Mingkai Liu

Deformation prediction based on denoising techniques and ensemble learning algorithms for concrete dams

Mingkai Liu, Zhiping Wen, Huaizhi Su · Expert Systems with Applications · 2023 · 43 citations

Engineering, Civil Engineering, Computational Engineering +15

Bayesian optimization and ensemble learning algorithm combined method for deformation prediction of concrete dam

Mingkai Liu, Zhiping Wen, Renlian Zhou et al. · Structures · 2023 · 27 citations

Computing, Civil Engineering, Computer Science +15

A multipoint prediction model for the deformation of concrete dams considering climatic features of high-altitude regions

Mingkai Liu, Zhiping Wen, Huaizhi Su · Engineering Structures · 2024 · 16 citations

Engineering, Civil Engineering, Geotechnical Engineering +8

Dam Deformation Prediction Considering the Seasonal Fluctuations Using Ensemble Learning Algorithm

Mingkai Liu, Yanming Feng, Shanshan Yang et al. · Buildings · 2024 · 12 citations · Full text

Computing, Data Science, Forecasting +16