Yongqi Liu

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

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

Long Short-Term Memory Network based on Neighborhood Gates for processing complex causality in wind speed prediction

Zhendong Zhang, Hui Qin, Yongqi Liu et al. · Energy Conversion and Management · 2019 · 110 citations

Engineering, Machine Learning, Data Science +8