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cond-mat.mes-hall2025
Bridging Structure and Activity in Nanocatalysts via Machine Learning and Global Structure Representations
Sofia Zinzani, Francesca Baletto, Kevin Rossi
Establishing a mapping between nanocatalysts structure and their catalytic properties is essential for efficient design. To this end, we demonstrate the accuracy of a general machi…
cond-mat.mes-hall2025★ 1 cited
Morphological stability of Au-metal nanosatellites
Sofia Zinzani, Robert M. Jones, Mirko Vanzan +1
Hybrid metallic nanoalloys combining plasmonic and catalytic metals are essential for developing advanced photocatalysts. A promising design called core-satellites comprises a sphe…