Publications by Kevin Rossi | EPFL Graph Search

Related publications (23)

Data-driven simulation and characterisation of gold nanoparticle melting

Efficient theoretical methods for the structural analysis of nanoparticles are very much needed. Here the authors demonstrate the use of machine-learning force fields and of a data-driven approach to study the thermodynamical stability and elucidate the me ...

Nature Portfolio2021

Divide-and-conquer potentials enable scalable and accurate predictions of forces and energies in atomistic systems

Kevin Rossi, Andrea Anelli

In committee of experts strategies, small datasets are extracted from a larger one and utilised for the training of multiple models. These models' predictions are then carefully weighted so as to obtain estimates which are dominated by the model(s) that ar ...

Royal Soc Chemistry2023

Alloying as a Strategy to Boost the Stability of Copper Nanocatalysts during the Electrochemical CO2 Reduction Reaction

Raffaella Buonsanti, Anna Loiudice, Kevin Rossi, Dragos-Constantin Stoian, Valery Okatenko, Mark Adrian Newton, Alexander Nicolas Chen, Anastasia Blokhina

2023