| Evaluation of laser induced breakdown spectroscopy for multielemental determination in soils under sewage sludge application [ANN] |
Ana Rita A. Nogueira, Ladislau Martin-Neto, Larissa Macedo dos Santos, Ednaldo J. Ferreira, Debora M.B.P. Milori, Edilene C. Ferreira |
Soil |
Ocean Optics LIBS2500+/Ocean Optics LIBS2500+/ |
Artificial Neural Network (ANN) |
Link |
| A comparative study of laser induced breakdown spectroscopy analysis for element concentrations in aluminum alloy using artiļ¬cial neural networks and calibration methods |
Prasanthi Inakollu, Thomas Philip, Fang Y. Yueh, Jagdish P. Singh |
Aluminium Alloy |
Princeton Instruments ICCD Max/Jobin Yvon HR460/ |
Artificial Neural Network (ANN) |
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 [ANN] |
S.M. Clegg, Ryan B. Anderson, Richard V. Morris, Roger C. Wiens, James F. Bell III, Seth D. Humphries, Stanley A. Mertzman, Trevor G. Graff, Rhonda McInroy |
Geological |
Ocean Optics HR2000/Ocean Optics HR2000/ |
Standoff LIBS, Artificial Neural Network (ANN) |
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 |
| Machine Learning Allows Calibration Models to Predict Trace Element Concentration in Soils with Generalized LIBS Spectra |
J. Yu, Nicole Delepine-Gilon, Zengqi Yue, Yuqing Zhang, Hua Li, Tianlong Zhang, Yishuai Niu, Liang Gao, Ye Tian, Chen Sun |
Soil |
ICCD/Mechelle 5000/ |
Artificial Neural Network (ANN) |
Link |
| Machine Learning Allows Calibration Models to Predict Trace Element Concentration in Soils with Generalized LIBS Spectra |
Jin Yu, Nicole Delepine-Gilon, Zengqi Yue, Yuqing Zhang, Hua Li, Tianlong Zhang, Yishuai Niu, Liang Gao, Ye Tian, Chen Sun |
Soil |
ICCD/Mechelle 5000/SciKit-Learn |
Artificial Neural Network (ANN) |
Link |