Manish P. Gangawane and Devdas Saraswat 2026. Twin GNN AERIS: An Intelligent Physics-Guided Graph Neural Digital Twin Framework for Proactive Asthma Exacerbation Forecasting and Intervention Optimizations. International Journal of Computer Information Systems and Industrial Management Applications. 18, 4s (Jun. 2026), 585–609. DOI:https://doi.org/10.70917/ijcisim-2026-2538.