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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…
cond-mat.mes-hall2023★ 2 cited
Effects of a surrounding environment during the coalescence of AuPd nanoparticles
Sofia Zinzani, Francesca Baletto
It is far well accepted that the morphology of nanoparticles and nanoalloys is of paramount importance to understand their properties. Furthemore, the morphology depends on the gro…