Stress analysis specialists in aerospace projects often face challenges such as accurately modeling complex materials, dealing with dynamic loads, ensuring compliance with stringent safety regulations, managing large datasets, and addressing uncertainties in structural behavior under extreme conditions like temperature variations and high-pressure environments.