Identification of the melting line in the two-dimensional complex plasmas using an unsupervised machine learning method

Machine learning methods have been widely used in the investigations of the complex plasmas. In this paper, we demonstrate that the unsupervised convolutional neural network can be applied to obtain the melting line in the two-dimensional complex plasmas based on the Langevin dynamics simulation res...

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Bibliographic Details

Published in:	Fundamental Plasma Physics
Main Authors:	Hu-Sheng Li, He Huang, Wei Yang, Cheng-Ran Du
Format:	Article
Language:	English
Published:	Elsevier 2024-04-01
Subjects:	Plasma crystals Melting Unsupervised machine learning
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772828523000249