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 · 133 citations · Full text

Natural Sciences, Computer Science, Environmental Sciences +16

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 · 118 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

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, Tao Liu, Zezhong Xie et al. · Analytical Chemistry · 2021 · 76 citations

Natural Sciences, Chemistry, Analytical Chemistry +16

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 · 54 citations

Computing, Computer Science, Visualization +14

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 · 52 citations

Computing, Computer Science, Visualization +17