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    Real randomized measurements for analyzing properties of quantum states

    Jin-Min Liang1, Satoya Imai2,3,4,*, Shuheng Liu1, Shao-Ming Fei5, Otfried Gühne6, and Qiongyi He1,7,8,†

    • 1State Key Laboratory for Mesoscopic Physics, School of Physics, Frontiers Science Center for Nano-optoelectronics, and Collaborative Innovation Center of Quantum Matter, Peking University, Beijing 100871, China
    • 2QSTAR, INO-CNR, and LENS, Largo Enrico Fermi, 2, 50125 Firenze, Italy
    • 3Institute of Systems and Information Engineering, University of Tsukuba, Tsukuba, Ibaraki 305-8573, Japan
    • 4Center for Artificial Intelligence Research (C-AIR), University of Tsukuba, Tsukuba, Ibaraki 305-8577, Japan
    • 5School of Mathematical Sciences, Capital Normal University, Beijing 100048, China
    • 6Naturwissenschaftlich-Technische Fakultät, Universität Siegen, Walter-Flex-Straße 3, 57068 Siegen, Germany
    • 7Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan, Shanxi 030006, China
    • 8Hefei National Laboratory, Hefei 230088, China

    • *Contact author: satoyaimai@yahoo.co.jp
    • †Contact author: qiongyihe@pku.edu.cn

    Phys. Rev. A 112, 022434 – Published 27 August, 2025

    DOI: https://doi.org/10.1103/3nt1-jh38

    Abstract

    Randomized measurements are useful for analyzing quantum systems, especially when quantum control is not fully perfect. However, their practical realization typically requires multiple rotations in the complex space due to the adoption of random unitaries. Here, we introduce two simplified randomized measurements that limit rotations in a subspace of the complex space. The first is real randomized measurements (RRMs) with orthogonal evolution and real local observables. The second is partial real randomized measurements (PRRMs) with orthogonal evolution and imaginary local observables. We show that these measurement protocols exhibit different abilities in capturing correlations of bipartite systems. We explore various applications of RRMs and PRRMs in different quantum information tasks such as characterizing high-dimensional entanglement, quantum imaginarity, and predicting properties of quantum states with classical shadow.

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