Qiubing Ren

A novel deep learning prediction model for concrete dam displacements using interpretable mixed attention mechanism

Qiubing Ren, Mingchao Li, Heng Li et al. · Advanced Engineering Informatics · 2021 · 122 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +6

An optimized combination prediction model for concrete dam deformation considering quantitative evaluation and hysteresis correction

Qiubing Ren, Mingchao Li, Lingguang Song et al. · Advanced Engineering Informatics · 2020 · 105 citations

Geotechnical Engineering, Engineering, Concrete Dam Deformation +10

A new distributed time series evolution prediction model for dam deformation based on constituent elements

Mingchao Li, Yang Shen, Qiubing Ren et al. · Advanced Engineering Informatics · 2018 · 94 citations

Forecasting Methodology, Dam Deformation, Engineering +11

Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algorithms

Ye Zhang, Mingchao Li, Shuai Han et al. · Sensors · 2019 · 93 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

DRLSTM: A dual-stage deep learning approach driven by raw monitoring data for dam displacement prediction

Mingchao Li, Minghao Li, Qiubing Ren et al. · Advanced Engineering Informatics · 2021 · 91 citations

Dam Displacement Prediction, Engineering, Machine Learning +8