Innovative approach to estimate structural damage using linear regression and K-nearest neighbors machine learning algorithms

Conventional structural design methodologies often utilize elastic analysis techniques, such as the equivalent static force method and the response spectrum method. While these methods are known for their simplicity and computational efficiency, they prove inadequate in capturing the extent of struc...

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Bibliographic Details

Published in:	Results in Engineering
Main Authors:	Vasile Calofir, Ruben-Iacob Munteanu, Mircea-Stefan Simoiu, Karol-Cristian Lemnaru
Format:	Article
Language:	English
Published:	Elsevier 2024-06-01
Subjects:	Machine learning algorithms Nonlinear dynamic analysis Seismic structural damage Time efficient seismic simulations
Online Access:	http://www.sciencedirect.com/science/article/pii/S259012302400505X