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

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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Bibliographic Details
Main Authors: Petr Andriushchenko, Dmitrii Kapitan, Vitalii Kapitan
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Entropy
Subjects:
spin glass
Ising model
machine learning
deep neural network
Online Access:https://www.mdpi.com/1099-4300/24/5/697

Internet

https://www.mdpi.com/1099-4300/24/5/697

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