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...
Saved in:
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Explainable AI-Enhanced Human Activity Recognition for Human–Robot Collaboration in Agriculture
by: Lefteris Benos, et al.
Published: (2025-01-01) -
A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME
by: Ahmed M. Salih, et al.
Published: (2025-01-01) -
Development and validation of an explainable machine learning model for mortality prediction among patients with infected pancreatic necrosisResearch in context
by: Caihong Ning, et al.
Published: (2025-02-01) -
An explainable Bayesian gated recurrent unit model for multi-step streamflow forecasting
by: Lizhi Tao, et al.
Published: (2025-02-01) -
Modeling Terrestrial Net Ecosystem Exchange Based on Deep Learning in China
by: Zeqiang Chen, et al.
Published: (2024-12-01)