An approximation to the cross sections of Z l boson production at CLIC by using neural networks
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AbstractIn 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.
2013 ◽
Vol 4
(2)
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pp. 39-53
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2015 ◽
Vol 760
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pp. 771-776
2001 ◽
Vol 32
(1)
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pp. 21-30
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