SpeLL: An Agent for Natural Language-Driven Intelligent Spectral Modeling

Spectrum large language model (SpeLL) was developed to tackle core challenges in near-infrared (NIR) spectral data modelingthe high level of expertise and substantial workload required by researchers for method selection, implementation, and optimization, particularly in light of the growing number...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Jiashun Fu (20888176) (author)
مؤلفون آخرون:	Xuyang Liu (310954) (author), Wensheng Cai (1271310) (author), Haohao Fu (1351521) (author), Xueguang Shao (1271313) (author)
منشور في:	2025
الموضوعات:	Medicine Genetics Sociology Cancer Inorganic Chemistry Plant Biology Biological Sciences not elsewhere classified Information Systems not elsewhere classified substantial workload required specific application scenarios specific analytical scripts optimize modeling tasks large language models tackle core challenges enhanced code generation spectral data analysis spectral analysis techniques natural language interaction spell achieves intelligent dual rag pathways natural language core strength augmented generation transformative capabilities spell lies spell harnesses method selection high level growing number generate robust debug mechanism automated operations
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SpeLL: An Agent for Natural Language-Driven Intelligent Spectral Modeling

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