Laser-Induced Breakdown Spectroscopy: Fundamentals, Applications, and Challenges
By F. Anabitarte, Adolfo Cobo, José Miguel López-Higuera. 2012
210 citations recorded by the source corpus.
Laser-induced breakdown spectroscopy (LIBS) is a technique that provides an accurate in situ quantitative chemical analysis and, thanks to the developments in new spectral processing algorithms in the last decade, has achieved a promising performance as a quantitative chemical analyzer at the atomic level. These possibilities along with the fact that little or no sample preparation is necessary have expanded the application fields of LIBS. In this paper, we review the state of the art of this technique, its fundamentals, algorithms for quantitative analysis or sample classification, future challenges, and new application fields where LIBS can solve real problems.
Subfields: Analytical Chemistry, Archeology, Mechanics of Materials
View Paper: https://www.semanticscholar.org/paper/4cdbd7fedb1b636bd5a757b73c030afdcf88d83b
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In Analytical Chemistry
In Archeology
In Mechanics of Materials
Citations in the corpus
- Laser-Induced Breakdown Spectroscopy (LIBS) applied to terrestrial and extraterrestrial analogue geomaterials with emphasis to minerals and rocks (2014, methodology): “The ANN, together with the support vector machine (SVM) and K-nearest neighbor (Knn) algorithms belong to the samegroup, and results are usually excellent but require a large training dataset to obtain an accurate classifier and time to train SVM and ANN or classify but not train Knn (Anabitarte et ”