no code implementations • 10 Apr 2024 • Hailong Shu, Yue Wang, Weiwei Song, Huichuang Guo, Zhen Song
The field of meteorological forecasting has undergone a significant transformation with the integration of large models, especially those employing deep learning techniques.
no code implementations • 23 Nov 2022 • Hailong Shu
In this paper, we present a novel deep hybrid model for multi-step wind speed prediction, namely LR-FFT-RP-MLP/LSTM (Linear Fast Fourier Transformation Rank Pooling Multiple-Layer Perception/Long Short-Term Memory).