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CORRECTION article

Front. Mar. Sci., 04 February 2026

Sec. Solutions for Ocean and Coastal Systems

Volume 13 - 2026 | https://doi.org/10.3389/fmars.2026.1789998

Correction: Predictive modeling on the mechanical properties of marine coral sand-clay mixtures based on machine learning algorithms and triaxial shear tests

  • 1. Shanxi Ningguli New Materials Joint Stock Company Limited, Jinzhong, China

  • 2. School of Civil Engineering, Nanjing Forestry University, Nanjing, China

  • 3. College of Marine Science and Engineering, Shanghai Maritime University, Shanghai, China

  • 4. Department of Applied Physics and Electronics, Umea University, Umea, Sweden

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Author Zhiming Chao was erroneously included as an author in the published article. The correct author list reads:

“Bowen Yang1, Kaiwei Xu3, Yanqi Liu3, Peng Cui2,4*”

“1Shanxi Ningguli New Materials Joint Stock Company Limited, Jinzhong, China, 2School of Civil Engineering, Nanjing Forestry University, Nanjing, China, 3College of Marine Science and Engineering, Shanghai Maritime University, Shanghai, China, 4Department of Applied Physics and Electronics, Umea University, Umea, Sweden”

Affiliation 5 “Institute of Water Sciences and Technology, Hohai University, Nanjing, China” assigned to Zhiming Chao has been removed from the article.

The Author contributions statement has been corrected to read:

“BY: Investigation, Conceptualization, Visualization, Data curation, Resources, Project administration, Funding acquisition, Validation, Methodology, Writing – review & editing, Software, Formal Analysis, Supervision. KX: Project administration, Methodology, Formal Analysis, Data curation, Investigation, Writing – review & editing, Software, Resources, Writing – original draft. YL: Validation, Methodology, Formal Analysis, Software, Writing – review & editing. PC: Supervision, Validation, Writing– review & editing, Data curation, Funding acquisition, Resources, Project administration, Visualization.”

The original version of this article has been updated.

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Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Summary

Keywords

marine coral sand-clay mixture, strength prediction, LDA-BPNN model, machine learning, empirical formula

Citation

Yang B, Xu K, Liu Y and Cui P (2026) Correction: Predictive modeling on the mechanical properties of marine coral sand-clay mixtures based on machine learning algorithms and triaxial shear tests. Front. Mar. Sci. 13:1789998. doi: 10.3389/fmars.2026.1789998

Received

17 January 2026

Accepted

19 January 2026

Published

04 February 2026

Approved by

Frontiers Editorial Office, Frontiers Media SA, Switzerland

Volume

13 - 2026

Updates

Copyright

*Correspondence: Peng Cui,

†These authors have contributed equally to this work

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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