This study provides a comprehensive review of Turkish-language academic works on artificial intelligence applications in structural engineering. It categorizes research by disciplines such as structural mechanics, materials, and earthquake engineering, and evaluates the AI methods used, including neural networks, fuzzy logic, and metaheuristic algorithms. By analyzing over a hundred studies, the work offers a clear picture of the field’s evolution and research trends in Turkey. It aims to save researchers time and inspire further AI-driven innovation in civil engineering.