1 citations · 2 across the 3 of their papers we have counts for
3 papers
ML-based AIG Timing Prediction to Enhance Logic Optimization
Wenjing Jiang, Jin Yan, Sachin S. Sapatnekar
As circuit designs become more intricate, obtaining accurate performance estimation in early stages, for effective design space exploration, becomes more time-consuming. Traditiona…
IR-Aware ECO Timing Optimization Using Reinforcement Learning
Wenjing Jiang, Vidya A. Chhabria, Sachin S. Sapatnekar
Engineering change orders (ECOs) in late stages make minimal design fixes to recover from timing shifts due to excessive IR drops. This paper integrates IR-drop-aware timing analys…
A Machine Learning Approach to Improving Timing Consistency between Global Route and Detailed Route
Vidya A. Chhabria, Wenjing Jiang, Andrew B. Kahng +1
Due to the unavailability of routing information in design stages prior to detailed routing (DR), the tasks of timing prediction and optimization pose major challenges. Inaccurate…