Shao-Han Li

FDMNet: Frequency-Aware Dual-Branch Modeling for Wind-Vector Prediction

Near-surface wind prediction requires models to represent broad spatial patterns and localized variations. We introduce FDMNet, a frequency-aware dual-branch network for multi-step wind-vector prediction. A variable-wise encoder and multi-head variable attention combine meteorological fields. Latent channels are partit...