very-large-scale integration

Graph Neural Networks accelerate VLSI design with faster capacitance modeling

Researchers have developed GNN-Ceff, a novel method utilizing Graph Neural Networks for post-layout effective capacitance modeling in VLSI design. This approach aims to improve the accuracy and speed of static timing an…