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A New Look at the Spin Glass Problem from a Deep Learning Perspective

Spin glass is the simplest disordered system that preserves the full range of complex collective behavior of interacting frustrating elements. In the paper, we propose a novel approach for calculating the values of thermodynamic averages of the frustrated spin glass model using custom deep neural ne...

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Detalles Bibliográficos
Autores principales: Andriushchenko, Petr, Kapitan, Dmitrii, Kapitan, Vitalii
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141424/
https://www.ncbi.nlm.nih.gov/pubmed/35626580
http://dx.doi.org/10.3390/e24050697