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