activity
20222025
most citedTimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time-variations of SOAP spectra

25 citations · 51 across the 5 of their papers we have counts for

collaborators

5 papers

physics.comp-ph2025

Making PLUMED fly: a tutorial on optimizing performance

Daniele Rapetti, Massimiliano Bonomi, Carlo Camilloni +2

PLUMED is an open-source software package that is widely used for analyzing and enhancing molecular dynamics simulations that works in conjunction with most available molecular dyn…

cond-mat.mtrl-sci2025

dynsight: an Open Python Platform for Simulation and Experimental Trajectory Data Analysis

Simone Martino, Matteo Becchi, Andrew Tarzia +2

The study of complex many-body systems via analysis of the trajectories of the units that dynamically move and interact within them is a non-trivial task. The workflow for extracti…

physics.ed-ph2024★ 2 cited

PLUMED Tutorials: a collaborative, community-driven learning ecosystem

Gareth A. Tribello, Massimiliano Bonomi, Giovanni Bussi +60

In computational physics, chemistry, and biology, the implementation of new techniques in a shared and open source software lowers barriers to entry and promotes rapid scientific p…

physics.chem-ph2023★ 25 cited

TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time-variations of SOAP spectra

Cristina Caruso, Annalisa Cardellini, Martina Crippa +2

Many molecular systems and physical phenomena are controlled by local fluctuations and microscopic dynamical rearrangements of the constitutive interacting units that are often dif…

cond-mat.mtrl-sci2022★ 24 cited

Innate Dynamics and Identity Crisis of a Metal Surface Unveiled by Machine Learning of Atomic Environments

Matteo Cioni, Daniela Polino, Daniele Rapetti +3

Metals are traditionally considered hard matter. However, it is well known that their atomic lattices may become dynamic and undergo reconfigurations even well-below the melting te…