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ML-Based XPS Quantification Supported by Synthetic Dataset Generation

With growing interest in laboratory automation and high-throughput systems, the amount of generated experimental data is rapidly increasing while analysis methods still require many manual work hours from experts. This is prevalent in X-ray photoelectron spectroscopy (XPS), where quantification is a...

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Principais autores: Orth André, Höfer Hawo, Nefedov Alexei, Jalali Mehrdad, Wöll Christof, Reischl Markus
Formato: Artigo
Idioma:Inglês
Publicado: De Gruyter 2024-12-01
Series:Current Directions in Biomedical Engineering
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Acceso en liña:https://doi.org/10.1515/cdbme-2024-2118
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