Civil infrastructure systems, comprising critical components such as bridges, roads, and dams, are vital to modern society. Ensuring their long-term reliability is paramount for public safety and economic growth. Structural integrity analysis plays a critical role in determining the strength of these systems to bear expected loads and environmental