Research on subway settlement prediction based on the WTD-PSR combination and GSM-SVR model

Abstract Due to the speeding up of urban development and the rapid population expansion in China, the subway has become the preferred mode of transportation for people, and urban underground spaces are continuously being improved. However, during the construction of subways, surface settlement aroun...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Miren Rong, Chao Feng, Yinping Pang, Hailong Wang, Ying Yuan, Wensong Zhang, Lanxin Luo
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-05-01
Subjects:	Settlement prediction Wavelet denoising Phase space reconstruction Support vector regression Grid search method
Online Access:	https://doi.org/10.1038/s41598-025-02673-w