Gradient Nanostructures and Machine Learning Synergy for Robust Quantitative Surface‐Enhanced Raman Scattering

Gradient Nanostructures and Machine Learning Synergy for Robust Quantitative Surface‐Enhanced Raman Scattering

Abstract Surface‐Enhanced Raman Scattering (SERS) holds significant promise for trace‐level molecular detection but faces challenges in achieving reliable quantitative analysis due to signal variability caused by non‐uniform “hot spots” and external factors. To address these limitations, a novel SER...

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Bibliographic Details
Main Authors: Xiaoyu Zhao, Yuxia Wang, Yuting Liu, Xinyi Chen, Mingyu Cheng, Yaxin Wang, Jiahong Wen, Renxian Gao, Kun Zhang, Fengyi Zhang, Rufei Cui, Yongjun Zhang, Zengyao Wang, Bin Ai
Format: Article
Language:English
Published: Wiley 2025-07-01
Series:Advanced Science
Subjects:
Gradient Nanostructures
machine learning
shadow sphere lithography
Surface‐Enhanced Raman Scattering
Online Access:https://doi.org/10.1002/advs.202501793
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https://doi.org/10.1002/advs.202501793

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