  In this study, the artificial neural network method has been employed for the
generation of the new two-body matrix elements which is used for pfg shell
nuclei. For this purpose, jj44b interaction Hamiltonian has been considered as
a source. After the generation of the new Hamiltonian, both, original and new
generated, are tested on proton-rich Zn isotopes. According to the results, the
calculated values are close to the each other. As well the results from new
interaction (jj44b_nn) are closer to the available experimental values in some
cases.
