Yi Liu

Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization

Zhong-kai Feng, Wenjing Niu, Zhengyang Tang et al. · Journal of Hydrology · 2020 · 245 citations

Natural Resources, Hydrology, Meteorology +17

Assessing the potential of random forest method for estimating solar radiation using air pollution index

Huaiwei Sun, Dongwei GUI, Baowei Yan et al. · Energy Conversion and Management · 2016 · 165 citations

Natural Sciences, Environmental Sciences, Forestry +14

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

Comparison of Spatial Interpolation Schemes for Rainfall Data and Application in Hydrological Modeling

Tao Chen, Liliang Ren, Fei Yuan et al. · Water · 2017 · 131 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

A hybrid of real coded genetic algorithm and artificial fish swarm algorithm for short-term optimal hydrothermal scheduling

Na Fang, Jianzhong Zhou, Rui Zhang et al. · International Journal of Electrical Power & Energy Systems · 2014 · 130 citations

Architecture, Computational Engineering, Optimization +13