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Author Name: HUANG, Jinqing

1 to 3 of 3 Results

Machine Learning-Assisted Raman Analysis Mar 18, 2023 - Raw data and code on the SERS characterization of proteins HUANG, Jinqing; CHIU, King Wai; ZHU, Hongni; CAO, Yi, 2023, "Machine Learning-Assisted Raman Analysis", https://doi.org/10.14711/dataset/BP30DS, DataSpace@HKUST, V2 Here we demonstrated the implementation of the multi-target regression machine for Raman spectra analysis by Support vector Machine (SVR). The script was written in Python3 language and could be ran on Jupyter Notebook. The following showed the step-by-step guiding after data pre...
Fabrication of silver nanoparticle coated silica beads Feb 2, 2021 - Raw data and code on the SERS characterization of proteins HUANG, Jinqing; Dai, Xin; Fu, Wenhao; Chi, Huanyu; Mesias, Vince St. Dollente; Zhu, Hongni; Cheuk, Wai Leung; Liu, Wei, 2021, "Fabrication of silver nanoparticle coated silica beads", https://doi.org/10.14711/dataset/0ZH1Y0, DataSpace@HKUST, V1 This is a protocol to fabricate silver nanoparticle coated silica beads for optical trapping and surface enhanced Raman spectroscopy (SERS) measurement.
Raw data and code on the SERS characterization of proteins Feb 2, 2021 - Raw data and code on the SERS characterization of proteins HUANG, Jinqing, 2020, "Raw data and code on the SERS characterization of proteins", https://doi.org/10.14711/dataset/DXO9VR, DataSpace@HKUST, V4 SERS spectra of alpha-synuclein, hemoglobin, lysozyme, and bovine serum albumin (BSA). The custom MATLAB code to simulate the Brownian motion of trapped particles. A detailed description of the spectral deconvolution using Origin. A detailed description of the three-dimensional f...

Machine Learning-Assisted Raman Analysis

Mar 18, 2023 - Raw data and code on the SERS characterization of proteins

HUANG, Jinqing; CHIU, King Wai; ZHU, Hongni; CAO, Yi, 2023, "Machine Learning-Assisted Raman Analysis", https://doi.org/10.14711/dataset/BP30DS, DataSpace@HKUST, V2

Here we demonstrated the implementation of the multi-target regression machine for Raman spectra analysis by Support vector Machine (SVR). The script was written in Python3 language and could be ran on Jupyter Notebook. The following showed the step-by-step guiding after data pre...

Fabrication of silver nanoparticle coated silica beads

Feb 2, 2021 - Raw data and code on the SERS characterization of proteins

HUANG, Jinqing; Dai, Xin; Fu, Wenhao; Chi, Huanyu; Mesias, Vince St. Dollente; Zhu, Hongni; Cheuk, Wai Leung; Liu, Wei, 2021, "Fabrication of silver nanoparticle coated silica beads", https://doi.org/10.14711/dataset/0ZH1Y0, DataSpace@HKUST, V1

This is a protocol to fabricate silver nanoparticle coated silica beads for optical trapping and surface enhanced Raman spectroscopy (SERS) measurement.

Raw data and code on the SERS characterization of proteins

Feb 2, 2021 - Raw data and code on the SERS characterization of proteins

HUANG, Jinqing, 2020, "Raw data and code on the SERS characterization of proteins", https://doi.org/10.14711/dataset/DXO9VR, DataSpace@HKUST, V4

SERS spectra of alpha-synuclein, hemoglobin, lysozyme, and bovine serum albumin (BSA). The custom MATLAB code to simulate the Brownian motion of trapped particles. A detailed description of the spectral deconvolution using Origin. A detailed description of the three-dimensional f...

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