Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2610.10858.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

RFChipAgent is a multi-agent LLM system for end-to-end analog/RF circuit design automation, combining multimodal RAG with per-document FAISS indexing, topology and schematic/testbench agents, a hybrid TPE/CMA-ES sizing engine with simulator-in-the-loop evaluation, and a trust-scored simulation database. Validated on GF22FDSOI 60 GHz wideband mm-wave LNAs with signoff-quality results.

Concrete architecture for a domain-specific multi-agent design flow, showing measurable reduction in design effort on a real 60 GHz LNA family. Useful reference for anyone building agentic EDA or simulation-in-the-loop systems.

Cited by

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