E-Books →Chemometrics and Numerical Methods in LIBS

The book includes three sections: LIBS information simplification, LIBS classification, and quantitative analysis by LIBS. Each section of the book is divided into a description of relevant techniques and practical examples of its applications. Contributors to this edited volume are the most recognized international experts on the chemometric techniques relevant to LIBS analysis.
Chemometrics and Numerical Methods in LIBS also includes:
A thorough introduction to the simplification of LIBS information, including principal component analysis, independent component analysis, and parallel factor analysisComprehensive explorations of classification by LIBS, including spectral angle mapping, linear discriminant analysis, graph clustering, self-organizing maps, and artifical neural networksPractical discussions of linear methods for quantitative analysis by LIBS, including calibration curves, partial least squares regression, and limit of detectionIn-depth examinations of multivariate analysis and non-linear methods, including calibration-free LIBS, the non-linear Kalman filter, artificial and convolutional neural networks for quantification
Relevant for researchers and PhD students seeking practical information on the application of advanced statistical methods to the analysis of LIBS spectra, Chemometrics and Numerical Methods in LIBS will also earn a place in the libraries of students taking courses involving LIBS spectro-analytical techniques