Common mistakes in stress analysis include incorrect boundary conditions, overlooking stress concentrations, and using inappropriate material properties. These errors can lead to inaccurate results and design failures. To avoid them, ensure accurate modeling, validate assumptions, and use proper meshing techniques. Regularly cross-check results with hand calculations or benchmarks to enhance reliability and structural safety.