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George Stamoulis

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#machine learning Preprint Oct 2026

Reinforcement Learning-Based Optimization of Workload-Aware Power Delivery Networks

Power Delivery Networks (PDNs) are critical components of modern VLSI chips, providing stable voltage levels while satisfying electromigration (EM) and IR-drop constraints. Conventional PDN design methodologies typically rely on worst-case assumptions, often resulting in over-provisioned networks and inefficient use of...

Oran Hayes, Maria Pantazi-Kypraiou, Athanasios Tziouvaras et al. · 0 citations

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