Searching for the ground state of complex spin-ice systems using deep learning techniques
Searching for the ground state of complex spin-ice systems using deep learning techniques
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Author / Creator
Kwon, H. Y. , Yoon, H. G. , Park, S. M. , Lee, D. B. , Shi, D. , Wu, Y. Z. , Choi, J. W. and Won, C.
Publisher
London: Nature Publishing Group UK
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Language
English
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Publisher
London: Nature Publishing Group UK
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Contents
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 minimum state with reasonable computational resources. Recently,...
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Full title
Searching for the ground state of complex spin-ice systems using deep learning techniques
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TN_cdi_doaj_primary_oai_doaj_org_article_85b5a9c70edc45c3924854c12f516af8
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_85b5a9c70edc45c3924854c12f516af8
Other Identifiers
ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-022-19312-3
