Hybrid experimental and machine learning approach for optimizing abrasive wear of microcrystalline cellulose modified hemp/bamboo fiber composites

Abstract In this work, hemp/bamboo hybrid fabric–epoxy composites reinforced with 0–9 wt% microcrystalline cellulose (µCC) is examined for their abrasive wear behavior. Compression molding was used to create composites with 0, 3, 6, and 9 wt% µCC. In accordance with ASTM G65 guidelines, wear tests w...

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Principais autores:	S. J. Davis Hans, M. Muthukumaran, K. Kumaresan, V. G. Pradeep Kumar, Dayanand M. Goudar, Subraya Krishna Bhat
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-11-01
coleção:	Scientific Reports
Assuntos:	Hemp/bamboo-epoxy composites Microcrystalline cellulose Abrasive wear prediction Machine learning
Acesso em linha:	https://doi.org/10.1038/s41598-025-26396-0
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