Integrating Digital Twin and Nature Based Solutions for Climate Resilient Urban Design: A Predictive Framework for Future Ready Residential Neighborhoods in the Anthropocene

The accelerating impacts of climate change and rapid urbanization underscore the urgent need for integrative frameworks that enhance the adaptive capacity of cities. This study proposes a predictive urban design framework that synthesizes Digital Twins (DTs) and Nature-Based Solutions (NbS) to suppo