Waqas M, Jan S, Ullah B, Khan A, Rauf A, Niaz Khan B. Prediction of particulate matter PM2.5 level in the air of Islamabad, Pakistan by using machine learning and deep learning approaches. JAPH. 2025;10(1):37-60.