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

Furkejuvvon:
Publikašuvnnas:Buildings vol. 15, no. 22 (2025), p. 4174-4209
Váldodahkki: Guo Zikang
Eará dahkkit: Yu, Peng, Huang Xinheng, Yao Yingkang, Zhang, Chunwei
Almmustuhtton:
MDPI AG
Fáttát:
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
Liŋkkat:Citation/Abstract
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