K. Jyothi, N. Srinu, D. B. Babu, and R. Manda, “An expanding window temporal validation framework for global AQI and PM2.5 forecasting using machine learning and deep learning models ”, IJAIML, vol. 6, no. 8s, pp. 1090–1100, Aug. 2026.