Mallik, S. 2026. Machine Learning-Based Static Timing Analysis for Advanced Semiconductor Design: Approaches, Challenges, and Solutions. International Journal of Artificial Intelligence and Machine Learning. 6, 10s (Sep. 2026), 424–429. DOI:https://doi.org/10.51483/IJAIML.6.10s.2026.424-429.