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Detecting deformation mechanisms of metals from acoustic emission signals through knowledge-driven unsupervised learning

Crossref DOI link: https://doi.org/10.1038/s41467-025-61707-z

Published Online: 2025-07-25

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

Authors

Gou, Boyuan https://orcid.org/0009-0009-0611-7051
Chen, Yan

Xu, Songhua https://orcid.org/0000-0002-6715-7745
Sun, Jun https://orcid.org/0000-0001-9127-088X
Lookman, Turab https://orcid.org/0000-0001-8122-5671
Salje, Ekhard K. H.

Ding, Xiangdong https://orcid.org/0000-0002-1220-3097
License Information

Text and Data Mining valid from 2025-07-25

Version of Record valid from 2025-07-25
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Article History

Received: 21 August 2024

Accepted: 25 June 2025

First Online: 25 July 2025

Competing interests

: The authors declare no competing interests.