On the data library transfer in Laser-Induced Breakdown Spectroscopy applications

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26620%2F18%3APU130615" target="_blank" >RIV/00216305:26620/18:PU130615 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
On the data library transfer in Laser-Induced Breakdown Spectroscopy applications
Original language description
Laser-Induced Breakdown Spectroscopy (LIBS) serves as an exceptional platform for a fast sample analysis. Detected laser-induced plasma (LIP) spectrum is composed of unique information (i.e. chemical fingerprint) characterizing the sample from which it originates. Multivariate Data Analysis (MVDA) algorithms are becoming an inevitable part of the spectroscopic analysis. A successful MVDA implementation is based on the well-balanced data pre-processing (outlier filtering, signal standardization, variable down-selection, etc.). This is consecutively followed by the model creation and further classification and a quantitative analysis. Nevertheless, data and related statistical models are not transferable among LIBS instruments. This is the main drawback of LIBS; in other words, it is not possible to create a model using a data from one system and classify/quantify unknown data obtained using another system. In this project, we focus on the development of a protocol that will enable data library transfe
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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