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Zhao-Xin Geng

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Review Aug 2026

Machine Learning–Enhanced Localized Surface Plasmon Resonance Sensing: From Spectra to Intelligent Devices

This review evaluates how machine learning can improve information extraction when the model is matched to the LSPR measurement physics, data structure, and validation regime and connects physics‐first features, dimensionality reduction, supervised learning, convolutional neural networks, attention models, and physics‐...

Qingfubo Geng, Rui-Hua Zhang, Hang-Yu Li et al. · 0 citations

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