Author

R. Hart

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Preprint Aug 2026

AaLLM: An End-to-End Analog Circuit Design Framework from Topology Generation to Sizing Using Large Language Models

An open-source end-to-end multi-agent LLM workflow that takes user specs as input and outputs the appropriate netlist, encompassing both topology generation and circuit sizing, and achieves a figure of merit (FoM) comparable to that of known topologies, and up to 3x higher for certain circuits.

M. Habib, R. Hart, Morteza Fayazi · 0 citations