Framework for investigating structure cracking using real engineering data combined with physics constraints

Abstract Accurate description of the condition of engineering structures is important for ensuring structural safety. Traditional analysis methods based on simplified physical mechanisms cannot accurately characterize the structural condition and neglect the value of the large amount of data generat...

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Detalhes bibliográficos

Principais autores:	Han Si, Qidi Wang, Xin Ruan, Xingpo Fang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2025-02-01
Colecção:	Scientific Reports
Assuntos:	Concrete cracking Defect assessment Data-driven analysis Physics-constrained data Ensemble learning models
Acesso em linha:	https://doi.org/10.1038/s41598-024-85079-4
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