.
Findings
Evidence of RMT universality in chaotic spin chains
Consistency of current operator statistics with RMT predictions
Support for the conjecture of universal observable properties in quantum chaos
Abstract
Quantum chaotic systems exhibit certain universal statistical properties that closely resemble predictions from random matrix theory (RMT). With respect to observables, it has recently been conjectured that, when truncated to a sufficiently narrow energy window, their statistical properties can be described by an unitarily invariant ensemble, and testable criteria have been introduced, which are based on the scaling behavior of free cumulants. In this paper, we investigate the conjecture numerically in translationally invariant Heisenberg spin chains with spin quantum number . Combining a quantum-typicality-based numerical method with the exploitation of the system's symmetries, we study the spin current operator and find clear evidence of consistency with the proposed criteria in chaotic cases. Our findings further support the conjecture of the existence…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsQuantum many-body systems · Quantum chaos and dynamical systems · Quantum Information and Cryptography
