An approximation to the cross sections of Z (l) boson production at CLIC by using neural networks

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dc.contributor.authorAkkoyun, Serkan
dc.contributor.authorKara, Seyit O.
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2013
dc.departmentNiğde ÖHÜ
dc.description.abstractIn this work, the possible dynamics associated with leptophilic Z (l) boson at CLIC (Compact Linear Collider) have been investigated by using artificial neural networks (ANNs). These hypotetic massive boson Z (l) have been shown through the process e (+) e (-)-> A mu(+)A mu(-). Furthermore, the invariant mass distributions for final muons have been consistently predicted by using ANN. For these highly non-linear data, we have constructed consistent empirical physical formulas (EPFs) by appropriate feed-forward ANN. These ANNEPFs can be used to derive further physical functions which could be relevant to studying Z (l) .
dc.identifier.doi10.2478/s11534-012-0168-y
dc.identifier.endpage349
dc.identifier.issn1895-1082
dc.identifier.issue3
dc.identifier.scopus2-s2.0-84875533749
dc.identifier.scopusqualityN/A
dc.identifier.startpage345
dc.identifier.urihttps://dx.doi.org/10.2478/s11534-012-0168-y
dc.identifier.urihttps://hdl.handle.net/11480/4428
dc.identifier.volume11
dc.identifier.wosWOS:000316813600008
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherVERSITA
dc.relation.ispartofCENTRAL EUROPEAN JOURNAL OF PHYSICS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectneural network
dc.subjectempirical physical formula
dc.subjectleptonic photon
dc.subjectCLIC
dc.titleAn approximation to the cross sections of Z (l) boson production at CLIC by using neural networks
dc.typeArticle

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