Graduate Seminar, 2023/11/15
Speaker:
Shu-Kai S. Fan
Position:
Professor, Department of Industrial Engineering and Management,
National Taipei University of Technology
Topic:
AI Transformation of Semiconductor Manufacturing in FEOL Process
Abstract
This talk will discuss state-of-the-art technologies related to data science and their applications in the current semiconductor practice, particularly focused on the front-end-of-line processes. It addresses a new transformation framework, by making the transition from process transformation to artificial intelligence (AI) transformation. The major purpose is to harness the volatility, uncertainty, complexity and ambiguity (VUCA) situations in an attempt to encourage radical innovation in front-end-of-line (FEOL) semiconductor manufacturing. It will explore the advantages of these technologies and how they can create insights and values for semiconductor fabrication during the era of AI Economy.
