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Emergent Non-Markovian Nonlinear Qubit From Collective Spin Interactions

Gregory T. Carroll, Michael R. Geller, Andre Erpenbeck
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⚡ Quantum Brief
A team led by Gregory T. Carroll, Michael R. Geller, and Andre Erpenbeck demonstrated that a closed many-body quantum system can intrinsically generate a non-Markovian quantum channel acting on a nonlinear qubit. Using the Kitagawa-Ueda one-axis twisting model, they derived finite-size corrections to a nonlinear mean-field limit, revealing an emergent non-Markovian dephasing process. This produces Gaussian decay of Bloch-vector coherence with a timescale of at least the square root of N divided by twice the coupling constant g. Exact calculations show the framework’s accuracy for systems with around one hundred qubits, offering a microscopic origin for non-Markovian noise in quantum computing.
Why it matters

This work bridges microscopic many-body dynamics with non-Markovian noise in quantum hardware, enabling more accurate simulations of collective quantum systems without external environments. It also provides a rare, derived noise model rather than a phenomenological fit.

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Quantum Physics arXiv:2608.07723 (quant-ph) [Submitted on 7 Aug 2026] Title:Emergent Non-Markovian Nonlinear Qubit From Collective Spin Interactions Authors:Gregory T. Carroll, Michael R. Geller, Andre Erpenbeck View a PDF of the paper titled Emergent Non-Markovian Nonlinear Qubit From Collective Spin Interactions, by Gregory T. Carroll and 2 other authors View PDF HTML (experimental) Abstract:Open-system descriptions are typically introduced by coupling a quantum system to an external environment. Here we show that a closed interacting many-body system can itself generate a controlled non-Markovian quantum channel acting on a reduced nonlinear qubit through finite-size corrections to a nonlinear mean-field limit. We demonstrate this using the Kitagawa-Ueda one-axis twisting model, $H=\chi J_z^2$, a paradigmatic model of collective spin dynamics, spin squeezing, and two-component Bose-Einstein condensates. Although the large-$N$ regime of this model has been extensively studied, the conventional fixed-$\chi$ scaling does not yield a nontrivial dynamical large-$N$ limit. In this paper, we investigate a complementary large-$N$ formulation obtained from the double limit $N\rightarrow\infty$ and $\chi\rightarrow O(g/N)$, where $g$ is a coupling constant. We derive the leading finite-$N$ corrections to this limit and show that they correspond to an emergent non-Markovian dephasing process, producing a Gaussian decay of the Bloch-vector coherence with characteristic timescale $t_\varphi\geq\sqrt{N}/(2g)$. Exact finite-$N$ calculations demonstrate that this effective open-system description becomes quantitatively accurate for systems containing on the order of one hundred qubits. The resulting framework provides a microscopic realization of non-Markovian dephasing generated intrinsically by a closed many-body system and enables efficient simulation of collective quantum dynamics beyond unitary mean-field theory. These results link the long-studied phenomenon of phase diffusion in atomic ensembles and Bose-Einstein condensates to the growing effort to characterize non-Markovian, beyond-Lindblad noise in quantum computing hardware, providing a rare case in which such a noise channel is derived from microscopic dynamics rather than fit phenomenologically. Subjects: Quantum Physics (quant-ph) Cite as: arXiv:2608.07723 [quant-ph] (or arXiv:2608.07723v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2608.07723 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Gregory Carroll [view email] [v1] Fri, 7 Aug 2026 19:23:40 UTC (477 KB) Full-text links: Access Paper: View a PDF of the paper titled Emergent Non-Markovian Nonlinear Qubit From Collective Spin Interactions, by Gregory T. Carroll and 2 other authorsView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph new | recent | 2026-08 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?) 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

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