Crossmark

Impact of data space augmentation strategy on model accuracy and generalization in thin-section rock classification

Crossref DOI link: https://doi.org/10.1038/s41598-026-44320-y

Published Online: 2026-03-17

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

Authors

Habrat, Magdalena https://orcid.org/0000-0002-7871-6063
Młynarczuk, Mariusz https://orcid.org/0000-0003-4273-1162
License Information

Text and Data Mining valid from 2026-03-17

Accepted Manuscript valid from 2026-03-17
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Article History

Received: 4 July 2025

Accepted: 10 March 2026

First Online: 17 March 2026

Declarations

:

: The authors declare no competing interests.