ANN-LIBS analysis of mixture plasmas: detection of xenon
Homa Saeidfirozeh, Ashwin Kumar Myakalwar, Petr Kubelík, Amirhossein Ghaderi, Vojtěch Laitl, Lukáš Petera, Paul B. Rimmer, Oliver Shorttle, A. N. Heays, Anna Křivková, M. Krůs, Svatopluk Civiš, Jorge Yáñez, Erik Képeš, Pavel Pořízka, Martin Ferus
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.
Topics & Concepts
XenonPlasmaArtificial neural networkElectron densityMaterials scienceComputational physicsAtomic physicsAnalytical Chemistry (journal)Computer scienceChemistryPhysicsArtificial intelligenceNuclear physicsChromatographyLaser-induced spectroscopy and plasmaAnalytical chemistry methods developmentMass Spectrometry Techniques and Applications