A Reinforced Learning Solution for Clock Skew Engineering to Reduce Peak Current and IR Drop. - Sayed Aresh Beheshti-Shirazi; Ashkan Vakil; Sai Manoj P. D.; Ioannis Savidis; Houman Homayoun; Avesta Sasan (ACM Great Lakes Symposium on VLSI, 2021)

RAPTA: A Hierarchical Representation Learning Solution For Real-Time Prediction of Path-Based Static Timing Analysis. - Tanmoy Chowdhury; Ashkan Vakil; Banafsheh Saber Latibari; Sayed Aresh Beheshti-Shirazi; Ali Mirzaeian; Xiaojie Guo 002; Sai Manoj P. D.; Houman Homayoun; Ioannis Savidis; Liang Zhao 002; Avesta Sasan (ACM Great Lakes Symposium on VLSI, 2022)

Survey of Machine Learning for Electronic Design Automation. - Kevin Immanuel Gubbi; Sayed Aresh Beheshti-Shirazi; Tyler David Sheaves; Soheil Salehi; Sai Manoj P. D.; Setareh Rafatirad; Avesta Sasan; Houman Homayoun (ACM Great Lakes Symposium on VLSI, 2022)

Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization. - Sayed Aresh Beheshti-Shirazi; Najmeh Nazari; Kevin Immanuel Gubbi; Banafsheh Saber Latibari; Setareh Rafatirad; Houman Homayoun; Avesta Sasan; Sai Manoj P. D. (IEEE Access, 2023)