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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...
Autores principales: | Andriushchenko, Petr, Kapitan, Dmitrii, Kapitan, Vitalii |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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