Precision Enhancement in Transient Quantum Thermometry:Cold-Probe Bias and Its Removal

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Hauptverfasser: Saha, Debarupa, Sen, Ujjwal
Format: Preprint
Veröffentlicht: 2026
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author Saha, Debarupa
Sen, Ujjwal
author_facet Saha, Debarupa
Sen, Ujjwal
contents We unveil a fundamental temperature bias in transient quantum thermometry under Markovian dynamics. For qubit probes evolving in a thermal Markovian environment, we prove that transient precision beyond the steady-state benchmark can be achieved if and only if the probe is initially colder than the bath temperature to be estimated. Cold probes are therefore both necessary and sufficient for enhanced transient precision in the Markovian regime. We then investigate the fate of this bias in the presence of environmental memory. In particular, in a non-Markovian scenario generated by an auxiliary-mediated system-bath coupling, we find that the cold-probe requirement for enhanced transient precision persists, indicating that the temperature bias survives certain forms of memory effects. In contrast, for a non-Markovian collisional model with perfect swap interactions between bath ancillas, transient enhancement is entirely absent regardless of the probe's initial temperature. This indicates that strong non-Markovianity can lead to the complete disappearance of the enhancement effect, placing hot and cold probes on equal footing, with neither capable of achieving enhanced precision in this regime.
format Preprint
id arxiv_https___arxiv_org_abs_2601_15237
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Precision Enhancement in Transient Quantum Thermometry:Cold-Probe Bias and Its Removal
Saha, Debarupa
Sen, Ujjwal
Quantum Physics
We unveil a fundamental temperature bias in transient quantum thermometry under Markovian dynamics. For qubit probes evolving in a thermal Markovian environment, we prove that transient precision beyond the steady-state benchmark can be achieved if and only if the probe is initially colder than the bath temperature to be estimated. Cold probes are therefore both necessary and sufficient for enhanced transient precision in the Markovian regime. We then investigate the fate of this bias in the presence of environmental memory. In particular, in a non-Markovian scenario generated by an auxiliary-mediated system-bath coupling, we find that the cold-probe requirement for enhanced transient precision persists, indicating that the temperature bias survives certain forms of memory effects. In contrast, for a non-Markovian collisional model with perfect swap interactions between bath ancillas, transient enhancement is entirely absent regardless of the probe's initial temperature. This indicates that strong non-Markovianity can lead to the complete disappearance of the enhancement effect, placing hot and cold probes on equal footing, with neither capable of achieving enhanced precision in this regime.
title Precision Enhancement in Transient Quantum Thermometry:Cold-Probe Bias and Its Removal
topic Quantum Physics
url https://arxiv.org/abs/2601.15237