Meng-Juan Cheng

Graph-enhanced Multi-scale Mamba Network with Whale Optimization for Air Quality Forecasting

Accurate forecasting of fine particulate matter (PM2.5) concentration is crucial for public health and environmental management. Existing deep learning methods often struggle to capture complex spatio-temporal dependencies, especially non-Euclidean spatial relationships and multi-scale temporal dynamics. To address the...