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Updated: Jan 9, 2026

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LUMIR:一个LLM驱动的统一代理框架,用于多任务红外光谱学推理

Zujie Xie1, Zixuan Chen1, Jiheng Liang1

  • 1School of Physics, State Key Laboratory of Optoelectronic Materials and Technologies, Sun Yat-Sen University, Guangzhou, 510275, China.

Analytica chimica acta
|December 2, 2025
PubMed
概括

本研究介绍了LUMIR,一个使用大型语言模型 (LLM) 进行自动化红外光谱分析的代理框架. 通过使用最小的标记数据,LUMIR在各种任务中实现了准确,稳健和数据效率高的光谱解释.

关键词:
自动化化学测量自动化化学测量在上下文学习学习.红外光谱法 红外光谱法 红外光谱法大型语言模型.频谱分析是一种分析.

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