As the impacts of climate change become increasingly evident, infrastructure systems worldwide face unprecedented challenges. Severe weather events, including hurricanes, floods, heatwaves, and wildfires, are becoming more frequent and intense, threatening not only the safety of communities but also the reliability of essential transportation networks.