15 citations · 33 across the 8 of their papers we have counts for
3 papers · 1 filter
A rigorous data-driven approach to the nucleation of defects in metals exploiting the link between kinetic properties and (dis)order parameters
Mattia Perrone, David D. Girardier, Giovanni M. Pavan +1
Nucleation processes, through which a new structure progressively forms within a pre-existing homogeneous phase, are fundamental in materials science, but are also typically non-tr…
A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information
Simone Martino, Domiziano Doria, Chiara Lionello +2
Reconstructing the physical complexity of many-body dynamical systems can be challenging. Starting from the trajectories of their constitutive units (raw data), typical approaches…
Unsupervised Tracking of Local and Collective Defects Dynamics in Metals Under Deformation
Matteo Cioni, Mattia Perrone, Massimo Delle Piane +1
Metals owe their unique mechanical properties to how defects emerge and propagate within their crystal structure under stress. However, the mechanisms leading from the early emergi…