Prediction of Skeleton Curves for Seismically Damaged RC Columns Based on a Data-Driven Machine-Learning Approach

The skeleton curve plays a crucial role in evaluating the seismic capacity of damaged structures. The research explored the application of data-driven machine learning approaches to predict the skeleton curves of earthquake-damaged reinforced concrete (RC) columns. Various machine learning methods,...

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Bibliographic Details

Published in:	Buildings
Main Authors:	Pengyu Sun, Weiping Wen, Changhai Zhai, Yiran Li
Format:	Article
Language:	English
Published:	MDPI AG 2025-09-01
Subjects:	machine learning approach skeleton curves damaged RC columns residual seismic capacity
Online Access:	https://www.mdpi.com/2075-5309/15/17/3135