English(EN) AnalogScout: Simulation-Efficient PVT-Aware Analog Sizing with LLM Agents

LLM代理使用AnalogScout加速模拟芯片设计

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-28 04:00

研究人员开发了AnalogScout，一个旨在提高芯片设计中模拟器件尺寸优化效率的新框架。该框架利用大型语言模型（LLM）代理来指导尺寸优化过程，旨在降低跨不同工艺、电压和温度（PVT）角进行广泛仿真的计算成本。通过结合设计复用、解析尺寸优化和全角验证，AnalogScout显著减少了所需的仿真次数，与CMA-ES和贝叶斯优化等现有优化方法相比，能耗更低。 AI

影响这种由LLM驱动的方法可以显著减少模拟电路设计所需的时间和计算资源，从而可能加速硬件开发周期。

排序理由该集群包含一篇详细介绍模拟器件尺寸优化新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Yichen Long, Keren Zhu · 2026-10-28 04:00

AnalogScout：利用LLM代理实现模拟高效的PVT感知模拟尺寸调整

arXiv:2610.37319v1 Announce Type: cross Abstract: Analog device sizing must satisfy all specifications across process, voltage, and temperature (PVT) corners to ensure tape-out success, but simulating every candidate at all corners dominates the sizing time and slows design itera…

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AnalogScout：利用LLM代理实现模拟高效的PVT感知模拟尺寸调整

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