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Hong-Wu Liu

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#machine learning Preprint Sep 2026

STCFormer: Adaptive Spatio-Temporal Modeling with Dynamic Cluster Transformer for Station-based Weather Forecasting

Station-based weather forecasting supports daily life and economic activity, yet accurate forecasts require modeling complex spatial dependencies among stations. Recent clustering-based selective modeling offers a promising alternative to dense inter-station interactions. However, a grouping shared across an observatio...

Rong Li, Hai-Xin Xie, Ming-Yang Wang et al. · 0 citations

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