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Tensor-network approach for quantum metrology in many-body quantum systems

cris.lastimport.scopus2024-02-12T20:24:55Z
dc.abstract.enIdentification of the optimal quantum metrological protocols in realistic many particle quantum models is in general a challenge that cannot be efficiently addressed by the state-of-the-art numerical and analytical methods. Here we provide a comprehensive framework exploiting matrix product operators (MPO) type tensor networks for quantum metrological problems. The maximal achievable estimation precision as well as the optimal probe states in previously inaccessible regimes can be identified including models with short-range noise correlations. Moreover, the application of infinite MPO (iMPO) techniques allows for a direct and efficient determination of the asymptotic precision in the limit of infinite particle numbers. We illustrate the potential of our framework in terms of an atomic clock stabilization (temporal noise correlation) example as well as magnetic field sensing (spatial noise correlations). As a byproduct, the developed methods may be used to calculate the fidelity susceptibility—a parameter widely used to study phase transitions.
dc.affiliationUniwersytet Warszawski
dc.contributor.authorOsborne, Tobias J.
dc.contributor.authorDziarmaga, Jacek
dc.contributor.authorDemkowicz-Dobrzański, Rafał
dc.contributor.authorChabuda, Krzysztof
dc.date.accessioned2024-01-26T09:43:07Z
dc.date.available2024-01-26T09:43:07Z
dc.date.copyright2020-03-26
dc.date.issued2020
dc.description.accesstimeAT_PUBLICATION
dc.description.financeŚrodki finansowe przyznane na realizację projektu w zakresie badań naukowych lub prac rozwojowych
dc.description.versionFINAL_PUBLISHED
dc.description.volume11
dc.identifier.doi10.1038/S41467-019-13735-9
dc.identifier.issn2041-1723
dc.identifier.urihttps://repozytorium.uw.edu.pl//handle/item/121676
dc.identifier.weblinkhttps://ruj.uj.edu.pl/xmlui/handle/item/152603
dc.languageeng
dc.pbn.affiliationphysical sciences
dc.relation.ispartofNature Communications
dc.rightsCC-BY
dc.sciencecloudnosend
dc.titleTensor-network approach for quantum metrology in many-body quantum systems
dc.typeJournalArticle
dspace.entity.typePublication