Network dynamics reconstruction from data

dc.contributor.authorEroğlu, Deniz
dc.date.accessioned2020-12-12T08:20:19Z
dc.date.available2020-12-12T08:20:19Z
dc.date.issued2020
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Biyoinformatik ve Genetik Bölümüen_US
dc.description.abstractWe consider the problem of recovering the model of a complex network of interacting dynamical units from time series of observations. We focus on typical networks which exhibit heterogeneous degrees, i.e. where the number of connections varies widely across the network, and the coupling strength for a single interaction is small. In these networks, the behavior of each unit varies according to their connectivity. Under these mild assumptions, our method provides an effective network reconstruction of the network dynamics. The method is robust to a certain size of noise and only requires relatively short time series on the state variable of most nodes to determine: how well-connected a particular node is, the distribution of the nodes' degrees in the network, and the underlying dynamics.en_US
dc.description.sponsorshipTUBITAKen_US
dc.identifier.citation0
dc.identifier.doi10.3906/fiz-2004-7en_US
dc.identifier.endpage403en_US
dc.identifier.issn1303-6122en_US
dc.identifier.issn1300-0101en_US
dc.identifier.issn1303-6122
dc.identifier.issn1300-0101
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85100084775en_US
dc.identifier.scopusqualityQ3
dc.identifier.startpage394en_US
dc.identifier.trdizinid433422en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12469/3515
dc.identifier.urihttps://doi.org/10.3906/fiz-2004-7
dc.identifier.urihttps://search.trdizin.gov.tr/yayin/detay/433422
dc.identifier.volume44en_US
dc.identifier.wosWOS:000564142600007en_US
dc.identifier.wosqualityN/A
dc.institutionauthorEroğlu, Denizen_US
dc.language.isoenen_US
dc.publisherScıentıfıc Technıcal Research Councıl Turkey-Tubıtaken_US
dc.relation.journalTurkısh Journal of Physıcsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDynamical systemsen_US
dc.subjectComplex networksen_US
dc.titleNetwork dynamics reconstruction from dataen_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isAuthorOfPublication5bae555f-a8aa-4b95-bcfe-54cc47812e13
relation.isAuthorOfPublication.latestForDiscovery5bae555f-a8aa-4b95-bcfe-54cc47812e13

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