Civil infrastructure systems, consisting of 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 progress. Structural integrity analysis plays a pivotal role in assessing the capacity of these installations to bear expected loads and environm