Machine Learning Prediction on Progressive Collapse Resistance of Purely Welded Steel Frames Considering Weld Defects

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Publicat a:	Buildings vol. 15, no. 22 (2025), p. 4174-4209
Autor principal:	Guo Zikang
Altres autors:	Yu, Peng, Huang Xinheng, Yao Yingkang, Zhang, Chunwei
Publicat:	MDPI AG
Matèries:	Load Finite element method Height Diameters Thickness ratio Machine learning Hypercubes Influence Learning algorithms Strain gauges Welding Bayesian analysis Artificial intelligence Frames (data processing) Collapse Steel Weld defects Ductility Optimization Yield stress Steel frames Welded joints Mathematical models Catastrophic collapse Latin hypercube sampling
Accés en línia:	Citation/Abstract Full Text + Graphics Full Text - PDF
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