A SEARCH FOR LEPTONIC PHOTON, Z l , AT ALL THREE CLIC ENERGY STAGES BY USING ARTIFICIAL NEURAL NETWORKS (ANN)
Küçük Resim Yok
Tarih
2024
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Jagiellonian Univ Press
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In 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.
Açıklama
Anahtar Kelimeler
Charge, Couplings
Kaynak
Acta Physica Polonica B
WoS Q Değeri
N/A
Scopus Q Değeri
Q3
Cilt
55
Sayı
6
