Research on the deformation prediction model of surrounding rock based on SSA-VMD-GRU

Surrounding rock deformation prediction can provide decision-makers with future deformation information, which enhances construction safety. Aiming at the problems of nonlinearity, high dynamics, and low prediction accuracy of surrounding rock deformation, this article proposes a time series predict...

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Prif Awduron:	Xiao Jiming, Guo Hongyan, Guo Huajun, Hu Juyi, Zhang Zhongzhe
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	De Gruyter 2025-07-01
Cyfres:	Open Geosciences
Pynciau:	deformation of the surrounding rock time series prediction variational mode decomposition sparrow search algorithm gated recurrent unit
Mynediad Ar-lein:	https://doi.org/10.1515/geo-2025-0842
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!