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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...
Autores principales: | Kulasooriya, W. K. V. J. B., Ranasinghe, R. S. S., Perera, Udara Sachinthana, Thisovithan, P., Ekanayake, I. U., Meddage, D. P. P. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
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 |
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