Quantitative Analysis of the UV–Vis Spectra for Gold Nanoparticles Powered by Supervised Machine Learning

Surface plasmon resonance is sensitive to the size and shape of gold nanoparticles. The quantitative analysis of the ultraviolet–visible spectra provides information about the structural parameters of the nanoparticles. This task is related to the inverse design problem where machine learning (ML) a...

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Veröffentlicht in:	Journal of physical chemistry. C 2021-04, Vol.125 (16), p.8656-8666
Hauptverfasser:	Pashkov, D. M, Guda, A. A, Kirichkov, M. V, Guda, S. A, Martini, A, Soldatov, S. A, Soldatov, A. V
Format:	Artikel
Sprache:	eng
Schlagworte:	C: Spectroscopy and Dynamics of Nano, Hybrid, and Low-Dimensional Materials
Online-Zugang:	Volltext
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