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A study on structural evolution of Nd142-164 isotopes
(IOP PUBLISHING LTD, 2014) Kara, Seyit O.; Bayram, Tuncay; Akkoyun, Serkan; Vagenas, EC; Vlachos, DS
Constrained Hartree-Fock-Bogoliubov theory with SLy5 Skyrme force has been applied for even-even Nd142-164 isotopes to investigate the structural evolution of Nd isotopic chain. In this work, ground-state energies and charge radii of Nd isotopes have been carried out as in good agreement with the experimental data. The systematic investigation of ground-state shape evolution between spherical U(5) and axially deformed SU(3) for Nd142-164 has been studied by using potential energy curves.
An approximation to the cross sections of Z (l) boson production at CLIC by using neural networks
(VERSITA, 2013) Akkoyun, Serkan; Kara, Seyit O.
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 (-)-> 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) .