Modeling strength characteristics of basalt fiber reinforced concrete using multiple explainable machine learning with a graphical user interface

This study investigated the importance of applying explainable artificial intelligence (XAI) on different machine learning (ML) models developed to predict the strength characteristics of basalt-fiber reinforced concrete (BFRC). Even though ML is widely adopted in strength prediction in concrete, th...

Descripción completa

Detalles Bibliográficos
Autores principales: Kulasooriya, W. K. V. J. B., Ranasinghe, R. S. S., Perera, Udara Sachinthana, Thisovithan, P., Ekanayake, I. U., Meddage, D. P. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10423212/
https://www.ncbi.nlm.nih.gov/pubmed/37573410
http://dx.doi.org/10.1038/s41598-023-40513-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10423212/
https://www.ncbi.nlm.nih.gov/pubmed/37573410
http://dx.doi.org/10.1038/s41598-023-40513-x

Ejemplares similares