Machine-Learning-Based Deformation Prediction Method for Deep Foundation-Pit Enclosure Structure

Machine-Learning-Based Deformation Prediction Method for Deep Foundation-Pit Enclosure Structure

During the construction of deep foundation pits in subways, it is crucial to closely monitor the horizontal displacement of the pit enclosure to ensure stability and safety, and to reduce the risk of structural damage caused by pit deformations. With advancements in machine-learning (ML) techniques...

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Bibliographic Details
Main Authors: Yangqing Xu, Yuxiang Zhao, Qiangqiang Jiang, Jie Sun, Chengxin Tian, Wei Jiang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Applied Sciences
Subjects:
enclosure horizontal displacement
deep foundation pit
machine learning
deformation prediction
K-fold cross validation
Online Access:https://www.mdpi.com/2076-3417/14/3/1273

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https://www.mdpi.com/2076-3417/14/3/1273

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