Obeng , Lydia Dede. “Predictive Simulation and Early Warning in Flood Digital Twins: A Systematic Review of AI Model Performance, Warning Lead Times, And Operational Deployment”. Global Journal of Engineering and Technology Research 2, no. 08 (August 27, 2026): 360–365. Accessed October 13, 2026. https://gjetr.ep-journals.org/index.php/gjetr/article/view/100.