Searching for the ground state of complex spin-ice systems using deep learning techniques

Abstract Searching for the ground state of a given system is one of the most fundamental and classical questions in scientific research fields. However, when the system is complex and large, it often becomes an intractable problem; there is essentially no possibility of finding a global energy minim...

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Bibliographic Details
Main Authors: H. Y. Kwon, H. G. Yoon, S. M. Park, D. B. Lee, D. Shi, Y. Z. Wu, J. W. Choi, C. Won
Format: Article
Language:English
Published: Nature Portfolio 2022-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-19312-3