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Erik Kepes
Erik Kepes
Postdoctoral researcher, Central European Institute of Technology, Brno, CZ
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On the utilization of principal component analysis in laser-induced breakdown spectroscopy data analysis, a review
P Pořízka, J Klus, E Képeš, D Prochazka, DW Hahn, J Kaiser
Spectrochimica Acta Part B: Atomic Spectroscopy 148, 65-82, 2018
2522018
Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data-EMSLIBS contest
J Vrábel, E Képeš, L Duponchel, V Motto-Ros, C Fabre, S Connemann, ...
Spectrochimica Acta Part B: Atomic Spectroscopy 169, 105872, 2020
592020
Laser-Induced Breakdown Spectroscopy coupled with chemometrics for the analysis of steel: The issue of spectral outliers filtering
P Pořízka, J Klus, D Prochazka, E Képeš, A Hrdlička, J Novotný, ...
Spectrochimica Acta Part B: Atomic Spectroscopy 123, 114-120, 2016
432016
Influence of baseline subtraction on laser-induced breakdown spectroscopic data
E Képeš, P Pořízka, J Klus, P Modlitbová, J Kaiser
Journal of Analytical Atomic Spectrometry 33 (12), 2107-2115, 2018
282018
Benchmark classification dataset for laser-induced breakdown spectroscopy
E Képeš, J Vrábel, S Střítežská, P Pořízka, J Kaiser
Scientific data 7 (1), 53, 2020
272020
On the application of bootstrapping to laser-induced breakdown spectroscopy data
E Képeš, P Pořízka, J Kaiser
Journal of Analytical Atomic Spectrometry 34 (12), 2411-2419, 2019
222019
Interpreting support vector machines applied in laser-induced breakdown spectroscopy
E Képeš, J Vrábel, O Adamovsky, S Střítežská, P Modlitbová, P Pořízka, ...
Analytica Chimica Acta 1192, 339352, 2022
192022
Tomography of double-pulse laser-induced plasmas in the orthogonal geometry
E Képeš, I Gornushkin, P Pořízka, J Kaiser
Analytica chimica acta 1135, 1-11, 2020
162020
Spatiotemporal spectroscopic characterization of plasmas induced by non-orthogonal laser ablation
E Képeš, I Gornushkin, P Pořízka, J Kaiser
Analyst 146 (3), 920-929, 2021
152021
Improving laser-induced breakdown spectroscopy regression models via transfer learning
E Képeš, J Vrábel, P Pořízka, J Kaiser
Journal of Analytical Atomic Spectrometry 37 (9), 1883-1893, 2022
132022
Interpreting convolutional neural network classifiers applied to laser-induced breakdown optical emission spectra
E Képeš, J Vrábel, T Brázdil, P Holub, P Pořízka, J Kaiser
Talanta 266, 124946, 2024
112024
Addressing the sparsity of laser-induced breakdown spectroscopy data with randomized sparse principal component analysis
E Képeš, J Vrábel, P Pořízka, J Kaiser
Journal of Analytical Atomic Spectrometry 36 (7), 1410-1421, 2021
112021
Quantification of alloying elements in steel targets: The LIBS 2022 regression contest
E Képeš, J Vrábel, P Siozos, V Pinon, P Pavlidis, D Anglos, T Chen, L Sun, ...
Spectrochimica Acta Part B: Atomic Spectroscopy 206, 106710, 2023
102023
ANN-LIBS analysis of mixture plasmas: detection of xenon
H Saeidfirozeh, AK Myakalwar, P Kubelík, A Ghaderi, V Laitl, L Petera, ...
Journal of Analytical Atomic Spectrometry 37 (9), 1815-1823, 2022
102022
Spectral library transfer between distinct laser-induced breakdown spectroscopy systems trained on simultaneous measurements
J Vrábel, E Képeš, P Nedělník, J Buday, J Cempírek, P Pořízka, J Kaiser
Journal of Analytical Atomic Spectrometry 38 (4), 841-853, 2023
52023
Mechanical and thermal design of the target neutral beam absorber for the High-Luminosity LHC upgrade
P Santos Díaz, FS Galan, R De Maria, E Kepes, P Steinberg, R Longo, ...
Physical Review Accelerators and Beams 25 (5), 053001, 2022
52022
Assessing spatial distribution of bioindicator elements in various cutaneous tumors using correlative imaging with laser-ablation-based analytical methods
K Kiss, H Kopřivová, V Stejskal, L Krbal, J Buday, L Brunnbauer, E Képeš, ...
Talanta 279, 126651, 2024
32024
Laser-induced breakdown spectroscopy in space applications: Review and prospects
H Saeidfirozeh, P Kubelík, V Laitl, A Křivková, J Vrábel, K Rammelkamp, ...
TrAC Trends in Analytical Chemistry, 117991, 2024
32024
Interpreting neural networks trained to predict plasma temperature from optical emission spectra
E Képeš, H Saeidfirozeh, V Laitl, J Vrábel, P Kubelík, P Pořízka, M Ferus, ...
Journal of Analytical Atomic Spectrometry 39 (4), 1160-1174, 2024
32024
Machine Learning in the Context of Laser‐Induced Breakdown Spectroscopy
E Képeš, J Vrábel, JE Haddad, A Harhira, P Pořízka, J Kaiser
Laser Induced Breakdown Spectroscopy (LIBS) Concepts, Instrumentation, Data …, 2023
32023
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