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LayoutCopilot: An LLM-Powered Multiagent Collaborative Framework for Interactive Analog Layout Design

delete2025-01-01
delete0
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OA
AI
B
Bingyang Liu
H
Haoyi Zhang
X
Xiaohan Gao
Z
Zichen Kong
X
Xiyuan Tang
Y
Yibo Lin
R
Runsheng Wang
R
Ru Huang
DOI：10.1109/TCAD.2025.3529805delete
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摘要

摘要

En 中文
模拟版图设计涉及大量人与设计工具之间的交互过程。用于此任务的电子设计自动化（EDA）工具通常设计为使用脚本命令或可视化按钮进行操作，尤其是在交互式自动化功能方面，具有陡峭的学习曲线和繁琐的用户体验，从而成为设计师采用的主要障碍。为解决此类可用性问题，本文介绍了LayoutCopilot，这是一种由大型语言模型（LLMs）驱动的开创性多智能体协作框架，用于交互式模拟版图设计。LayoutCopilot通过将自然语言指令转换为可执行脚本命令简化了人机交互，并将高层次设计意图解释为可操作的建议，显著简化了设计流程。实验结果表明，LayoutCopilot在处理实际模拟设计中展现出灵活性、效率和高可及性。
Keyword:
Analog layout design
interactive layout editing
large language model (LLM)
multiagent

期刊

I
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IF:
2.9
论文数:
626
被引数:
9.6K

机构

P
peking university
学者数:
11.9W
论文数: 8.7W
被引数: 146
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