Authors

Pavlos Stoikos

Publications 2

Preprint Open access

A Physics-Guided Transformer Framework for Electromigration Analysis in Multi-Segment Interconnects

Pavlos Stoikos, Anuj Pathania, George Floros · 2026

As technology scales to smaller nodes, increasing current densities make electromigration (EM) one of the dominant reliability challenges in on-chip interconnects. Accurate transient stress analysis is needed to identify wires susceptible to EM degradation, but applying physics-based solvers across many interconnects r …

Preprint Open access

GPlaceRL: An Open-Source Graph Reinforcement Learning Framework for Detailed Placement

Pavlos Stoikos, Foteini Oikonomou, Christos Poulos et al. · 2026

Reinforcement learning (RL) has emerged as a promising approach for placement optimization, particularly when combined with graph neural networks (GNNs) that capture circuit connectivity. However, most learning-based placement approaches focus on floorplanning, macro placement, or global placement, while detailed place …

Co-authors