Inverse design of structural color: finding multiple solutions via conditional generative adversarial networks

The “one-to-many” problem is a typical challenge that faced by many machine learning aided inverse nanophotonics designs where one target optical response can be achieved by many solutions (designs). Although novel training approaches, such as tandem network, and network architecture, such as the mi...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Dai Peng, Sun Kai, Yan Xingzhao, Muskens Otto L., de Groot C. H. (Kees), Zhu Xupeng, Hu Yueqiang, Duan Huigao, Huang Ruomeng
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	Wiley 2022-05-01
Sarja:	Nanophotonics
Aiheet:	deep learning fabry–pérot cavity generative adversarial networks inverse design one-to-many problem structural color
Linkit:	https://doi.org/10.1515/nanoph-2022-0095
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