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Proof-of-concept ensemble machine-learning forecasting of tensile properties in hybrid polypropylene composites reinforced with flax, basalt, and rice husk powder

Crossref DOI link: https://doi.org/10.1007/s43939-025-00406-4

Published Online: 2025-11-20

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

Authors

Mai Nguyen Tran, Thanh

Tran Quang, Duy

M.N., Prabhakar

Nguyen Thang, Xiem

Song, Jung-il
Funding

Funding for this research was provided by:

National Research Foundation of Korea (2018R1A6A1A03024509; 2023R1A2C1006234, 2018R1A6A1A03024509; 2023R1A2C1006234, 2018R1A6A1A03024509; 2023R1A2C1006234)
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Text and Data Mining valid from 2025-11-20

Version of Record valid from 2025-11-20
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Article History

Received: 15 July 2025

Accepted: 26 September 2025

First Online: 20 November 2025

Declarations

:

: The authors declare no competing interests.

: Not applicable.

: Not applicable.

: All authors have read and approved the manuscript and consent to its publication.

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