no code implementations • 24 Feb 2021 • Wei-chen Guo, Bao-quan Ai, Liang He
We establish an explicit data-driven criterion for identifying the solid-liquid transition of two-dimensional self-propelled colloidal particles in the far from equilibrium parameter regime, where the transition points predicted by different conventional empirical criteria for melting and freezing diverge.
Soft Condensed Matter Statistical Mechanics