Explainable prediction model for punching shear strength of FRP-RC slabs based on kernel density estimation and XGBoost

Abstract Reinforced concrete (RC) slabs are widely used in modern building structures due to their superior properties and ease of construction. However, their mechanical properties are limited by their punching shear strength in the connection region with the columns. Researchers have attempted to...

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Bibliographic Details
Main Authors: Sheng Zheng, Tianyu Hu, Nima Khodadadi, Antonio Nanni
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-82159-3