Effect of clustering on ellipsometric spectra of randomly distributed gold nanoparticles on a substrate
Huai-Yi Xie, Yia-Chung Chang, Guangwei Li, Shih-Hsin Hsu

TL;DR
This paper develops a theoretical model to analyze how clustering of gold nanoparticles affects their ellipsometric spectra, providing insights into plasmonic resonances and improving the interpretation of experimental data.
Contribution
A novel theoretical approach incorporating clustering effects into ellipsometric spectra calculations for gold nanoparticles on substrates.
Findings
Clustering causes prominent low-frequency features in spectra.
The model accurately fits experimental data across a broad frequency range.
Coupling in clusters influences plasmonic resonances.
Abstract
We present a theoretical model for describing light scattering from randomly distributed Au nanoparticles on a substrate, including the clustering effect. By using the finite-element Green function method and spherical harmonic basis functions, we are able to calculate the polarization-dependent reflectivity spectra of the system (modeled by randomly distributed nanoparticles coupled with clusters) efficiently and accurately. The calculated ellipsometric spectra of the system with clusters can adequately describe the experimental data for the whole frequency range. We find that the clustering effect leads to some prominent features in the low frequency range of the ellipsometric spectra, which are attributed to plasmonic resonances associated with the coupling of Au nanoparticles and clusters.
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