An approximation to the cross sections of Z (l) boson production at CLIC by using neural networks
Küçük Resim Yok
Tarih
2013
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
VERSITA
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In 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) .
Açıklama
Anahtar Kelimeler
neural network, empirical physical formula, leptonic photon, CLIC
Kaynak
CENTRAL EUROPEAN JOURNAL OF PHYSICS
WoS Q Değeri
Q3
Scopus Q Değeri
N/A
Cilt
11
Sayı
3
