954 citations · 1.7k across the 6 of their papers we have counts for
6 papers
Graph-Based Feature Engineering to Predict the Dynamical Properties of Condensed Matter
An Wang, Gabriele C. Sosso
We present a graph theory-based method to characterise flow defects and structural shifts in condensed matter. We explore the connection between dynamical properties, particularly…
The Many Faces of Heterogeneous Ice Nucleation: Interplay Between Surface Morphology and Hydrophobicity
Martin Fitzner, Gabriele C Sosso, Stephen J Cox +1
What makes a material a good ice nucleating agent? Despite the importance of heterogeneous ice nucleation to a variety of fields, from cloud science to microbiology, major gaps in…
Crystal Nucleation in Liquids: Open Questions and Future Challenges in Molecular Dynamics Simulations
Gabriele C. Sosso, Ji Chen, Stephen J. Cox +4
The nucleation of crystals in liquids is one of nature's most ubiquitous phenomena, playing an important role in areas such as climate change and the production of drugs. As the ea…
Microscopic Mechanism and Kinetics of Ice Formation at Complex Interfaces: Zooming in on Kaolinite
Gabriele C. Sosso, Tianshu Li, Davide Donadio +2
Most ice in nature forms thanks to impurities which boost the exceedingly low nucleation rate of pure supercooled water. However, the microscopic details of ice nucleation on these…
Breakdown of Stokes-Einstein relation in the supercooled liquid state of phase change materials
Gabriele C. Sosso, Joerg Behler, Marco Bernasconi
The application of amorphous chalcogenide alloys as data-storage media relies on their ability to undergo an extremely fast (10-100 ns) crystallisation once heated at sufficiently…
A neural network interatomic potential for the phase change material GeTe
Gabriele C. Sosso, Giacomo Miceli, Sebastiano Caravati +2
GeTe is a prototypical phase change material of high interest for applications in optical and electronic non-volatile memories. We present an interatomic potential for the bulk pha…