Unsupervised Graph Neural Network Framework for Balanced Multipatterning in Advanced Electronic Design Automation Layouts

Multipatterning is an essential decomposition strategy in electronic design automation (EDA) that overcomes lithographic limitations when printing dense circuit layouts. Although heuristic-based backtracking and SAT solvers can address these challenges, they often struggle to simultaneously handle b...

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Principais autores:	Abdelrahman Helaly, Kareem Madkour, Ilhami Torunoglu, Nourhan Sakr
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2026-01-01
coleção:	IEEE Access
Assuntos:	Electronic design automation graph neural networks multipatterning layout decomposition design for manufacturability machine learning
Acesso em linha:	https://ieeexplore.ieee.org/document/11433416/
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