Comparing physical quantities with finite-precision: beyond standard metrology and an illustration for cooling in quantum processes
- URL: http://arxiv.org/abs/2510.24484v1
- Date: Tue, 28 Oct 2025 14:55:36 GMT
- Title: Comparing physical quantities with finite-precision: beyond standard metrology and an illustration for cooling in quantum processes
- Authors: Anindita Sarkar, Paranjoy Chaki, Priya Ghosh, Ujjwal Sen,
- Abstract summary: We introduce the concept of finite-precision cooling in a generic quantum system.<n>We demonstrate the occurrence of cooling within finite precision for both transient and steady-state regimes.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We propose a general framework to compare the values of a physical quantity pertaining to two - or more - physical setups, in the finite-precision scenario. Such a situation requires us to compare between two "patches" on the real line instead of two numbers. Identification of extent of the patches is typically done via standard deviation, as obtained within usual quantum metrological considerations, but can not be always applied, especially for asymmetric error distributions. The extent can however be universally determined by utilizing the concept of percentiles of the probability distribution of the corresponding estimator. As an application, we introduce the concept of finite-precision cooling in a generic quantum system. We use this approach in the working of a three-qubit quantum refrigerator governed by Markovian dynamics, and demonstrate the occurrence of cooling within finite precision for both transient and steady-state regimes, across strong- and weak-coupling limits of the inter-qubit interaction.
Related papers
- Tight any-shot quantum decoupling [23.729027844524893]
We prove a novel one-shot decoupling theorem formulated in terms of quantum entropy relative distance.<n>We show that this bound is ensemble-tight in quantum relative entropy distance.
arXiv Detail & Related papers (2026-02-19T15:01:26Z) - Universal Precision Limits in General Open Quantum Systems [0.0]
We derive universal bounds on the precision of generic observables in open quantum systems.<n>We show that the relative fluctuation of any time-antisymmetric current is constrained not only by entropy production but also by this asymmetry.
arXiv Detail & Related papers (2025-08-29T12:22:14Z) - Error exponents of quantum state discrimination with composite correlated hypotheses [40.82628972269358]
We study the error exponents in quantum hypothesis testing between two sets of quantum states.<n>We introduce and compare two natural extensions of the quantum Hoeffding divergence and anti-divergence to sets of quantum states.
arXiv Detail & Related papers (2025-08-18T13:04:06Z) - Efficient approximation of regularized relative entropies and applications [11.59751616011475]
We show that the regularized relative entropy can be efficiently approximated within an additive error by a quantum relative entropy program of size.<n>This applies to particular to the regularized relative entropy in adversarial quantum channel discrimination.<n>In particular, when the set of interest does not directly satisfy the required structural assumptions, it can be relaxed to one that does.
arXiv Detail & Related papers (2025-02-21T18:29:45Z) - One-Shot Min-Entropy Calculation Of Classical-Quantum States And Its Application To Quantum Cryptography [21.823963925581868]
We develop a one-shot lower bound calculation technique for the min-entropy of a classical-quantum state.<n>It offers an alternative tight finite-data analysis for the BB84 quantum key distribution scheme.<n>It gives the best finite-key bound known to date for a variant of device independent quantum key distribution protocol.
arXiv Detail & Related papers (2024-06-21T15:11:26Z) - Two-stage Quantum Estimation and the Asymptotics of Quantum-enhanced Transmittance Sensing [2.154235236831441]
We consider estimation of a single unknown parameter embedded in a quantum state.<n>The measurement required often depends on the true value of the parameter of interest.
arXiv Detail & Related papers (2024-02-27T22:28:42Z) - Normal quantum channels and Markovian correlated two-qubit quantum
errors [77.34726150561087]
We study general normally'' distributed random unitary transformations.
On the one hand, a normal distribution induces a unital quantum channel.
On the other hand, the diffusive random walk defines a unital quantum process.
arXiv Detail & Related papers (2023-07-25T15:33:28Z) - Upper Bounds on the Distillable Randomness of Bipartite Quantum States [15.208790082352351]
distillable randomness of a bipartite quantum state is an information-theoretic quantity.
We prove measures of classical correlations and prove a number of their properties.
We then further bound these measures from above by some that are efficiently computable by means of semi-definite programming.
arXiv Detail & Related papers (2022-12-18T12:06:25Z) - Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via
Generalized Straight-Through Estimation [48.838691414561694]
Nonuniform-to-Uniform Quantization (N2UQ) is a method that can maintain the strong representation ability of nonuniform methods while being hardware-friendly and efficient.
N2UQ outperforms state-of-the-art nonuniform quantization methods by 0.71.8% on ImageNet.
arXiv Detail & Related papers (2021-11-29T18:59:55Z) - Near-Optimal Quantum Algorithms for Multivariate Mean Estimation [0.0]
We propose the first near-optimal quantum algorithm for estimating in Euclidean norm the mean of a vector-valued random variable.
We exploit a variety of additional algorithmic techniques such as amplitude amplification, the Bernstein-Vazirani algorithm, and quantum singular value transformation.
arXiv Detail & Related papers (2021-11-18T16:35:32Z) - Quantum Statistical Complexity Measure as a Signalling of Correlation
Transitions [55.41644538483948]
We introduce a quantum version for the statistical complexity measure, in the context of quantum information theory, and use it as a signalling function of quantum order-disorder transitions.
We apply our measure to two exactly solvable Hamiltonian models, namely: the $1D$-Quantum Ising Model and the Heisenberg XXZ spin-$1/2$ chain.
We also compute this measure for one-qubit and two-qubit reduced states for the considered models, and analyse its behaviour across its quantum phase transitions for finite system sizes as well as in the thermodynamic limit by using Bethe ansatz.
arXiv Detail & Related papers (2020-02-05T00:45:21Z) - In and out of equilibrium quantum metrology with mean-field quantum
criticality [68.8204255655161]
We study the influence that collective transition phenomena have on quantum metrological protocols.
The single spherical quantum spin (SQS) serves as stereotypical toy model that allows analytical insights on a mean-field level.
arXiv Detail & Related papers (2020-01-09T19:20:42Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.