ANN-LIBS analysis of mixture plasmas: detection of xenon

Author:

Saeidfirozeh Homa1ORCID,Myakalwar Ashwin Kumar2ORCID,Kubelík Petr13,Ghaderi Amirhossein4ORCID,Laitl Vojtěch15ORCID,Petera Lukáš1,Rimmer Paul B.6,Shorttle Oliver78,Heays Alan N.1,Křivková Anna19,Krůs Miroslav10,Civiš Svatopluk1,Yáñez Jorge2ORCID,Képeš Erik1112ORCID,Pořízka Pavel1112,Ferus Martin1ORCID

Affiliation:

1. J. Heyrovský Institute of Physical Chemistry, Czech Academy of Sciences, Dolejškova 3, CZ 182 23 Prague 8, Czech Republic

2. Laboratorio de Trazas Elementales y Especiación, Departamento de Química Analítica e Inorgánica, Facultad de Ciencias Químicas, Universidad de Concepción, Concepción, Chile

3. Department of Radiation and Chemical Physics, Institute of Physics, Academy of Sciences of the Czech Republic, Na Slovance 1999/2, CZ182 21 Prague 8, Czech Republic

4. Centre for Vision Research, York University, 4700 Keele St, Toronto, ON M3J 1P3, Canada

5. University of Chemistry and Technology Prague, Faculty of Chemical Engineering, Technická 5, CZ166 28 Prague 6 Dejvice, Czech Republic

6. Cavendish Astrophysics, University of Cambridge, JJ Thomson Ave, Cambridge, CB3 OHE, UK

7. Institute of Astronomy, University of Cambridge, CB3 0HA, UK

8. Department of Earth Sciences, University of Cambridge, CB2 3EQ, UK

9. Czech Technical University in Prague, Faculty of Nuclear Sciences and Physical Engineering, Brehová 78/7, 115 19 Prague 1, Czech Republic

10. Institute of Plasma Physics, Czech Academy of Sciences, Za Slovankou 1782/3, 182 00 Prague 8, Czech Republic

11. Central European Institute of Technology, Brno University of Technology, Purkyňova 656/123, CZ-61200, Brno, Czech Republic

12. Brno University of Technology, Faculty of Mechanical Engineering, Institute of Physical Engineering, Technická 2, CZ-61669, Brno, Czech Republic

Abstract

We developed an artificial neural network method for characterising crucial physical plasma parameters (i.e., temperature, electron density) in a fast and precise manner that mitigates common issues arising in evaluation of LIBS spectra.

Funder

Vysoké Učení Technické v Brně

Grantová Agentura České Republiky

Centrum pokročilých aplikovaných přírodních věd

Agencia Nacional de Investigación y Desarrollo

Publisher

Royal Society of Chemistry (RSC)

Subject

Spectroscopy,Analytical Chemistry

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