Neural Annealing and Visualization of Autoregressive Neural Networks in the Newman–Moore Model

Artificial neural networks have been widely adopted as ansatzes to study classical and quantum systems. However, for some notably hard systems, such as those exhibiting glassiness and frustration, they have mainly achieved unsatisfactory results, despite their representational power and entanglement...

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Bibliographic Details
Main Authors: Estelle M. Inack, Stewart Morawetz, Roger G. Melko
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Condensed Matter
Subjects:
Online Access:https://www.mdpi.com/2410-3896/7/2/38