A cluster expansion approach has been used to investigate the relationship between surface structures of Pt 3 Ni alloy catalysts and their catalytic activity. With the help of this approach, we have constructed a direct bridge between the atomic structure and catalytic properties of Pt–Ni catalysts at a variety of compositions and chemical environments. We predict that Pt 3 Ni(111) surfaces have substantial subsurface disorder, and as a result, the ORR activity of different surface sites varies by approximately 3 orders of magnitude. Using this model, we identify a Pt 3 Ni(111) surface with a multilayer Pt skin that is predicted to maximize catalytic activity and predict the conditions under which a Pt 3 Ni surface should be synthesized to realize high catalytic activity.
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Cao et al. (2015) studied this question.
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