Delve into the theoretical framework of finite element analysis $($FEA$)$ and its significance in structural engineering for assessing the response of complex structures subjected to various loading conditions. Explore the mathematical principles behind FEA algorithms, its computational methodologies, and its application in predicting stress distribution, deformation, and failure mechanisms in civil engineering structures, emphasizing its role in enhancing structural performance and safety.