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Cobalt single-atom and nano catalysts for efficient transfer hydrodeoxygenation of vanillin with formic acid

Crossref DOI link: https://doi.org/10.1038/s42004-026-01947-2

Published Online: 2026-02-23

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

Authors

Li, Jiayi

Shi, Guangling

Xu, Zisheng

Wang, Lu https://orcid.org/0000-0001-7590-2234
Ran, Maofei

Dai, Tao https://orcid.org/0000-0002-6702-888X
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Text and Data Mining valid from 2026-02-23

Version of Record valid from 2026-03-31
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Article History

Received: 12 September 2025

Accepted: 9 February 2026

First Online: 23 February 2026

Competing interests

: The authors declare no competing interests.