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TACS-RF框架发布:LLM智能体驱动EDA工具实现射频与毫米波模块自动电路合成

2026年10月26日,arXiv发布题为《TACS-RF:面向射频与毫米波模块的工具驱动型智能体电路合成》的研究论文(编号arXiv:2610.31882v1),提出首个由大语言模型编码智能体(Claude Opus 4.8)直接调用Cadence、Ansys等工业级EDA工具完成RF/mmWave电路设计的端到端框架,并在90 nm SiGe BiCMOS工艺中验证了240–251 GHz亚太赫兹发射机的半自主设计。

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TACS-RF: Tool-driven Agentic Circuit Synthesis of RF and mmWave Modules

arXiv:2610.31882v1 Announce Type: new Abstract: We present the framework of TACS-RF - a Tool-driven Agentic Circuit Synthesis of RF and mmWave modules. In this framework, a large-language-model (LLM) coding agent (Claude Opus 4.8) directly drives industry-standard electronic-design-automation (EDA) tools such as Cadence Virtuoso/Spectre, Calibre, Cadence EMX, and Ansys HFSS to design RF and mmWave modules. We validate the framework through the agentic design of a 240-251 GHz sub-THz transmitter in a 90 nm SiGe BiCMOS process. The agent semi-autonomously designed the sub-blocks including a 60 GHz push-push Colpitts VCO with second-harmonic extraction, multistage differential cascode power drivers, a push-push frequency doubler, a differential bowtie antenna, and all the interstage matching

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TACS-RF: Tool-driven Agentic Circuit Synthesis of RF and mmWave Modules
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