Symbolic regression for strength prediction of eccentrically loaded concrete-filled steel tubular columns

Symbolic regression for strength prediction of eccentrically loaded concrete-filled steel tubular columns

Abstract Concrete-filled steel tube (CFST) columns are widely employed in high-rise buildings, long-span bridges, and seismic-resistant structures due to their superior load-bearing capacity, structural efficiency, and resilience under extreme loading conditions. This study uses symbolic regression...

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Bibliographic Details
Main Author: Khaled Megahed
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Concrete-filled-steel tubular columns
Design code standards
Machine learning
Symbolic regression
CCFST
RCFST
Online Access:https://doi.org/10.1038/s41598-025-85371-x
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