Research Progress of Machine Learning in Deep Foundation Pit Deformation Prediction

Research Progress of Machine Learning in Deep Foundation Pit Deformation Prediction

During deep foundation pit construction, slight improper operations may lead to excessive deformation, resulting in engineering accidents. Therefore, how to accurately predict the deformation of the deep foundation pit is of significant importance. With advancements in artificial intelligence techno...

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Bibliographic Details
Main Authors: Xiang Wang, Zhichao Qin, Xiaoyu Bai, Zengming Hao, Nan Yan, Jianyong Han
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Buildings
Subjects:
deep foundation pit
deformation prediction
machine learning
neural network
support vector machine
Bayesian network
Online Access:https://www.mdpi.com/2075-5309/15/6/852
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