Analysis of Diaphragm Wall Deflection Induced by Excavation Based on Machine Learning

For the concrete diaphragm wall (CDW) supported excavation, excessive wall deflection may pose a potential risk to adjacent structures and utilities in urban areas. Therefore, it is of significance to predict the CDW deformation with high accuracy and efficiency. This paper investigates three machin...

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Veröffentlicht in:	Mathematical problems in engineering 2021, Vol.2021, p.1-10
Hauptverfasser:	Zhao, Huajing, Liu, Wei, Guan, Hao, Fu, Chunqing
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Artificial neural networks Back propagation networks Computing time Construction sites Deep learning Deflection Diaphragm wall Engineering Excavation Machine learning Neural networks Neurons Predictions Robustness (mathematics) Simulation Urban areas Utilities
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