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Interpretable Predictive Modelling of Basalt Fiber Reinforced Concrete Splitting Tensile Strength Using Ensemble Machine Learning Methods and SHAP Approach

Basalt fibers are a type of reinforcing fiber that can be added to concrete to improve its strength, durability, resistance to cracking, and overall performance. The addition of basalt fibers with high tensile strength has a particularly favorable impact on the splitting tensile strength of concrete...

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Detalles Bibliográficos
Autores principales: Cakiroglu, Celal, Aydın, Yaren, Bekdaş, Gebrail, Geem, Zong Woo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10342924/
https://www.ncbi.nlm.nih.gov/pubmed/37444890
http://dx.doi.org/10.3390/ma16134578