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About this paper
Yichen Shi, Zhiyuan Wang, Jianing Cui, Yao Lai, Jinting Zhang, Zhuofu Tao, Hongyang Wang, Zhiping Yu and 2 more
AMSchem turns netlists into checked schematics by planning circuit-aware layouts, grounding them in editable geometry, and accepting local repairs only after deterministic checks. On the 40-case benchmark subset, gpt-5.5 achieves 85.0% validity versus 32.5% for one-pass Direct-IR. Validity combines structural and rendering criteria; on circuits with at least 20 devices its rate is 42.9%.
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