Introduction Mechanical design is an intricate field, and the functionality of machinery often relies on the performance of essential components like bearings and gears. The integration of artificial intelligence (AI) has significantly transformed the analysis and design of these critical components. AI-driven tools and algorithms enable engineers to optimize the performance,...