2 papers
cs.AR2025
Unsupervised Graph Neural Network Framework for Balanced Multipatterning in Advanced Electronic Design Automation Layouts
Abdelrahman Helaly, Nourhan Sakr, Kareem Madkour +1
Multipatterning is an essential decomposition strategy in electronic design automation (EDA) that overcomes lithographic limitations when printing dense circuit layouts. Although h…
cs.LG2025
Improving Mixed-Criticality Scheduling with Reinforcement Learning
Muhammad El-Mahdy, Nourhan Sakr, Rodrigo Carrasco
This paper introduces a novel reinforcement learning (RL) approach to scheduling mixed-criticality (MC) systems on processors with varying speeds. Building upon the foundation laid…