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Learning spin liquids on a honeycomb lattice with artificial neural networks

Machine learning methods provide a new perspective on the study of many-body system in condensed matter physics and there is only limited understanding of their representational properties and limitations in quantum spin liquid systems. In this work, we investigate the ability of the machine learnin...

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Detalles Bibliográficos
Autores principales: Li, Chang-Xiao, Yang, Sheng, Xu, Jing-Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371168/
https://www.ncbi.nlm.nih.gov/pubmed/34404816
http://dx.doi.org/10.1038/s41598-021-95523-4