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Author

Jhon Paul Gapoy

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#graph neural networks Open access Sep 2026

Machine Learning-Assisted Physical Design Optimization in Modern Electronic Design Automation (EDA)

Abstract The increasing size and complexity of modern integrated circuits have made physical design a computationally demanding stage of electronic design automation (EDA). Placement, routing, timing, and related optimization tasks require repeated evaluation of large design spaces, while decisions made at one stage ca...

Jhon Paul Gapoy · 0 citations
#graph neural networks Open access Sep 2026

Machine Learning-Assisted Physical Design Optimization in Modern Electronic Design Automation (EDA)

Abstract The increasing size and complexity of modern integrated circuits have made physical design a computationally demanding stage of electronic design automation (EDA). Placement, routing, timing, and related optimization tasks require repeated evaluation of large design spaces, while decisions made at one stage ca...

Jhon Paul Gapoy · 0 citations

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