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This paper introduces the "quantum data ruler," a novel protocol for extracting matrix elements of unknown quantum states relative to known references with exactness across arbitrary Hamiltonians and times. By eliminating vanishing-signal limits and maintaining robustness against dephasing and amplitude damping, the method effectively recovers coherent ergotropy in quantum batteries where standard two-point measurements fail. The framework demonstrates a smooth transition to classical action-angle Fourier modes, offering significant theoretical advances for precision metrology and quantum thermodynamics.
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What this isA model's reading of the article and related coverage, written for aiqbench. Not the publisher's words.

Quantum Data Ruler

arXiv1 min read

arXiv:2610.07827v1 Announce Type: new Abstract: A ruler reads an unknown length against a calibrated scale. The quantum data ruler reads a matrix element of an unknown state against the signal of a known reference, from their ratio. It is exact for any Hamiltonian and any time, since transition operators change by a state-dependent constant times one function of time, removing the vanishing-signal limit. The readout is unbiased under dephasing and amplitude damping, and recovers the coherent ergotropy of a quantum battery that two-point measurement erases. The structure survives the classical limit as action--angle Fourier modes.

Abstract:A ruler reads an unknown length against a calibrated scale. The quantum data ruler reads a matrix element of an unknown state against the signal of a known reference, from their ratio. It is exact for any Hamiltonian and any time, since transition operators change by a state-dependent constant times one function of time, removing the vanishing-signal limit. The readout is unbiased under dephasing and amplitude damping, and recovers the coherent ergotropy of a quantum battery that two-point measurement erases. The structure survives the classical limit as action--angle Fourier modes.

arXiv:2610.07827 [quant-ph]

(or arXiv:2610.07827v1 [quant-ph] for this version)

https://doi.org/10.48550/arXiv.2610.07827 Focus to learn more arXiv-issued DOI via DataCite (pending registration)

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Full text under the publisher's open licence · 181 words

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