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

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Bibliografiske detaljer
Udgivet i:	Buildings vol. 15, no. 22 (2025), p. 4174-4209
Hovedforfatter:	Guo Zikang
Andre forfattere:	Yu, Peng, Huang Xinheng, Yao Yingkang, Zhang, Chunwei
Udgivet:	MDPI AG
Fag:	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
Online adgang:	Citation/Abstract Full Text + Graphics Full Text - PDF
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