Beyond the Hype: Comparing Lightweight and Deep Learning Models for Air Quality Forecasting

Moazzam Umer Gondal, Hamad ul Qudous, Asma Ahmad Farhan

Accurate forecasting of urban air pollution is essential for protecting public health and guiding mitigation policies. While Deep Learning (DL) and hybrid pipelines dominate recent…