Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning

The design and optimization of a metasurface is a computationally- and time-consuming effort. Here, the authors propose a neural network-based algorithm for functional metasurface design, and demonstrate it for some functional metasurfaces.

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Autores principales:	Ruichao Zhu, Tianshuo Qiu, Jiafu Wang, Sai Sui, Chenglong Hao, Tonghao Liu, Yongfeng Li, Mingde Feng, Anxue Zhang, Cheng-Wei Qiu, Shaobo Qu
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/82236938070c4bfcb037950d33141f59
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spelling	oai:doaj.org-article:82236938070c4bfcb037950d33141f592021-12-02T16:51:29ZPhase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning10.1038/s41467-021-23087-y2041-1723https://doaj.org/article/82236938070c4bfcb037950d33141f592021-05-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-23087-yhttps://doaj.org/toc/2041-1723The design and optimization of a metasurface is a computationally- and time-consuming effort. Here, the authors propose a neural network-based algorithm for functional metasurface design, and demonstrate it for some functional metasurfaces.Ruichao ZhuTianshuo QiuJiafu WangSai SuiChenglong HaoTonghao LiuYongfeng LiMingde FengAnxue ZhangCheng-Wei QiuShaobo QuNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-10 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Ruichao Zhu Tianshuo Qiu Jiafu Wang Sai Sui Chenglong Hao Tonghao Liu Yongfeng Li Mingde Feng Anxue Zhang Cheng-Wei Qiu Shaobo Qu Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning
description	The design and optimization of a metasurface is a computationally- and time-consuming effort. Here, the authors propose a neural network-based algorithm for functional metasurface design, and demonstrate it for some functional metasurfaces.
format	article
author	Ruichao Zhu Tianshuo Qiu Jiafu Wang Sai Sui Chenglong Hao Tonghao Liu Yongfeng Li Mingde Feng Anxue Zhang Cheng-Wei Qiu Shaobo Qu
author_facet	Ruichao Zhu Tianshuo Qiu Jiafu Wang Sai Sui Chenglong Hao Tonghao Liu Yongfeng Li Mingde Feng Anxue Zhang Cheng-Wei Qiu Shaobo Qu
author_sort	Ruichao Zhu
title	Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning
title_short	Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning
title_full	Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning
title_fullStr	Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning
title_full_unstemmed	Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning
title_sort	phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/82236938070c4bfcb037950d33141f59
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Phase-to-pattern inverse design paradigm for fast realization of functional metasurfaces via transfer learning

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