RFAmpDesigner automates RF low-noise amplifier design across 10-50 GHz and 10-80% bandwidth using a multi-agent LLM system with resource-allocation middleware and retrieval-augmented self-evolution.
Menter: A fully-automated multi-agent workflow for end-to-end rf/analog circuits netlist design
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TOPCELL reformulates standard cell topology optimization as an LLM generative task with GRPO fine-tuning, outperforming base models and matching exhaustive solvers with 85.91x speedup in 2nm/7nm industrial flows.
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RFAmpDesigner: A Self-Evolving Multi-Agent LLM Framework for Automated Radio Frequency Amplifier Design
RFAmpDesigner automates RF low-noise amplifier design across 10-50 GHz and 10-80% bandwidth using a multi-agent LLM system with resource-allocation middleware and retrieval-augmented self-evolution.
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TOPCELL: Topology Optimization of Standard Cell via LLMs
TOPCELL reformulates standard cell topology optimization as an LLM generative task with GRPO fine-tuning, outperforming base models and matching exhaustive solvers with 85.91x speedup in 2nm/7nm industrial flows.