Chemometric analysis in Raman spectroscopy from experimental design to machine learning–based modeling
S Guo, J Popp, T Bocklitz - Nature protocols, 2021 - nature.com
Raman spectroscopy is increasingly being used in biology, forensics, diagnostics,
pharmaceutics and food science applications. This growth is triggered not only by …
pharmaceutics and food science applications. This growth is triggered not only by …
Raman microspectroscopy for microbiology
Raman microspectroscopy offers microbiologists a rapid and non-destructive technique to
assess the chemical composition of individual live microorganisms in near real time. In this …
assess the chemical composition of individual live microorganisms in near real time. In this …
A review of artificial neural network based chemometrics applied in laser-induced breakdown spectroscopy analysis
LN Li, XF Liu, F Yang, WM Xu, JY Wang… - Spectrochimica Acta Part B …, 2021 - Elsevier
In the past decades various categories of chemometrics for laser-induced breakdown
spectroscopy (LIBS) analysis have been developed, among which an important category is …
spectroscopy (LIBS) analysis have been developed, among which an important category is …
On the utilization of principal component analysis in laser-induced breakdown spectroscopy data analysis, a review
An implementation of a fast, robust, and effective algorithm is inevitable in modern
multivariate data analysis (MVDA). The principal component analysis (PCA) algorithm is …
multivariate data analysis (MVDA). The principal component analysis (PCA) algorithm is …
A review of artificial intelligence methods combined with Raman spectroscopy to identify the composition of substances
In general, most of the substances in nature exist in mixtures, and the noninvasive
identification of mixture composition with high speed and accuracy remains a difficult task …
identification of mixture composition with high speed and accuracy remains a difficult task …
Heavy metal Hg stress detection in tobacco plant using hyperspectral sensing and data-driven machine learning methods
K Yu, S Fang, Y Zhao - Spectrochimica Acta Part A: Molecular and …, 2021 - Elsevier
Accurate detection of heavy metal stress on the growth status of plants is of great concern for
agricultural production and management, food security, and ecological environment. A …
agricultural production and management, food security, and ecological environment. A …
A review of the use of laser-induced breakdown spectroscopy for bacterial classification, quantification, and identification
SJ Rehse - Spectrochimica Acta Part B: Atomic Spectroscopy, 2019 - Elsevier
The use of laser-induced breakdown spectroscopy to determine the elemental composition
of bacterial cells has been described in the peer-reviewed literature since 2003. Fifteen …
of bacterial cells has been described in the peer-reviewed literature since 2003. Fifteen …
Identification of meat species by combined laser-induced breakdown and Raman spectroscopies
H Sun, C Song, X Lin, X Gao - Spectrochimica Acta Part B: Atomic …, 2022 - Elsevier
We study the effect of complementary spectral information based on combined LIBS (laser-
induced breakdown spectroscopy) and Raman spectroscopy, including 3 options of LIBS …
induced breakdown spectroscopy) and Raman spectroscopy, including 3 options of LIBS …
[HTML][HTML] Data fusion of laser-induced breakdown and Raman spectroscopies: Enhancing clay mineral identification
A straight-forward, data-driven approach for the reliable identification of clay minerals based
on spectroscopy and multivariate analyses is presented here. No other group of inorganic …
on spectroscopy and multivariate analyses is presented here. No other group of inorganic …
Applications of laser-induced breakdown spectroscopy in industrial measurement and monitoring: Multi-technology combination
M Cui, S Xiong, N Yang, Y Wang, Z Wang… - Applied Spectroscopy …, 2024 - Taylor & Francis
As a crucial detection technology in the era of digital transformation, laser induced
breakdown spectroscopy (LIBS) has been widely used in industrial measurement and …
breakdown spectroscopy (LIBS) has been widely used in industrial measurement and …