This direction is dedicated to the innovation of numerical simulation methodologies for infrastructure structural damage, the establishment of digital twin models, and the research on dynamic prediction techniques. Through reconstructing the evolutionary trajectory of structural damage and optimizing the precision of digital twin models, it enables dynamic prognostication of the safety status of infrastructure, significantly enhancing the accuracy of quantitative safety assessment and service life prognostication.