RFChipAgent's multi-agent flow automates topology selection, schematic and testbench generation, and closed-loop sizing for a GF22FDSOI 60 GHz wideband LNA, with Trial #174 meeting every specification
The work introduces RFChipAgent, a superagent-orchestrated multi-agentic AI flow combining per-document FAISS-indexed multimodal RAG, a physics-aware topology agent, automated schematic and testbench generation, a TPE-plus-CMA-ES simulator-in-the-loop sizing optimizer, and a trust-scored simulation database; validated end-to-end on a GF22FDSOI 60 GHz wideband LNA, Trial #174 meets every specification, with the campaign completing in about 2 hours at an estimated cost of $156.20.