D. Sokulski
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View article: Introduction and development of machine learning models for LIBS for thermonuclear fusion
Introduction and development of machine learning models for LIBS for thermonuclear fusion Open
Due to its potential in contactless and non-interfering diagnostics, laser-induced breakdown spectroscopy (LIBS) has become an important element of research in the PWI (plasma wall interactions) area, which has been under the intensive inv…
View article: ANN based LIBS models for quasi-experimental spectra relevant for materials for next-step fusion reactors
ANN based LIBS models for quasi-experimental spectra relevant for materials for next-step fusion reactors Open
Following the successful demonstration of machine learning (ML) models for laser induced breakdown spectroscopy (LIBS) adaptation in fusion reactor fuel retention monitoring using synthetic data [Gąsior et al., Spectrochim. Acta, Part B 19…