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  1. 1 2013

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  1. 1 Akkoyun S.

  2. 1 Kara S.

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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.
Open Physics
|
2013
|
vol. 11
|
issue 3
345-349
EN
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 −→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 ANNEPFs can be used to derive further physical functions which could be relevant to studying Z l.
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