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 · 149 citations

Engineering, Water Resources, Combination Strategy +7

A hybrid support vector regression framework for streamflow forecast

Xiangang Luo, Xiaohui Yuan, Shuang Zhu et al. · Journal of Hydrology · 2018 · 142 citations

Forecasting Methodology, Engineering, Machine Learning +7

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 · 138 citations

Upper Yangtze River, River Basin Management, Engineering +8

Mine landslide susceptibility assessment using IVM, ANN and SVM models considering the contribution of affecting factors

Xiangang Luo, Feikai Lin, Shuang Zhu et al. · PLoS ONE · 2019 · 103 citations · Full text

Rock Slide, Engineering, Rock Slope +18

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 · 99 citations

Stream Processing, Environmental Flow, Support Vector Machine +12