Supervised and Unsupervised Machine Learning of Structural Phases of Polymers Adsorbed to Nanowires

Quinn Parker, Dilina Perera, Ying Wai Li +1

We identify configurational phases and structural transitions in a polymer nanotube composite by means of machine learning. We employ various unsupervised dimensionality reduction…