Machine learning of all-dielectric core-shell nanostructures: the critical role of the objective function in inverse design

To integrate nanophotonics into light-based technologies, it is critical to elicit a desired optical response from its fundamental component, a nanoresonator. Because the optical resonance of a nanoresonator depends strongly on its base material and structural features, machine learning has been con...

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Veröffentlicht in:	Nanoscale 2023-12, Vol.15 (47), p.1923-19212
Hauptverfasser:	Hoxie, David J, Bangalore, Purushotham V, Appavoo, Kannatassen
Format:	Artikel
Sprache:	eng
Schlagworte:	Core-shell structure Design improvements Design optimization Inverse design Machine learning Nanostructure Neural networks Optical resonance Optimization Parameters
Online-Zugang:	Volltext
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