University of Stuttgart, Stuttgart, Germany; University at Buffalo, Buffalo, NY, USA; IBM Research, Yorktown Heights, NY, USA; Technical University of Munich, München, Germany; Stony Brook University, Stony Brook, NY, USA
Yuting Hu, Jiajie Li, Florian Klemme, Gi-Joon Nam, Tengfei Ma, Hussam Amrouch, Jinjun Xiong
Graph Neural Networks;Integrated Circuits;Circuit Timing Analysis;Physics-guided Deep Learning
SyncTREE: Fast Timing Analysis for Integrated Circuit Design through a Physics-informed Tree-based Graph Neural Network