Investigating ultrafast quantum magnetism with machine learning

We investigate the efficiency of the recently proposed Restricted Boltzmann Machine (RBM) representation of quantum many-body states to study both the static properties and quantum spin dynamics in the two-dimensional Heisenberg model on a square lattice. For static properties we find close agree...

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Bibliographic Details
Main Author: Giammarco Fabiani, Johan H. Mentink
Format: Article
Language:English
Published: SciPost 2019-07-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.7.1.004