Inverse design and flexible parameterization of meta-optics using algorithmic differentiation

The design of meta-optics and photonics components poses a number of high-dimensional, fabrication-constrained, computationally expensive optimization problems. Here, the authors propose a framework based on algorithmic differentiation to optimize arbitrary meta-optical devices with any shape or top...

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Autores principales:	Shane Colburn, Arka Majumdar
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Astrophysics QB460-466 Physics QC1-999
Acceso en línea:	https://doaj.org/article/88d5de95c7fd4c3c992b3f4f0929666a
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spelling	oai:doaj.org-article:88d5de95c7fd4c3c992b3f4f0929666a2021-12-02T14:23:04ZInverse design and flexible parameterization of meta-optics using algorithmic differentiation10.1038/s42005-021-00568-62399-3650https://doaj.org/article/88d5de95c7fd4c3c992b3f4f0929666a2021-03-01T00:00:00Zhttps://doi.org/10.1038/s42005-021-00568-6https://doaj.org/toc/2399-3650The design of meta-optics and photonics components poses a number of high-dimensional, fabrication-constrained, computationally expensive optimization problems. Here, the authors propose a framework based on algorithmic differentiation to optimize arbitrary meta-optical devices with any shape or topology, enabling rapid inverse design of photonics and complex meta-optical devices.Shane ColburnArka MajumdarNature PortfolioarticleAstrophysicsQB460-466PhysicsQC1-999ENCommunications Physics, Vol 4, Iss 1, Pp 1-11 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Astrophysics QB460-466 Physics QC1-999
spellingShingle	Astrophysics QB460-466 Physics QC1-999 Shane Colburn Arka Majumdar Inverse design and flexible parameterization of meta-optics using algorithmic differentiation
description	The design of meta-optics and photonics components poses a number of high-dimensional, fabrication-constrained, computationally expensive optimization problems. Here, the authors propose a framework based on algorithmic differentiation to optimize arbitrary meta-optical devices with any shape or topology, enabling rapid inverse design of photonics and complex meta-optical devices.
format	article
author	Shane Colburn Arka Majumdar
author_facet	Shane Colburn Arka Majumdar
author_sort	Shane Colburn
title	Inverse design and flexible parameterization of meta-optics using algorithmic differentiation
title_short	Inverse design and flexible parameterization of meta-optics using algorithmic differentiation
title_full	Inverse design and flexible parameterization of meta-optics using algorithmic differentiation
title_fullStr	Inverse design and flexible parameterization of meta-optics using algorithmic differentiation
title_full_unstemmed	Inverse design and flexible parameterization of meta-optics using algorithmic differentiation
title_sort	inverse design and flexible parameterization of meta-optics using algorithmic differentiation
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/88d5de95c7fd4c3c992b3f4f0929666a
work_keys_str_mv	AT shanecolburn inversedesignandflexibleparameterizationofmetaopticsusingalgorithmicdifferentiation AT arkamajumdar inversedesignandflexibleparameterizationofmetaopticsusingalgorithmicdifferentiation
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Inverse design and flexible parameterization of meta-optics using algorithmic differentiation

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