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

✍ Scribed by Akkoyun, Serkan ;Kara, Seyit

• Book ID: 120839982
• Publisher: Walter de Gruyter GmbH
• Year: 2013
• Tongue: English
• Weight: 619 KB
• Volume: 11
• Category: Article
• ISSN: 2391-5471
• DOI: 10.2478/s11534-012-0168-y

✦ Synopsis

In this work, the possible dynamics associated with leptophilic Z boson at CLIC (Compact Linear Collider) have been investigated by using artificial neural networks (ANNs). These hypotetic massive boson Z have been shown through the process + -→ µ + µ -. 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 ANN-EPFs can be used to derive further physical functions which could be relevant to studying Z .