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Community Detection in Quantum Complex Networks

Abstract:

Determining community structure is a central topic in the study of complex networks, be it technological, social, biological or chemical, in static or interacting systems. In this paper, we extend the concept of community detection from classical to quantum systems---a crucial missing component of a theory of complex networks based on quantum mechanics. We demonstrate that certain quantum mechanical effects cannot be captured using current classical complex network tools and provide new metho...

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Publisher copy:
10.1103/PhysRevX.4.041012

Authors


Migdał, P More by this author
Johnson, TH More by this author
Bergholm, V More by this author
Biamonte, JD More by this author
Journal:
Phys. Rev. X
Volume:
4
Pages:
041012
Publication date:
2013-10-24
DOI:
URN:
uuid:f7159717-9c37-4ff8-82de-1cb4adf78ee7
Source identifiers:
450612
Local pid:
pubs:450612

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