Crystal nucleation along an entropic pathway: Teaching liquids how to transition

Caroline Desgranges, Jerome Delhommelle

We combine machine learning (ML) with Monte Carlo (MC) simulations to study the crystal nucleation process. Using ML, we evaluate the canonical partition function of the system ove…