Obeng , L. D. Predictive Simulation and Early Warning in Flood Digital Twins: A Systematic Review of AI Model Performance, Warning Lead Times, And Operational Deployment. Glob. J. Eng. Technol. Res. 2026, 2 (08), 360-365. https://doi.org/10.65150/EP-gjetr/V2E8/2026-05.