14 citations · 23 across the 3 of their papers we have counts for
3 papers · 1 filter
Identification of the melting line in the two-dimensional complex plasmas using an unsupervised machine learning method
Hu-Sheng Li, He Huang, Wei Yang +1
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…
Machine learning in the study of phase transition of two-dimensional complex plasmas
He Huang, Vladimir Nosenko, Han-Xiao Huang-Fu +2
Machine learning is applied to investigate the phase transition of two-dimensional complex plasmas. The Langevin dynamics simulation is employed to prepare particle suspensions in…
Penetration of a supersonic particle at the interface in a binary complex plasma
He Huang, Mierk Schwabe, Hubertus M Thomas +2
The penetration of a supersonic particle at the interface was studied in a binary complex plasma. Inspired by the experiments performed in the PK-3 Plus Laboratory on board the Int…