English

Quantum metrology using quantum combs and tensor network formalism

Quantum Physics 2025-03-20 v2

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=50N=50 qubit channel uses, whereas the state-of-the-art approaches are limited to N<5N<5. The method is applied to study the performance of the optimal adaptive metrological protocols in presence of various noise types, including correlated noise.

Keywords

Cite

@article{arxiv.2403.04854,
  title  = {Quantum metrology using quantum combs and tensor network formalism},
  author = {Stanislaw Kurdzialek and Piotr Dulian and Joanna Majsak and Sagnik Chakraborty and Rafal Demkowicz-Dobrzanski},
  journal= {arXiv preprint arXiv:2403.04854},
  year   = {2025}
}

Comments

17+5 pages; minor errors corrected

R2 v1 2026-06-28T15:12:52.223Z