2 papers
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
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…