Civil infrastructure systems, comprising critical structures such as bridges, roads, and dams, are crucial to modern society. Ensuring their long-term stability is paramount for public safety and economic growth. Structural integrity analysis plays a key role in evaluating the strength of these structures to resist expected loads and environmental