REVOLUTIONIZING STATIC TIMING ANALYSIS THROUGH MACHINE LEARNING INTEGRATION
Bharathi Guvvala · INTERNATIONAL JOURNAL OF RESEARCH IN COMPUTER APPLICATIONS AND INFORMATION TECHNOLOGY · 2025
The rapid evolution of Machine Learning (ML) in Static Timing Analysis (STA) represents a transformative approach to electronic design automation.This comprehensive article explores the integration of advanced ML techniques into semiconductor design workflows, demonstrating significant improvements in timing prediction, computational efficiency, and design verification processes.By leveraging