Prediction of the strength characteristics of basalt fibre reinforced concrete using explainable machine learning models

Prediction of the strength characteristics of basalt fibre reinforced concrete using explainable machine learning models

Abstract Adding basalt fibre to concrete has become a promising way to improve its strength under different loading conditions. Predicting the strength of basalt fibre reinforced concrete (BFRC) is more complex than for conventional concrete. Traditional methods rely on iterative experiments to unde...

Full description

Saved in:
Bibliographic Details
Main Authors: B. Y. Wickramasuriya, Yasitha Alahakoon, B. R. G. A. Krishantha, Janaka Alawatugoda, I. U. Ekanayake
Format: Article
Language:English
Published: Springer 2025-08-01
Series:Discover Applied Sciences
Subjects:
Basalt fibre reinforcement concrete
Machine learning
Mechanical properties
Random forest
Explainable artificial intelligence
Online Access:https://doi.org/10.1007/s42452-025-07528-7
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1007/s42452-025-07528-7

Similar Items