2021 Annual Meeting
(66f) Oxides Supported Transition Metal Single?Atom Catalysts for Oxygen Electrocatalysis
Authors
In this work, we selected SnO2 as an acid-stable oxide host material and considered 29 elements corresponding to 3d, 4d, and 5d transition metals as SACs. We systematically analyzed the stability of these SACs on different locations on the host facets and performed a high-throughput screening of the ORR and OER activity to identify the most promising candidates for experimental validation. Additionally, we use machine learning models to evaluate the activity trends across the 29 SACs using bulk, surface, and atomic type descriptors and identify the most important descriptor of activity. We then provide a generalized framework on the concept of different SAC transition-metals and host metal oxides. Finally, based on theoretical findings, rational catalyst design principles for next-generation oxygen electrocatalysts are established.
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