Preprint
Aug 2026
AirFlow: Context Preserving and Multi-Rate State Modeling for Air Quality Forecasting
AirFlow is proposed, a pollutant-aware dual-stream framework that operates on station multivariate observations without additional graph propagation or predefined signal decomposition, achieving high forecasting accuracy with low computational overhead.
Fan Yang, Nan Chen, Yi Dong et al.
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