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cs.AR2025
OpenGCRAM: An Open-Source Gain Cell Compiler Enabling Design-Space Exploration for AI Workloads
Xinxin Wang, Lixian Yan, Shuhan Liu +10
Gain Cell memory (GCRAM) offers higher density and lower power than SRAM, making it a promising candidate for on-chip memory in domain-specific accelerators. To support workloads w…
cs.AR2025
GATMesh: Clock Mesh Timing Analysis using Graph Neural Networks
Muhammad Hadir Khan, Matthew Guthaus
Clock meshes are essential in high-performance VLSI systems for minimizing skew and handling PVT variations, but analyzing them is difficult due to reconvergent paths, multi-source…
cs.LG2025
Effective Capacitance Modeling Using Graph Neural Networks
Eren Dogan, Matthew R. Guthaus
Static timing analysis is a crucial stage in the VLSI design flow that verifies the timing correctness of circuits. Timing analysis depends on the placement and routing of the desi…