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Simulation of a Heterogeneous Quantum Network

Hayden Miller, Caitao Zhan, Michael Bishof, Joaquin Chung, Han Xu, Prem Kumar, Rajkumar Kettimuthu
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Researchers from Northwestern University and Argonne National Lab developed a simulation framework for heterogeneous quantum networks, addressing the challenge of integrating disparate qubit platforms, photon wavelengths, and device timescales in scalable systems. The team built upon SeQUeNCe, a discrete-event quantum network simulator, introducing hardware-faithful models for ytterbium atoms and superconducting qubits—two leading quantum computing platforms with mismatched operational characteristics. Their simulations implemented entanglement generation and swapping protocols for time-bin encoded photons, explicitly accounting for clock rate disparities and losses from quantum frequency conversion, revealing critical trade-offs between rate and fidelity. The study identified unique bottlenecks in heterogeneous systems, including transducer noise and synchronization challenges, which could inform future architecture designs and protocol optimizations for multi-user quantum networks. All models are open-source and extensible, enabling reproducible evaluations of future heterogeneous quantum network designs, accelerating development without costly physical iterations.
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Quantum Physics arXiv:2512.04211 (quant-ph) [Submitted on 3 Dec 2025] Title:Simulation of a Heterogeneous Quantum Network Authors:Hayden Miller, Caitao Zhan, Michael Bishof, Joaquin Chung, Han Xu, Prem Kumar, Rajkumar Kettimuthu View a PDF of the paper titled Simulation of a Heterogeneous Quantum Network, by Hayden Miller and 6 other authors View PDF HTML (experimental) Abstract:Quantum networks are expected to be heterogeneous systems, combining distinct qubit platforms, photon wavelengths, and device timescales to achieve scalable, multiuser connectivity. Building and iterating on such systems is costly and slow, motivating hardware-faithful simulations to explore architecture design space and justify implementation decisions. This paper presents a framework for simulating heterogeneous quantum networks based on SeQUeNCe, a discrete-event simulator of quantum networks. We introduce faithful device models for two representative platforms - Ytterbium atoms and superconducting qubits. On top of these models, we implement entanglement generation and entanglement swapping protocols for time-bin encoded photons that account for disparate clock rates and quantum frequency conversion and transducer losses/noise brought by the heterogeneity. Using extensive simulations, we map the rate-fidelity trade space and identify the dominant bottlenecks unique to heterogeneous systems. The models are open source and extensible, enabling reproducible evaluation of future heterogeneous designs and protocols. Comments: Subjects: Quantum Physics (quant-ph); Networking and Internet Architecture (cs.NI) Cite as: arXiv:2512.04211 [quant-ph] (or arXiv:2512.04211v1 [quant-ph] for this version) https://doi.org/10.48550/arXiv.2512.04211 Focus to learn more arXiv-issued DOI via DataCite (pending registration) Submission history From: Hayden Miller [view email] [v1] Wed, 3 Dec 2025 19:32:22 UTC (1,249 KB) Full-text links: Access Paper: View a PDF of the paper titled Simulation of a Heterogeneous Quantum Network, by Hayden Miller and 6 other authorsView PDFHTML (experimental)TeX Source view license Current browse context: quant-ph new | recent | 2025-12 Change to browse by: cs cs.NI 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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