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    Thermalization of finite complexity and its application to heat-bath algorithmic cooling

    Xueyuan Hu*

    Valerio Scarani†

    • *Contact author: xyhu@sdu.edu.cn
    • †Contact author: physv@nus.edu.sg

    Phys. Rev. A 112, 042209 – Published 14 October, 2025

    DOI: https://doi.org/10.1103/r3jn-1z54

    Abstract

    We introduce a class of thermal operations based on the collision model, where the system sequentially interacts with uncorrelated bath molecules via energy-preserving unitaries. To ensure finite complexity, each molecule is constrained to be no larger than the system. We identify a necessary condition for cooling below the bath temperature via a single collision: The system must initially lack a well-defined effective temperature, even a negative one. By constructing an iterative protocol, we demonstrate that sub-bath cooling is achievable without a machine under these restricted thermal operations. Moreover, introducing a qubit machine further enhances both the cooling limit and energy efficiency. These findings contribute to the broader study of cooling with finite resources.

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