| Multi-element and mineralogical analysis of mineral ores using laser induced breakdown spectroscopy and chemometric analysis |
D.L. Death, A.P. Cunningham, L.J. Pollard |
Geological |
SPEX 1877C/Princeton Instruments OMA/MATLAB |
Chemometrics/Machine Learning |
Link |
| Multivariate calibration of spectra obtained by Laser Induced Breakdown Spectroscopy of plutonium oxide surrogate residues |
Markandey M. Tripathi, Kemal E. Eseller, Fang Y. Yueh, Jagdish P. Singh |
Glass |
Mechelle 5000/Mechelle 5000/Solis |
Lanthanides, Chemometrics/Machine Learning |
Link |
| Classical univariate calibration and partial least squares for quantitative analysis of brass samples by laser-induced breakdown spectroscopy |
Jose Manuel Andrade, Gabriele Cristoforetti, S. Legnaioli, Giulia Lorenzetti, V. Palleschi, Abdallah A. Shaltout |
Brass |
Ocean Optics LIBS2500+/Ocean Optics LIBS2500+/ |
Chemometrics/Machine Learning |
Link |
| Optimization of laser-induced breakdown spectroscopy for rapid geochemical analysis |
J.M. Tucker, M.D. Dyar, M.W. Schaefer, S.M. Clegg, Roger C. Wiens |
Geological |
Ocean Optics LIBS2500+/Ocean Optics LIBS2500+/ |
Standoff LIBS, Chemometrics/Machine Learning, Mars Conditions |
Link |
| Laser Ablation Molecular Isotopic Spectrometry |
Richard E. Russo, Alexander A. Bol'shakov, Xianglei Mao, Christopher P. McKay, Dale L. Perry, Osman Sorkhabi |
Isotopes |
ICCD/Czerny-Turner (Unspecified)/ |
Isotopes, Chemometrics/Machine Learning |
Link |
| Analysis of preservative-treated wood by multivariate analysis of laser-induced breakdown spectroscopy spectra |
Madhavi Z. Martin, Nicole Labbe, Timothy G. Rials, Stan D. Wullschleger |
Timber |
Andor ICCD/Catalina SE 200/ |
Chemometrics/Machine Learning |
Link |
| The influence of multivariate analysis methods and target grain size on the accuracy of remote quantitative chemical analysis of rocks using laser induced breakdown spectroscopy [PLS] |
Rhonda McInroy, Trevor G. Graff, Stanley A. Mertzman, Seth D. Humphries, James F. Bell III, Roger C. Wiens, Richard V. Morris, Ryan B. Anderson, S.M. Clegg |
Geological |
Ocean Optics HR2000/Ocean Optics HR2000/ |
Chemometrics/Machine Learning, Standoff LIBS |
Link |
| A novel method to extract important features from laser induced breakdown spectroscopy data: application to determine heavy metals in mulberries |
Di Wu, Yong He, Jingyu Wang, Liang Yang, Liuwei Meng, Lingxia Huang |
Organic |
Andor iStar ICCD/Mechelle 5000/Solis |
Multivariate Calibration, Chemometrics/Machine Learning |
Link |
| Rapid Nuclear Forensics Analysis via Machine-Learning-Enabled Laser-Induced Breakdown Spectroscopy (LIBS) |
Kalambuka Hudson Angeyo, Alix Dehayem-Kamadjeu, Bobby Bhatt |
Actinides |
Ocean Optics HR2000/Ocean Optics HR2000/MATLAB |
Chemometrics/Machine Learning, Actinides, Artificial Neural Network (ANN) |
Link |
| Exploring laser-induced breakdown spectroscopy for nuclear materials analysis and in-situ applications |
Nicolas Andre, Rodger C. Martin, Deanne J. Brice, Steve Allman, Madhavi Z. Martin |
Liquids |
Andor ICCD/Czerny-Turner (Unspecified)/Solis |
Chemometrics/Machine Learning |
Link |
| Analysis of gold in rock samples using laser-induced breakdown spectroscopy: Matrix and heterogeneity effects |
Blandine Nguegang Kamwa, Maryline Castello, Konstantinos Fytas, Paul Bouchard, Alain Blouin, M. Sabsabi, Francois Vidal, Marc Constantin, Marcel Laflamme, Kheireddine Rifai |
Geological |
Andor ICCD/Czerny-Turner (Unspecified)/ |
Chemometrics/Machine Learning |
Link |
| Determination of Rare Earth Elements in Geological Samples Using Laser-Induced Breakdown Spectroscopy (LIBS) |
Jagdish P. Singh, Dustin L McIntyre, Christian L Goueguel, Jinesh C Jain, Chet R Bhatt |
Geological |
Princeton Instruments ICCD Max/ARYELLE/ |
Lanthanides, Chemometrics/Machine Learning, Argon Atmosphere |
Link |
| Major elements analysis in bituminous coals under different ambient gases by laser-induced breakdown spectroscopy with PLS modeling |
Weidou Ni, Zheng Li, Xiong-Wei Li, Zongyu Hou, Siu-lung Lui, Tingbi Yuan, Zhe Wang |
Coal |
Spectrolaser 4000/Spectrolaser 4000/Spectrolaser |
Chemometrics/Machine Learning, Argon Atmosphere, He Atmosphere |
Link |
| Quantification of rubidium as a trace element in beef using laser induced breakdown spectroscopy |
Carl Sullivan, P.J. Cullen, X. Cama-Moncunill, R. Cama-Moncunill, Maria Markiewicz-Keszycka, Y. Dixit |
Food |
LIBSCAN/LIBSCAN/R |
Chemometrics/Machine Learning |
Link |
| Pre-flight calibration and initial data processing for the ChemCam laser-induced breakdown spectroscopy instrument on the Mars Science Laboratory rover |
D. Vaniman, R.L. Tokar, R. Perez, A. Ollila, H. Newsom, P-Y Meslin, N. Melikechi, J. Mazoyer, N. Lanza, O. Gasnault, Cecile Fabre, M.D. Dyar, D. Delapp, L. Deflores, A. Cousin, B.L. Barraclough, D. Blaney, S. Bender, S.M. Clegg, Ryan B. Anderson, O. Forni, J. Lasue, Sylvestre Maurice, Roger C. Wiens |
Geological |
ICCD/Czerny-Turner (Unspecified)/ |
Standoff LIBS, Mars Conditions, Chemometrics/Machine Learning |
Link |
| In situ analysis of steel melt by double-pulse laser-induced breakdown spectroscopy with a Cassegrain telescope |
Lifeng Qi, Yang Li, Yong Xin, Zhibo Cong, Haibin Yu, Lanziang Sun |
Steel |
Ocean Optics HR2000/Ocean Optics HR2000/ |
Argon Atmosphere, Double Pulse LIBS (DP-LIBS), Chemometrics/Machine Learning, Standoff LIBS |
Link |
| Quantification of Rare Earth Elements using Laser-Induced Breakdown Spectroscopy |
Nicolas Andre, Ann Wymore, Deanne J. Brice, Steve Allman, Rodger C. Martin, Madhavi Z. Martin |
Lathanides |
Andor ICCD/Catalina SE 200/Unscrambler |
Argon Atmosphere, Chemometrics/Machine Learning, Lanthanides |
Link |