Large area optimization of meta-lens via data-free machine learning

Sub-wavelength diffractive optics meta-optics present a multi-scale optical system, where the behavior of constituent sub-wavelength scatterers, or meta-atoms, need to be modelled by full-wave electromagnetic simulations, whereas the whole meta-optical system can be modelled using ray/ wave optics....

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2022-12
Hauptverfasser:	Zhelyeznyakov, Maksym V, Froch, Johannes E, Wirth-Singh, Anna, Noh, Jaebum, Rho, Junsuk, Brunton, Steven L, Majumdar, Arka
Format:	Artikel
Sprache:	eng
Schlagworte:	Apertures Approximation Coupling Deep learning Diffractive optics Graphics processing units Machine learning Magnetic lenses Neural networks Optics Optimization
Online-Zugang:	Volltext
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