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 · 238 citations

Support Vector Machine, Engineering, Water Resources +5

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 · 162 citations

Random Forest Method, Environmental Monitoring, Engineering +13

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 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

Engineering, Energy Efficiency, Energy Management +7

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

Tao Chen, Liliang Ren, Fei Yuan et al. · Water · 2017 · 128 citations · Full text

Hydrometeorology, Meteorology, Engineering +13