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

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Pubblicato in:	Buildings vol. 15, no. 22 (2025), p. 4174-4209
Autore principale:	Guo Zikang
Altri autori:	Yu, Peng, Huang Xinheng, Yao Yingkang, Zhang, Chunwei
Pubblicazione:	MDPI AG
Soggetti:	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
Accesso online:	Citation/Abstract Full Text + Graphics Full Text - PDF
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