Multicomponent Signal Unmixing from Nanoheterostructures: Overcoming the Traditional Challenges of Nanoscale X-ray Analysis via Machine Learning

[Image: see text] The chemical composition of core–shell nanoparticle clusters have been determined through principal component analysis (PCA) and independent component analysis (ICA) of an energy-dispersive X-ray (EDX) spectrum image (SI) acquired in a scanning transmission electron microscope (STE...

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Detalhes bibliográficos
Publicado no:Nano Lett
Main Authors: Rossouw, David, Burdet, Pierre, de la Peña, Francisco, Ducati, Caterina, Knappett, Benjamin R., Wheatley, Andrew E. H., Midgley, Paul A.
Formato: Artigo
Idioma:Inglês
Publicado em: American Chemical Society 2015
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4440406/
https://ncbi.nlm.nih.gov/pubmed/25760234
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acs.nanolett.5b00449
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