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Mary Hyacinth Sarmiento

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#graph neural networks Open access Sep 2026

A Comparative Analysis of Power-Delay-Area Improvements Between Traditional Heuristic and AI-Driven Electronic Design Automation Techniques

This paper presents a conceptual literature review and qualitative comparative synthesis of two major families of Electronic Design Automation (EDA) logic-optimization techniques: modern classical heuristic logic synthesis, grounded in scalable multi-level DAG-based optimization frameworks (Mishchenko et al., 2018; Ama...

Mary Hyacinth Sarmiento · 0 citations
#graph neural networks Open access Sep 2026

A Comparative Analysis of Power-Delay-Area Improvements Between Traditional Heuristic and AI-Driven Electronic Design Automation Techniques

This paper presents a conceptual literature review and qualitative comparative synthesis of two major families of Electronic Design Automation (EDA) logic-optimization techniques: modern classical heuristic logic synthesis, grounded in scalable multi-level DAG-based optimization frameworks (Mishchenko et al., 2018; Ama...

Mary Hyacinth Sarmiento · 0 citations
#reinforcement learning Open access Oct 2026

A Comparative Analysis of Power-Delay-Area Improvements Between Traditional Heuristic and AI-Driven Electronic Design Automation Techniques

This paper presents a conceptual literature review and qualitative comparative synthesis of two major families of Electronic Design Automation (EDA) logic-optimization techniques: modern classical heuristic logic synthesis, grounded in scalable multi-level DAG-based optimization frameworks (Mishchenko et al., 2018; Ama...

Mary Hyacinth Sarmiento · 0 citations
#reinforcement learning Open access Oct 2026

A Comparative Analysis of Power-Delay-Area Improvements Between Traditional Heuristic and AI-Driven Electronic Design Automation Techniques

This paper presents a conceptual literature review and qualitative comparative synthesis of two major families of Electronic Design Automation (EDA) logic-optimization techniques: modern classical heuristic logic synthesis, grounded in scalable multi-level DAG-based optimization frameworks (Mishchenko et al., 2018; Ama...

Mary Hyacinth Sarmiento · 0 citations

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