#artificial intelligence
Sep 2025
AUWave: A data-driven model for reconstructing significant wave heights using sparse observations
Reconstructing high-resolution regional significant wave height (SWH) fields from sparse buoy observations is a critical challenge for ocean monitoring. We introduce AUWave, a hybrid deep learning framework that fuses a station-wise encoder with a multi-scale U-Net enhanced by self-attention to recover regional SWH fie...
Hongyuan Shi, Yilin Zhai, Ping Dong et al.
· Ocean Engineering · 1 citation