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Investigation of void content in Borassus flabellifer fiber/epoxy bio-nanocomposite using hyperparameter tuned ANN and response surface methodology optimisation

Crossref DOI link: https://doi.org/10.1038/s41598-025-06740-0

Published Online: 2025-07-02

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

Authors

Thirupathi, Suresh

Gopalan, Venkatachalam

Mallichetty, Elango
Funding

Funding for this research was provided by:

Vellore Institute of Technology, Chennai
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Text and Data Mining valid from 2025-07-02

Version of Record valid from 2025-07-02
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Article History

Received: 11 February 2025

Accepted: 10 June 2025

First Online: 2 July 2025

Declarations

:

: The authors declare no competing interests.

: The manuscript meets all applicable standards about the ethics of experimentation and research, and there is no duplicate publication, fraud, plagiarism, or concerns about animal or human experimentation.

: I, Gopalan Venkatachalam, give my consent for the publication of the Research article.

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