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Scientific Reports· 2023Q1

Prediction method of surface settlement of rectangular pipe jacking tunnel based on improved PSO-BP neural network

Da Hu, Yongjia Hu, Shun Yi, Xiaoqiang Liang et al.

Short summary

An improved PSO-BP neural network model significantly enhances the prediction accuracy and robustness of surface settlement for rectangular pipe jacking tunnels, especially during gentle subsidence with large variations.

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Field: General Engineering

General EngineeringEngineering