Accurate and timely weather forecasting is vital for sectors such as agriculture, aviation, and disaster response. While recent advances in deep learning have enabled data-driven forecasting models, ...

Cascaded forecasting framework. We develop MKAN-iTransformer, cascading multi-scale temporal representation learning with variable-wise attention for 15-minute single-step PV power prediction.

Destructive hurricanes. Huge ocean waves. Sandstorms and severe smog. Extreme weather events are becoming increasingly common, piling pressure on communities to prepare for a range of disasters with ...