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Classical vs quantum dynamics and the onset of chaos in a macrospin system

arXiv Quantum Physics
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Researchers analyzed a periodically driven macrospin system with long-range interactions and dissipation, revealing distinct chaotic, quasiperiodic, and periodic phases in the thermodynamic limit using bifurcation diagrams and Lyapunov exponents. Classical and quantum dynamics converge when the maximal Lyapunov exponent is positive, aligning for timescales up to the Lyapunov time, but diverge when finite-size effects suppress thermodynamic behaviors. Quantum simulations in the Dicke basis showed finite-size systems lack some chaotic features present in the thermodynamic limit, though both exhibit similar dynamical phases under certain conditions. Convergence between quantum and classical dynamics depends on sharp localization of the density matrix’s nonzero elements, with delocalization signaling quantum chaos in chaotic regimes. Despite orbital differences in chaotic systems, quantum evolution diffusively explores Hilbert space, confirming quantum chaos through density matrix delocalization rather than fundamental classical-quantum discrepancies.
Classical vs quantum dynamics and the onset of chaos in a macrospin system

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Quantum Physics arXiv:2601.00062 (quant-ph) [Submitted on 31 Dec 2025] Title:Classical vs quantum dynamics and the onset of chaos in a macrospin system Authors:Haowei Fan, Vladimir Fal'ko, Xiao Li View a PDF of the paper titled Classical vs quantum dynamics and the onset of chaos in a macrospin system, by Haowei Fan and 2 other authors View PDF HTML (experimental) Abstract:We study a periodically driven macrospin system with anisotropic long-range interactions and collective dissipation, described by a Lindblad master equation. In the thermodynamic limit ($N\to\infty$), a mean-field treatment yields classical equations of motion, whose dynamics are characterized via the maximal Lyapunov exponent (MLE). Focusing on the thermodynamic limit, we map out chaotic, quasiperiodic, and periodic phases via bifurcation diagrams, MLEs, and Fourier spectra of evolved observables, identifying classic period-doubling bifurcations and fractal boundaries in the regions of attractors. Finite-size quantum simulations in the Dicke basis reveal that while both quantum and classical systems exhibit diverse dynamical phases, finite-size effects suppress some behaviors present in the thermodynamic limit. The sign of $\lambda_{\mathrm{max}}$ serves as a key indicator of convergence between quantum and classical dynamics, which agree over timescales up to the Lyapunov time. Analysis of the density matrix shows that convergence occurs only when its nonzero elements are sharply localized. However, the nonconvergence does not imply a fundamental difference between quantum and classical dynamics: in chaotic regimes, although the evolution orbits of quantum and classical systems show significant differences, quantum evolution becomes mixed and diffusively explores the Hilbert space, signaling quantum chaos, which can be confirmed by the delocalized nature of the density matrix. Comments: Subjects: Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn) Cite as: arXiv:2601.00062 [quant-ph] (or arXiv:2601.00062v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2601.00062 Focus to learn more arXiv-issued DOI via DataCite Submission history From: Xiao Li [view email] [v1] Wed, 31 Dec 2025 19:00:01 UTC (9,077 KB) Full-text links: Access Paper: View a PDF of the paper titled Classical vs quantum dynamics and the onset of chaos in a macrospin system, by Haowei Fan and 2 other authorsView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph new | recent | 2026-01 Change to browse by: cond-mat cond-mat.dis-nn References & Citations INSPIRE HEP NASA ADSGoogle Scholar Semantic Scholar export BibTeX citation Loading... BibTeX formatted citation × loading... Data provided by: Bookmark Bibliographic Tools Bibliographic and Citation Tools Bibliographic Explorer Toggle Bibliographic Explorer (What is the Explorer?) Connected Papers Toggle Connected Papers (What is Connected Papers?) Litmaps Toggle Litmaps (What is Litmaps?) scite.ai Toggle scite Smart Citations (What are Smart Citations?) Code, Data, Media Code, Data and Media Associated with this Article alphaXiv Toggle alphaXiv (What is alphaXiv?) Links to Code Toggle CatalyzeX Code Finder for Papers (What is CatalyzeX?) DagsHub Toggle DagsHub (What is DagsHub?) GotitPub Toggle Gotit.pub (What is GotitPub?) Huggingface Toggle Hugging Face (What is Huggingface?) Links to Code Toggle Papers with Code (What is Papers with Code?) ScienceCast Toggle ScienceCast (What is ScienceCast?) Demos Demos Replicate Toggle Replicate (What is Replicate?) Spaces Toggle Hugging Face Spaces (What is Spaces?) Spaces Toggle TXYZ.AI (What is TXYZ.AI?) Related Papers Recommenders and Search Tools Link to Influence Flower Influence Flower (What are Influence Flowers?) Core recommender toggle CORE Recommender (What is CORE?) Author Venue Institution Topic About arXivLabs arXivLabs: experimental projects with community collaborators arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs. Which authors of this paper are endorsers? | Disable MathJax (What is MathJax?)

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Source: arXiv Quantum Physics