Si-Heng Luo

Automatic Identification of Individual Nanoplastics by Raman Spectroscopy Based on Machine Learning

Lifang Xie, Si-Heng Luo, Yangyang Liu et al. · Environmental Science & Technology · 2023 · 106 citations · Full text

Engineering, Machine Learning, Metal Nanoparticles +18

Resolving nanostructure and chemistry of solid-electrolyte interphase on lithium anodes by depth-sensitive plasmon-enhanced Raman spectroscopy

Yu Gu, En‐Ming You, Jiande Lin et al. · Nature Communications · 2023 · 105 citations · Full text

Improving SERS Sensitivity toward Trace Sulfonamides: The Key Role of Trade-Off Interfacial Interactions among the Target Molecules, Anions, and Cations on the SERS Active Surface

Zhiming Zhou, Hongxing Zheng, Tao Liu et al. · Analytical Chemistry · 2021 · 70 citations

Engineering, Surface-enhanced Raman Scattering, Sers Sensitivity +23

Visualization of a Machine Learning Framework toward Highly Sensitive Qualitative Analysis by SERS

Si-Heng Luo, Weili Wang, Zhifan Zhou et al. · Analytical Chemistry · 2022 · 47 citations

Engineering, Machine Learning, Machine Learning Tool +26

1D Gradient-Weighted Class Activation Mapping, Visualizing Decision Process of Convolutional Neural Network-Based Models in Spectroscopy Analysis

Guo-yang Shi, Hao-ping Wu, Si-Heng Luo et al. · Analytical Chemistry · 2023 · 44 citations

Geometric Learning, Convolutional Neural Network, Engineering +21