Zhendong Zhang

Wind speed prediction method using Shared Weight Long Short-Term Memory Network and Gaussian Process Regression

Zhendong Zhang, Lei Ye, Hui Qin et al. · Applied Energy · 2019 · 295 citations

Gaussian Process Regression, Engineering, Machine Learning +9

Probabilistic spatiotemporal wind speed forecasting based on a variational Bayesian deep learning model

Yongqi Liu, Hui Qin, Zhendong Zhang et al. · Applied Energy · 2019 · 201 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +10

Wind speed forecasting based on Quantile Regression Minimal Gated Memory Network and Kernel Density Estimation

Zhendong Zhang, Hui Qin, Yongqi Liu et al. · Energy Conversion and Management · 2019 · 139 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +9

A hybrid deep learning technology for PM2.5 air quality forecasting

Zhendong Zhang, Yongkang Zeng, Ke Yan · Environmental Science and Pollution Research · 2021 · 135 citations

Pollution Detection, Environmental Monitoring, Machine Learning +12

Ensemble spatiotemporal forecasting of solar irradiation using variational Bayesian convolutional gate recurrent unit network

Yongqi Liu, Hui Qin, Zhendong Zhang et al. · Applied Energy · 2019 · 123 citations

Numerical Weather Prediction, Engineering, Machine Learning +9