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.accessioned2019-07-27T12:10:23Z
dc.date.accessioned2019-07-28T10:00:20Z
dc.date.available2019-07-27T12:10:23Z
dc.date.available2019-07-28T10:00:20Z
dc.date.issued2013
dc.department[Akkoyun, Serkan] Cumhuriyet Univ, Fac Sci, Dept Phys, TR-58140 Sivas, Turkey -- [Kara, Seyit O.] Nigde Univ, Fac Art & Sci, Dept Phys, TR-51240 Nigde, Turkey -- [Kara, Seyit O.] Ankara Univ, Fac Sci, Dept Phys, TR-06100 Ankara, Turkeyen_US
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) .en_US
dc.identifier.doi10.2478/s11534-012-0168-yen_US
dc.identifier.endpage349en_US
dc.identifier.issn1895-1082
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-84875533749en_US
dc.identifier.scopusqualityN/A
dc.identifier.startpage345en_US
dc.identifier.urihttps://dx.doi.org/10.2478/s11534-012-0168-y
dc.identifier.urihttps://hdl.handle.net/20.500.12418/8773
dc.identifier.volume11en_US
dc.identifier.wosWOS:000316813600008en_US
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherVERSITAen_US
dc.relation.ispartofCENTRAL EUROPEAN JOURNAL OF PHYSICSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectneural networken_US
dc.subjectempirical physical formulaen_US
dc.subjectleptonic photonen_US
dc.subjectCLICen_US
dc.titleAn approximation to the cross sections of Z (l) boson production at CLIC by using neural networksen_US
dc.typeArticleen_US

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