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Enhanced light-matter interactions in dielectric nanostructures via machine-learning approach

Xu, Lei; Rahmani, Mohsen; Ma, Yixuan; Smirnova, Daria; Zangeneh Kamali, Khosro; Deng, Fu; Chiang, Yan Kei; Huang, Lujun; Zhang, Haoyang; Gould, Stephen; Neshev, Dragomir; Miroshnichenko, Andrey


A key concept underlying the specific functionalities of metasurfaces is the use of constituent components to shape the wavefront of the light on demand. Metasurfaces are versatile, novel platforms for manipulating the scattering, color, phase, or intensity of light. Currently, one of the typical approaches for designing a metasurface is to optimize one or two variables among a vast number of fixed parameters, such as various materials' properties and coupling effects, as well as the...[Show more]

CollectionsANU Research Publications
Date published: 2020
Type: Journal article
Source: Proceedings of SPIE - International Society for Optical Engineering
DOI: 10.1117/1.AP.2.2.026003
Access Rights: Open Access


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