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Smart material design via accelerated corrosion evaluation: convergence of high-throughput characterization and AI-driven prediction in marine engineering

Crossref DOI link: https://doi.org/10.1038/s41529-025-00663-x

Published Online: 2025-11-07

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

Authors

Xu, Siyu

Li, Fan

Du, Congcong

Ju, Dianchun

Hou, Yaqing

Li, Xiangyang
Funding

Funding for this research was provided by:

National Key Research and Development Program of China (2021YFB3702103)
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Text and Data Mining valid from 2025-11-07

Version of Record valid from 2025-11-07
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Article History

Received: 25 February 2025

Accepted: 14 August 2025

First Online: 7 November 2025

Competing interests

: The authors declare no competing interests.

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