Civil infrastructure systems, made up of critical structures 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 key role in assessing the capacity of these installations to resist expected loads and environmenta