Slope stability prediction based on a long short-term memory neural network:comparisons with convolutional neural networks,support vector machines and random forest models

Faming Huang; Haowen Xiong; Shixuan Chen; Zhitao Lv; Jinsong Huang; Zhilu Chang; Filippo Catani

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Home>Articles>Slope stability prediction based on a long short-term memory neural network:comparisons with convolutional neural networks,support vector machines and random forest models

Slope stability prediction based on a long short-term memory neural network:comparisons with convolutional neural networks,support vector machines and random forest models

Faming Huang

Haowen Xiong

Shixuan Chen

Zhitao Lv

Jinsong Huang

Zhilu Chang

Filippo Catani

Keywords：Slope stability predictionLong short-term memoryDeep learningGeo-Studio softwareMachine learning model

Publication Date：2023-04-28

Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)

Pages：14( 83-96 )

International Journal of Coal Science & Technology

ISTICCSCD

ISSN：2095-8293

Year, Vol.(Issue)：2023,10(2)