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