Reconstructing links in directed networks from noisy dynamics
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AbstractWe address the long-standing challenge of how to reconstruct links in directed networks from measurements, and present a general method that makes use of a noise-induced relation between network structure and both the time-lagged covariance of measurements taken at two different times and the covariance of measurements taken at the same time. When the coupling functions have certain additional properties, we can further reconstruct the weights of the links.
All Author(s) ListChing ESC, Tam HC
Journal namePhysical Review E
Year2017
Month1
Day5
Volume Number95
Issue Number1
PublisherAMER PHYSICAL SOC
ISSN2470-0045
eISSN2470-0053
LanguagesEnglish-United Kingdom
Web of Science Subject CategoriesPhysics, Fluids & Plasmas;Physics, Mathematical;Physics

Last updated on 2020-19-11 at 01:44