Research on Deformation Safety Risk Warning of Super-Large and Ultra-Deep Foundation Pits Based on Long Short-Term Memory

This paper proposes transforming actual monitoring data into risk quantities and establishing a Long Short-Term Memory (LSTM) safety risk warning model for predicting the deformation of super-large and ultra-deep foundation pits in river–round gravel strata based on safety evaluation methods. Using...

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Bibliographic Details

Published in:	Buildings
Main Authors:	Yanhui Guo, Chengjin Li, Ming Yan, Rui Ma, Wei Bi
Format:	Article
Language:	English
Published:	MDPI AG 2024-05-01
Subjects:	rounded gravel strata super-large and ultra-deep foundation pit LSTM model deformation prediction risk warning
Online Access:	https://www.mdpi.com/2075-5309/14/5/1464