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