Akkoyun, SerkanKara, Seyit O.2019-08-012019-08-0120131895-1082https://dx.doi.org/10.2478/s11534-012-0168-yhttps://hdl.handle.net/11480/4428In 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) .eninfo:eu-repo/semantics/openAccessneural networkempirical physical formulaleptonic photonCLICArticle11334534910.2478/s11534-012-0168-y2-s2.0-84875533749N/AWOS:000316813600008Q3