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cs.LG2025
ArtNet: Hierarchical Clustering-Based Artificial Netlist Generator for ML and DTCO Application
Andrew B. Kahng. Seokhyeong Kang, Seonghyeon Park, Dooseok Yoon
In advanced nodes, optimization of power, performance and area (PPA) has become highly complex and challenging. Machine learning (ML) and design-technology co-optimization (DTCO) p…
cs.LG2025
Recursive Learning-Based Virtual Buffering for Analytical Global Placement
Andrew B. Kahng, Yiting Liu, Zhiang Wang
Due to the skewed scaling of interconnect versus cell delay in modern technology nodes, placement with buffer porosity (i.e., cell density) awareness is essential for timing closur…