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