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Experimental quantum hamiltonian learning using a silicon photonic chip and a nitrogen-vacancy electron spin in diamond

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publication2017 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)
Subtitle of host publicationProceedings of a meeting held 25-29 June 2017, Munich, Germany
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
ISBN (Electronic)9781509067367
ISBN (Print)9781509067374
DOIs
DateAccepted/In press - 23 Mar 2017
DatePublished (current) - 30 Oct 2017
EventConference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC 2017 - Munich, Germany
Duration: 25 Jun 201729 Jun 2017
http://www.cleoeurope.org/

Conference

ConferenceConference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC 2017
Abbreviated titleCLEO/Europe-EQEC
CountryGermany
CityMunich
Period25/06/1729/06/17
Internet address

Abstract

The efficient characterization and validation of the underlying model of a quantum physical system is a central challenge in the development of quantum devices and for our understanding of foundational quantum physics. However, the impossibility to efficiently predict the behaviour of complex quantum models on classical machines makes this challenge to be intractable to classical approaches. Quantum Hamiltonian Learning (QHL) [1, 2] combines the capabilities of quantum information processing and classical machine learning to allow the efficient characterisation of the model of quantum systems. In QHL the behaviour of a quantum Hamiltonian model is efficiently predicted by a quantum simulator, and the predictions are contrasted with the data obtained from the quantum system to infer the system Hamiltonian via Bayesian methods.

    Structured keywords

  • Bristol Quantum Information Institute

Event

Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC 2017

Abbreviated titleCLEO/Europe-EQEC
Duration25 Jun 201729 Jun 2017
CityMunich
CountryGermany
Web address (URL)
Degree of recognitionInternational event

Event: Conference

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Documents

Documents

  • Full-text PDF (accepted author manuscript)

    Rights statement: This is the author accepted manuscript (AAM). The final published version (version of record) is available online via IEEE at http://ieeexplore.ieee.org/document/8087392/. Please refer to any applicable terms of use of the publisher.

    Accepted author manuscript, 798 KB, PDF-document

DOI

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