activity
20242026
most citedLabel-free detection of exosomes from different cellular sources based on surface-enhanced Raman spectroscopy combined with machine learning models

3 citations · 4 across the 8 of their papers we have counts for

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Showing 2026Show all

5 papers · 1 filter

physics.optics2026

Automatic control of gold nanoparticle clustering in plasmonic nanopores based on Raman spectroscopic feedback

Iuliia Sheinman, Yingqi Zhao, Zhendai Huang +5

Plasmonic nanopores have been used to trap single nanoparticles using electric bias for single-molecule surface enhanced Raman spectroscopic (SM-SERS) detection and sequencing. Whi…

physics.optics2026

Physics-Aligned Deep Learning Enables SERS Resolving and Sequencing of Dynamic Single-Molecule DNA Oligomers in Plasmonic Nanocavity

Kuo Zhan, Peilin Xin, Yingqi Zhao +7

Single-molecule surface-enhanced Raman spectroscopy (SM-SERS) captures dynamic molecular behavior with ultrahigh sensitivity, but its biopolymer analysis is hindered by strong spec…

cond-mat.mes-hall2026

AI-Driven SERS for Non-invasive and Label-Free Extracellular Vesicle Detection Across Cellular Origins in Tears and Sweat

Yang Li, Xiaoming Lyu, Ling Xia +5

Wearable sensing technology capable of point-of-care, continuous and non-invasive analysis of exosomes in biofluid such as tears and sweat is an essential part for future personali…

physics.bio-ph2026

Label-free SERS Discrimination of Native Proline Hydroxylation at Single-molecule peptide by Deep Learning-assisted plasmonic nanopore

Yingqi Zhao, Kuo Zhan, Pei-Lin Xin +6

Post-translational modifications (PTMs) play essential roles in regulating protein structure, function, and cellular signalling. However, peptide level discrimination of hydroxylat…

cond-mat.mes-hall2026

Resolving Single-Peptide Phosphorylation Dynamics in Plasmonic Nanopores using Physics-Informed Bi-Path Model

Mulusew W. Yaltaye, Yingqi Zhao, Kuo Zhan +2

Protein phosphorylation provides a dynamic readout of cellular signaling yet remains difficult to detect at low abundance and stoichiometry. Single-molecule surface-enhanced Raman…