Robust extreme gradient boosting model for predicting the behavior of RC slabs under impact loading: key influencing factors and performance insights

Robust extreme gradient boosting model for predicting the behavior of RC slabs under impact loading: key influencing factors and performance insights

Abstract This study presents an advanced approach to analyzing the impact behavior of reinforced concrete (RC) slabs, utilizing an optimized extreme gradient boosting (XGB) machine learning algorithm. Supported by a comprehensive dataset of 143 records drawn from diverse sources, the methodology ef...

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Bibliographic Details
Main Author: Ammar Babiker
Format: Article
Language:English
Published: Instituto Brasileiro do Concreto (IBRACON) 2025-04-01
Series:Revista IBRACON de Estruturas e Materiais
Subjects:
projectile impact
reaction force
reinforced concrete
machine learning
dependent plots
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1983-41952025000200210&lng=en&tlng=en
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