Dongqin Zhang

Applicability analysis of transformer to wind speed forecasting by a novel deep learning framework with multiple atmospheric variables

Wenjun Jiang, Bo Liu, Yang Liang et al. · Applied Energy · 2023 · 78 citations

Speed Forecasting, Meteorology, Numerical Weather Prediction +12

Transformer-based tropical cyclone track and intensity forecasting

Wenjun Jiang, Dongqin Zhang, Gang Hu et al. · Journal of Wind Engineering and Industrial Aerodynamics · 2023 · 43 citations

Storm Surge, Hurricane Risk, Predictive Analytics +4

A novel hybrid deep learning model for multi-step wind speed forecasting considering pairwise dependencies among multiple atmospheric variables

Wenjun Jiang, Pengfei Lin, Yang Liang et al. · Energy · 2023 · 36 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +11

Urban wind field prediction based on sparse sensors and physics‐informed graph‐assisted auto‐encoder

Huanxiang Gao, Gang Hu, Dongqin Zhang et al. · Computer-Aided Civil and Infrastructure Engineering · 2024 · 36 citations · Full text

Artificial Intelligence, Meteorology, Convolutional Neural Network +15

Fluid-structure interaction analysis of wind turbine aerodynamic loads and aeroelastic responses considering blade and tower flexibility

Dongqin Zhang, Zhenqing Liu, Weipeng Li et al. · Engineering Structures · 2023 · 33 citations

Engineering, Tower Flexibility, Wind Turbine Aerodynamics +9