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This research introduces a novel geometric framework using state-graph heterogeneity and hitting times to detect slow relaxation dynamics in many-body quantum systems. By analyzing the spectral radius of the hitting matrix across models like the Rosenzweig-Porter and quantum East models, it offers a unified method for identifying phase transitions where relaxation slows down sharply. The work advances our theoretical understanding of non-equilibrium quantum phases without relying on traditional dynamical observables alone.
Identifying slow relaxation in many-body quantum systems through state-graph geometry and state-graph heterogeneity
arXiv:2608.05298v1 Announce Type: new Abstract: We adapt tools from the theory of quantum random walks to investigate slow relaxation dynamics through the many-body state graph. Specifically, we construct a probe of heterogeneity between basis states defined using hitting times derived from the unitary time-evolution operator. We find that the state-graph geometry, encoded by the pairwise hitting time of basis states, is a highly sensitive indicator of slow relaxation dynamics in a variety of systems. We study three paradigmatic models: the Rosenzweig-Porter model, the quantum East model, and the triangular lattice gas model, exhibiting a sudden onset of slow dynamics upon tuning of a control parameter. As a global characterization of the graph geometry, we analyze the spectral radius of the hitting matrix. We find that it increases sharply at the onset of slow dynamics, spanning many orders of magnitude, with a characteristic crossing point at the transition. Our work provides a geometric framework for describing and identifying phases with slow relaxation using a unified graph-theoretic formalism.
Abstract:We adapt tools from the theory of quantum random walks to investigate slow relaxation dynamics through the many-body state graph. Specifically, we construct a probe of heterogeneity between basis states defined using hitting times derived from the unitary time-evolution operator. We find that the state-graph geometry, encoded by the pairwise hitting time of basis states, is a highly sensitive indicator of slow relaxation dynamics in a variety of systems. We study three paradigmatic models: the Rosenzweig-Porter model, the quantum East model, and the triangular lattice gas model, exhibiting a sudden onset of slow dynamics upon tuning of a control parameter. As a global characterization of the graph geometry, we analyze the spectral radius of the hitting matrix. We find that it increases sharply at the onset of slow dynamics, spanning many orders of magnitude, with a characteristic crossing point at the transition. Our work provides a geometric framework for describing and identifying phases with slow relaxation using a unified graph-theoretic formalism.
Quantum Physics (quant-ph); Quantum Gases (cond-mat.quant-gas); Statistical Mechanics (cond-mat.stat-mech)
arXiv:2608.05298 [quant-ph]
(or arXiv:2608.05298v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2608.05298 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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