Shuang Zhu

Study on optimization and combination strategy of multiple daily runoff prediction models coupled with physical mechanism and LSTM

Jun Guo, Yi Liu, Qiang Zou et al. · Journal of Hydrology · 2023 · 157 citations

Natural Resources, Hydrology, Water Resources Management +16

An improved long short-term memory network for streamflow forecasting in the upper Yangtze River

Shuang Zhu, Xiangang Luo, Xiaohui Yuan et al. · Stochastic Environmental Research and Risk Assessment · 2020 · 141 citations

Natural Resources, Hydrology, Water Resources Management +13

Streamflow estimation by support vector machine coupled with different methods of time series decomposition in the upper reaches of Yangtze River, China

Shuang Zhu, Jianzhong Zhou, Lei Ye et al. · Environmental Earth Sciences · 2016 · 102 citations

Natural Resources, Hydrology, Water Resources Management +17

Coupling logistic model tree and random subspace to predict the landslide susceptibility areas with considering the uncertainty of environmental features

Xiangang Luo, Feikai Lin, Yihong Chen et al. · Scientific Reports · 2019 · 85 citations · Full text

Computing, Geoinformatics, Geological Engineering +17

Gaussian mixture model coupled recurrent neural networks for wind speed interval forecast

Shuang Zhu, Xiaohui Yuan, Zhanya Xu et al. · Energy Conversion and Management · 2019 · 80 citations

Natural Sciences, Earth Sciences, Meteorology +15