A SEARCH FOR LEPTONIC PHOTON, Z l , AT ALL THREE CLIC ENERGY STAGES BY USING ARTIFICIAL NEURAL NETWORKS (ANN)

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dc.contributor.authorKara, S. O.
dc.contributor.authorAkkoyun, S.
dc.date.accessioned2024-11-07T13:31:55Z
dc.date.available2024-11-07T13:31:55Z
dc.date.issued2024
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description.abstractIn this work, the possible dynamics of the massive leptonic photon Z l are reconsidered via the e + e - -> mu + mu - process at the Compact Linear Collider (CLIC) with the updated center-of-mass energies (380, 1500, and 3000 GeV). We show that new generation colliders as CLIC can observe the massive leptophilic vector boson Z l with mass up to the center-ofmass energy, provided that the leptonic coupling constant is g l >= 10 - 3 . In this study, we also estimated the cross sections by artificial neural networks using the theoretical results we obtained for CLIC. According to the results obtained, it was seen that these predictions could be made through machine learning.
dc.description.sponsorshipSCOAP3
dc.description.sponsorshipFunded by SCOAP3 under Creative Commons License, CC-BY 4.0.
dc.identifier.doi10.5506/APhysPolB.55.6-A4
dc.identifier.issn0587-4254
dc.identifier.issn1509-5770
dc.identifier.issue6
dc.identifier.scopus2-s2.0-85199442380
dc.identifier.scopusqualityQ3
dc.identifier.urihttps://doi.org/10.5506/APhysPolB.55.6-A4
dc.identifier.urihttps://hdl.handle.net/11480/15125
dc.identifier.volume55
dc.identifier.wosWOS:001260827900001
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherJagiellonian Univ Press
dc.relation.ispartofActa Physica Polonica B
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241106
dc.subjectCharge
dc.subjectCouplings
dc.titleA SEARCH FOR LEPTONIC PHOTON, Z l , AT ALL THREE CLIC ENERGY STAGES BY USING ARTIFICIAL NEURAL NETWORKS (ANN)
dc.typeArticle

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