The results of the fitted force field with the best fitness score were compared to two previously trained ReaxFF force fields for Cobalt and embedded atom method (EAM) force field . To validate the quality of the force field in capturing the dynamics behavior, the annealing loop was generated for a pure Cobalt crystal structure and was compared to the available force fields.