Kumari, J., Wadhvani, R., Shukla, S., Kumar, L. (2026). Regime-aware hybrid ensemble learning for adaptive $$\hbox {PM}_{2.5}$$ forecasting in urban environments. Scientific Reports. https://doi.org/10.1038/s41598-026-45437-w