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Open nowPosted 43 days ago

大模型辅助的集成电路自动化设计科研实习生

sii-czxy/campus170 open roles

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This job: posted 43 days ago

The posting

1. 电路仿真与基础实验开展:参与指定射频放大器等集成电路架构的仿真分析,完成电路性能测试、实验环境搭建和基础数据采集。 2. 大模型辅助电路优化研究:探索利用大语言模型、多模态模型等人工智能方法辅助集成电路设计,参与电路性能优化、参数搜索和设计方案改进。 3. 智能化芯片设计流程探索:结合 AI 方法开展电路拓扑选择、参数优化以及版图设计辅助研究,分析模型驱动的自动化设计方法对芯片设计效率的提升效果。 4. 实验数据分析与方案验证:参与数据收集、实验设计和结果分析,对不同设计方案进行性能评估,整理实验记录和技术文档。 5. 科研交流与成果总结:参加课题组组会,汇报阶段性研究进展,参与研究方案讨论,并协助完成技术报告和科研成果整理。

1. 招募对象:本科生二年级及以上、硕士研究生。 2. 专业背景要求:电子信息、集成电路、微电子、计算机、人工智能等相关专业优先。 3. 知识基础要求:具备一定电路基础知识,了解模拟/射频电路设计相关概念;具备机器学习、深度学习基本知识者优先。 4. 编程与实验能力:具备 Python 编程基础,能够完成数据处理、实验分析和基础模型开发;了解深度学习框架者优先。 5. 科研能力要求:能够阅读英文技术资料或相关论文,具备实验设计、问题分析和结果总结能力。 6. 项目经历要求:有电路设计、EDA 工具使用、芯片流片、集成电路设计项目或相关科研经历者优先。 7. 对以下方向具有研究兴趣:AI 辅助芯片设计;大模型驱动 EDA;集成电路自动化设计;射频芯片优化;智能电路搜索与设计空间探索。 8. 综合能力要求:具备较强的学习能力和探索精神,能够稳定投入科研时间,积极参与实验验证和研究推进。 9. 实习安排:线上线下结合;周期3–6个月;每周投入10-20小时。

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