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Calibration Transfer of Deep Learning Models among Multiple Raman Spectrometers via Low-Rank Adaptation

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While deep learning-enhanced Raman spectroscopy enables rapid sample analysis, model portability among spectrometers remains hindered by systematic interdevice variations. In this study, a Low-Rank Adaptation-based Calibration Transfer method (LoRA-CT) is prop... ...