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cs.LG2025
WaveHiTS: Wavelet-Enhanced Hierarchical Time Series Modeling for Wind Direction Nowcasting in Eastern Inner Mongolia
Hailong Shu, Weiwei Song, Yue Wang +1
Wind direction forecasting plays a crucial role in optimizing wind energy production, but faces significant challenges due to the circular nature of directional data, error accumul…
cs.LG2024★ 2 cited
Forecasting the Future with Future Technologies: Advancements in Large Meteorological Models
Hailong Shu, Yue Wang, Weiwei Song +2
The field of meteorological forecasting has undergone a significant transformation with the integration of large models, especially those employing deep learning techniques. This p…
cs.LG2022★ 1 cited
Multi-Step Short-Term Wind Speed Prediction with Rank Pooling and Fast Fourier Transformation
Hailong Shu
Short-term wind speed prediction is essential for economical wind power utilization. The real-world wind speed data is typically intermittent and fluctuating, presenting great chal…