Since 2000, semiconductor manufacturing has increasingly depended on advanced computational techniques, notably first principles calculations and machine learning, with quantum computing anticipated to join these efforts by 2025. These approaches, collectively described as computing semiconductors, play a critical role in research, development, and production processes across the industry.