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Elf autoencoder for unsupervised exploration of flat-band materials using electronic band structure fingerprints

Crossref DOI link: https://doi.org/10.1038/s42005-025-01936-2

Published Online: 2025-01-17

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Pentz, Henry Kelbrick https://orcid.org/0009-0004-2752-4573
Warford, Thomas https://orcid.org/0009-0000-6039-2083
Timokhin, Ivan

Zhou, Hongpeng

Yang, Qian https://orcid.org/0000-0002-6203-7867
Bhattacharya, Anupam https://orcid.org/0000-0003-3955-1611
Mishchenko, Artem https://orcid.org/0000-0002-0427-5664
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Text and Data Mining valid from 2025-01-17

Version of Record valid from 2025-01-17
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Article History

Received: 29 May 2024

Accepted: 5 January 2025

First Online: 17 January 2025

Competing interests

: The authors declare no competing interests.