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analog circuit design 1large language models 1LLM agents 1SAR ADC 1simulation validation 1template-constrained generation 1

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cs.SE2026

Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation

Dimple Vijay Kochar, Hae-Seung Lee, Anantha P. Chandrakasan

The paper introduces ATLAS, a multi-step LLM agent framework that uses template-constrained generation and expert knowledge to automatically design SAR ADC circuits that successful…