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arXiv · 1208.3115

An Approximation to the Cross Sections of Z_l Boson Production at CLIC by Using Neural Networks

S. Akkoyun·S. O. Kara
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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- -> M+M-. 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_l.

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S. Akkoyun, S. O. Kara. 2012-08-15. An Approximation to the Cross Sections of Z_l Boson Production at CLIC by Using Neural Networks. https://doi.org/10.2478/s11534-012-0168-y

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