“…In fact, the multifaceted panorama of the cluster structures and properties was investigated to design new catalysts whose characteristics could be tuned either changing the elemental nature, sizes and shapes of the clusters or dispersing them on supports having peculiarly addressed features [40][41][42][43][44][45][46]. This paper presents a systematic computational study, in the frame of the DFT paradigm, aimed at shedding light on the catalytic mechanisms, even including catalyst deactivation phenomena, which occur in the selective aerobic oxidation of benzyl alcohol to benzaldehyde on MnO x cluster-sized catalysts [32,47]. In particular, the role of possible over-oxidizing species, which could potentially lead to the formation of benzoic acid, is investigated.…”