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Quantum metrology using quantum combs and tensor network formalism

Stanisław Kurdziałek, Piotr Dulian, Joanna Majsak, Sagnik Chakraborty, Rafał Demkowicz-Dobrzański

2025New Journal of Physics12 citationsDOIOpen Access PDF

Abstract

Abstract We develop an efficient algorithm for determining optimal adaptive quantum estimation protocols with arbitrary quantum control operations between subsequent uses of a probed channel.We introduce a tensor network representation of an estimation strategy, which drastically reduces the time and memory consumption of the algorithm, and allows us to analyze metrological protocols involving up to N = 50 qubit channel uses, whereas the state-of-the-art approaches are limited to N < 5. The method is applied to study the performance of the optimal adaptive metrological protocols in presence of various noise types, including correlated noise.

Topics & Concepts

PhysicsFormalism (music)Quantum metrologyQuantumMetrologyQuantum mechanicsQuantum networkStatistical physicsQuantum computerMusicalArtVisual artsAnomaly Detection Techniques and Applications