Langevin analogy between particle trajectories and polymer configurations.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.107.034502
Abstract: A diffusive trajectory drawn by the generalized Langevin equation (GLE) for a colloidal particle evokes a random fractal of a static polymer configuration. This article proposes a static GLE-like description that enables the generation of a… read more here.
Keywords: particle trajectories; trajectories polymer; langevin analogy; polymer configurations ... See more keywords
Recognition of polymer configurations by unsupervised learning.
Sign Up to like & getrecommendations! Published in 2019 at "Physical review. E"
DOI: 10.1103/physreve.99.043307
Abstract: Unsupervised learning as an important branch of machine learning is commonly adopted to discover patterns, with the purpose of conducting data clustering without being labeled in advance. In this study, we elucidate the striking ability… read more here.
Keywords: configurations unsupervised; polymer configurations; unsupervised learning; recognition polymer ... See more keywords