Managing Director, Semiverse Products Lam Research Fremont, CA, United States
The rapid advancement of semiconductor technology has ushered in a new era of innovation, driven by the integration of virtual silicon twins and artificial intelligence. Virtual silicon twins, which are digital replicas of physical systems, have become pivotal in addressing high-volume semiconductor manufacturing challenges. This talk will explore how virtual process modeling, virtual metrology, and virtual process optimization with design of experiments (DOEs) are revolutionizing semiconductor production. By leveraging machine learning, these techniques enhance human intelligence and experience, providing real-time feed-forward and feedback optimization. The session will highlight specific examples demonstrating significant improvements in manufacturability and yield, showcasing the transformative impact of virtual silicon on the semiconductor industry.
