ABSTRACT: As more property-related data are becoming available, unprecedented granular analyses have become facilitated with hybrid methodologies that incorporate machine learning (ML) into physics-based models. These modeling capabilities open the door to resilience analyses—especially with respect to climate-change scenarios—that are becoming important parallel assessments to other types of...