Analog device sizing must satisfy all specifications across process, voltage, and temperature (PVT) corners to ensure tape-out success, but simulating every candidate at all corners dominates the sizing time and slows design iteration. Conventional surrogate-based optimizers search the sizing space directly, while rece...
VisCAD is presented, a foundation model suite designed to provide both broad generalization and strong CAD capability for realistic industrial products that includes a domain-specific harness that leverages frontier models for complex assembly generation and demonstrates advantages over general-purpose harnesses in bot...
Guan-Ling Li, Zhi-Chao Huang, Hui-Mu Yu et al.· 0 citations
Results show that execution alone is insufficient to characterize realistic CAD modeling and that frontier models and agents differ substantially across executability, IoUs, and visual-semantic identity.
Guan-Ling Li, Zhi-Chao Huang, Hui-Mu Yu et al.· 0 citations
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