Observation of the hexatic phase in a two-dimensional complex plasma using machine learning

Abstract

It is challenging to identify the hexatic phase in melting experiments with 2D complex plasmas due to the limited size of the particle suspension. A machine learning method makes up for such shortcomings and successfully identifies the hexatic phase.