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 low-cost LIBS detection system combined with chemometrics for rapid identification of plastic waste
R Junjuri, MK Gundawar - Waste Management, 2020 - Elsevier
We present, rapid and efficient identification of ten different types of post-consumer plastics
obtained from a local recycling unit by deploying a low cost, compact CCD spectrometer in …
obtained from a local recycling unit by deploying a low cost, compact CCD spectrometer in …
[HTML][HTML] A stand-off laser-induced breakdown spectroscopy (LIBS) system applicable for Martian rocks studies
Laser-induced breakdown spectroscopy (LIBS) is a valuable tool for evaluating the
geochemical characteristics of Martian rocks and was applied in the Tianwen-1 Mars …
geochemical characteristics of Martian rocks and was applied in the Tianwen-1 Mars …
[HTML][HTML] Less is more: Avoiding the LIBS dimensionality curse through judicious feature selection for explosive detection
Despite its intrinsic advantages, translation of laser induced breakdown spectroscopy for
material identification has been often impeded by the lack of robustness of developed …
material identification has been often impeded by the lack of robustness of developed …
Femtosecond laser-induced breakdown spectroscopy studies for the identification of plastics
R Junjuri, MK Gundawar - Journal of Analytical Atomic Spectrometry, 2019 - pubs.rsc.org
We report the identification of five extensively used post-consumer plastics using the
femtosecond laser-induced breakdown spectroscopy (fs-LIBS) technique. All the samples …
femtosecond laser-induced breakdown spectroscopy (fs-LIBS) technique. All the samples …
Correlation of molecular, atomic emissions with detonation parameters in femtosecond and nanosecond LIBS plasma of high energy materials
In the present work, six novel high energy materials (HEMs) were investigated by
femtosecond and nanosecond LIBS techniques with an intention to comprehend the …
femtosecond and nanosecond LIBS techniques with an intention to comprehend the …
Single-shot compact spectrometer based standoff LIBS configuration for explosive detection using artificial neural networks
R Junjuri, AP Gummadi, MK Gundawar - Optik, 2020 - Elsevier
We report the development and optimization of a compact standoff laser-induced breakdown
spectroscopy (ST-LIBS) system for the investigation of explosives combined with multivariate …
spectroscopy (ST-LIBS) system for the investigation of explosives combined with multivariate …
Determination of copper-based mineral species by laser induced breakdown spectroscopy and chemometric methods
J Álvarez, M Velásquez, AK Myakalwar… - Journal of Analytical …, 2019 - pubs.rsc.org
The direct identification of mineral species in raw rocks was performed using laser induced
breakdown spectroscopy (LIBS). A total of 162 sulfide rocks with mineralogical relevance in …
breakdown spectroscopy (LIBS). A total of 162 sulfide rocks with mineralogical relevance in …
A novel baseline correction method using convex optimization framework in laser-induced breakdown spectroscopy quantitative analysis
C Yi, Y Lv, H Xiao, K Ke, X Yu - Spectrochimica Acta Part B: Atomic …, 2017 - Elsevier
For laser-induced breakdown spectroscopy (LIBS) quantitative analysis technique, baseline
correction is an essential part for the LIBS data preprocessing. As the widely existing cases …
correction is an essential part for the LIBS data preprocessing. As the widely existing cases …
[HTML][HTML] 4S Peak Filling–baseline estimation by iterative mean suppression
KH Liland - MethodsX, 2015 - Elsevier
A novel baseline estimation procedure building on previously published works is
presented.• The core of the estimation is an iterative spectrum suppression consisting of a …
presented.• The core of the estimation is an iterative spectrum suppression consisting of a …