Author

Mingkai Liu

Institution: Hohai University

Observed institutions: North China Electric Power University, Hohai University, State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering

ORCID: 0000-0001-8035-3890

Observed ORCID: 0000-0001-8035-3890

OpenAlex ID: A5101710159

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

2023 · Mingkai Liu, Zhiping Wen, et al. · Expert Systems with Applications · 48

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

2023 · Mingkai Liu, Zhiping Wen, et al. · Structures · 29

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

2024 · Mingkai Liu, Zhiping Wen, et al. · Engineering Structures · 22

Deformation prediction model for concrete dams considering the effect of solar radiation

2025 · Mingkai Liu, Yining Qi, et al. · Advanced Engineering Informatics · 15

Dam Deformation Prediction Considering the Seasonal Fluctuations Using Ensemble Learning Algorithm

2024 · Mingkai Liu, Yanming Feng, et al. · Buildings · 15

Reliability analysis of concrete gravity dams based on the Bayesian line sampling algorithm and global sensitivity analysis method

2025 · Mingkai Liu, Yanpian Mao, et al. · Expert Systems with Applications · 10

Study on the influence of water desalinization and water protection for the water strategy in future

2016 · Mingkai Liu · International Conference on Advanced Materials and Computer Science (ICAMCS)

Works count: 7

Citation count: 139

H-index: 6

I10-index: 6