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