Concepedia

Yongqi Liu

YL

Statistics

Publications

26

Citations

1.9K

H-Index

21

Active since

2013

Affiliations

Huazhong University of Science and Technology(Current)

Changjiang Water Resources Commission

China Institute of Water Resources and Hydropower Research

Jiangxi University of Water Resources and Electric Power

Dalian University of Technology

Yongqi Liu is an author at Huazhong University of Science and Technology specializing in forecasting, time series forecasting, and machine learning.

ORCID

Publications per year

2013–2024

26

Publications

26

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 · 303 citations

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

Yongqi Liu, Hui Qin, Zhendong Zhang et al. · Applied Energy · 2019 · 207 citations

, , +14

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

Zhendong Zhang, Yongqi Liu, Liqiang Yao et al. · Energy Conversion and Management · 2019 · 144 citations

, , +14

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 · 125 citations

, , +14

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 · 111 citations

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