Browsing Norwegian Geotechnical Institute (NGI) Digital Archive by Author "Yang, Beibei"

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Algorithms for intelligent prediction of landslide displacements

Liu, Zhongqiang; Guo, Dong; Lacasse, Suzanne; Li, Jin-hui; Yang, Beibei; Choi, Jung Chan (Peer reviewed; Journal article, 2020)

Landslides represent major threats to life and property in many areas of the world, such as the landslides in the Three Gorges Dam area in mainland China. To better prepare for landslides in this area, we explored how ...
Landslide displacement prediction based on wavelet transform and long short-term memory neural network

Yang, Beibei; Liu, Zhongqiang; Lacasse, Suzanne; Nadim, Farrokh (Chapter, 2019)

The prediction of landslide displacement is a key component of an early warning system to mitigate landslide risk. Most of the models for landslide displacement prediction are static models. Yet, landslides move dynamically. ...
Time series analysis and long short-term memory neural network to predict landslide displacement

Yang, Beibei; Yin, Kunlong; Lacasse, Suzanne; Liu, Zhongqiang (Journal article; Peer reviewed, 2019)

A good prediction of landslide displacement is an essential component for implementing an early warning system. In the Three Gorges Reservoir Area (TGRA), many landslides deform distinctly and in steps from April to September ...