An intelligent procedure for updating deformation prediction of braced excavation in clay using gated recurrent unit neural networks

An intelligent procedure for updating deformation prediction of braced excavation in clay using gated recurrent unit neural networks

This paper aims to establish an intelligent procedure that combines the observational method with the existing deep learning technique for updating deformation of braced excavation in clay. The gated recurrent unit (GRU) neural network is adopted to formulate the forecast model and learn the potenti...

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Bibliographic Details
Main Authors: Jie Yang, Yingjing Liu, Saffet Yagiz, Farid Laouafa
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Journal of Rock Mechanics and Geotechnical Engineering
Subjects:
Braced excavation
Deep learning
Clay
Wall deflection
Ground settlement
Deformation updating
Online Access:http://www.sciencedirect.com/science/article/pii/S1674775521001244

Internet

http://www.sciencedirect.com/science/article/pii/S1674775521001244

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