A comprehensive neural networks study of the phase transitions of Potts model

A comprehensive neural networks study of the phase transitions of Potts model

Using the techniques of neural networks (NN), we study the three-dimensional (3D) five-state ferromagnetic Potts model on the cubic lattice as well as the two-dimensional (2D) three-state antiferromagnetic Potts model on the square lattice. Unlike the conventional approach, here we follow the idea e...

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Bibliographic Details
Main Authors: D-R Tan, C-D Li, W-P Zhu, F-J Jiang
Format: Article
Language:English
Published: IOP Publishing 2020-01-01
Series:New Journal of Physics
Subjects:
neural networks
phase transitions
Potts model
Online Access:https://doi.org/10.1088/1367-2630/ab8ab4

Internet

https://doi.org/10.1088/1367-2630/ab8ab4

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