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

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Bibliografske podrobnosti
izdano v:	Buildings vol. 15, no. 22 (2025), p. 4174-4209
Glavni avtor:	Guo Zikang
Drugi avtorji:	Yu, Peng, Huang Xinheng, Yao Yingkang, Zhang, Chunwei
Izdano:	MDPI AG
Teme:	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 dostop:	Citation/Abstract Full Text + Graphics Full Text - PDF
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