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    Sensitivity bounds of multiparameter metrology at thermal equilibrium

    Zhu Cao*

    • College of Electronics and Information Engineering, Tongji University, Shanghai 201804, China and Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai 201210, China

    • *Contact author: caozhu@tongji.edu.cn

    Phys. Rev. A 113, 052440 – Published 18 May, 2026

    DOI: https://doi.org/10.1103/4dv5-qtwk

    Abstract

    Quantum metrology aims to enhance measurement precision beyond the classical limit by leveraging quantum resources. Unlike multiparameter dynamic quantum metrology, many questions regarding multiparameter quantum metrology at thermal equilibrium remain elusive. In particular, the ultimate precision limits achievable in this equilibrium setting are not yet well understood. In this work, we examine the fundamental limits of estimating multiple parameters with a quantum probe at thermal equilibrium. We first show that the Heisenberg limit with respect to the number of probes can be achieved, and our bound coincides with the known single-parameter bound when only one parameter is estimated. We then consider the low-temperature limit, revealing a qualitatively different behavior compared to the finite-temperature case. We give an example to illustrate the usage of our main results. Finally, we show the conditions under which the sensitivity bound can be attained and the optimal measurements to achieve it.

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