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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Fan Meng

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2026

Physics-Data-Coupled Network for Typhoon Satellite Cloud Image Sequence Prediction

Accurate prediction of typhoon satellite cloud image sequences is essential for short-term typhoon monitoring and forecasting, including center localization, intensity estimation, and evolution analysis. Although deep learning methods have been widely used for typhoon satellite cloud image sequence prediction, they oft...

Li-Ling Zhao, Xin-Yue Wang, Run-Ling Yu et al. · 0 citations
#graph neural networks Sep 2026

MADGCN: A Meteorology-Aware Spatio-Temporal Graph Convolution Network for Long-Term Air Pollution Forecasting

Air quality forecasting has attracted increasing attention as global air pollution worsens. Spatiotemporal graph neural networks have become a leading paradigm, thanks to their ability to capture complex spatial and temporal dynamics in Air Quality Index (AQI) data. However, existing methods remain limited by weak mode...

Binwu Wang, Zhiqing Cui, Guangjun Wang et al. · 0 citations

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