Civil infrastructure systems, comprising critical structures 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 key role in determining the capacity of these structures to bear expected loads and environmental