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cond-mat.mes-hall2018
A genomic characterization of metallic nanoparticles
Kevin Rossi, Gian Giacomo Asara, Francesca Baletto
With a focus on platinum nanoparticles of different sizes (diameter of 1-9 nm) and shapes, we sequence their geometrical genome by recording the relative occurrence of all the non…
physics.comp-ph2018
Building machine learning force fields for nanoclusters
Claudio Zeni, Kevin Rossi, Aldo Glielmo +4
We assess Gaussian process (GP) regression as a technique to model interatomic forces in metal nanoclusters by analysing the performance of 2-body, 3-body and many-body kernel func…