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


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AKKOYUN S. , Kara S. O.

CENTRAL EUROPEAN JOURNAL OF PHYSICS, vol.11, no.3, pp.345-349, 2013 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 11 Issue: 3
  • Publication Date: 2013
  • Doi Number: 10.2478/s11534-012-0168-y
  • Title of Journal : CENTRAL EUROPEAN JOURNAL OF PHYSICS
  • Page Numbers: pp.345-349

Abstract

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) .