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    Harnessing Nonconvex Quantum Correlations of Independent Qubits

    Liang-Liang Sun (孙亮亮)1, Xiang Zhou1, Chengjie Zhang2, Zizhu Wang (王子竹)3,4,*, Yong-Shun Song5,†, and Sixia Yu (郁司夏)1,6,‡

    • *Contact author: zizhu@uestc.edu.cn
    • †Contact author: ys.song320@gmail.com
    • ‡Contact author: yusixia@ustc.edu.cn

    Phys. Rev. Lett. 136, 160202 – Published 22 April, 2026

    DOI: https://doi.org/10.1103/85vr-bgys

    Abstract

    Quantum correlations in Bell and prepare-and-measure experiments are central resources for probing nonclassicality and enabling device-based quantum information protocols. In the absence of shared public randomness (i.e., without run-to-run mixing), even qubit correlation sets are typically nonconvex, making standard convex characterizations inadequate. Here we derive qubit-specific constraints from uncertainty relations, yielding a state-independent consistency test for observed statistics in both prepare-and-measure and Bell scenarios. The test captures explicit nonconvex boundaries in representative correlation families and enables correlation-based device inference by constraining (and sometimes uniquely determining) unitary-invariant measurement parameters even away from extreme points. Moreover, incorporating the inferred qubit constraints as additional conditions in a moment-matrix relaxation strengthens separability tests and can certify entanglement even for Bell-local correlations within the independent-device model. These tools provide a practical route to characterize and leverage low-dimensional quantum devices, including certification, randomness generation, and entanglement verification.

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