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Analytical level set fabrication constraints for inverse design

Inverse design methods produce nanophotonic devices with arbitrary geometries that show high efficiencies as well as novel functionalities. Ensuring fabricability during optimization of these unrestricted device geometries is a major challenge for these design methods. In this work, we construct a f...

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Autores principales: Vercruysse, Dries, Sapra, Neil V., Su, Logan, Trivedi, Rahul, Vučković, Jelena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588594/
https://www.ncbi.nlm.nih.gov/pubmed/31227721
http://dx.doi.org/10.1038/s41598-019-45026-0
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author Vercruysse, Dries
Sapra, Neil V.
Su, Logan
Trivedi, Rahul
Vučković, Jelena
author_facet Vercruysse, Dries
Sapra, Neil V.
Su, Logan
Trivedi, Rahul
Vučković, Jelena
author_sort Vercruysse, Dries
collection PubMed
description Inverse design methods produce nanophotonic devices with arbitrary geometries that show high efficiencies as well as novel functionalities. Ensuring fabricability during optimization of these unrestricted device geometries is a major challenge for these design methods. In this work, we construct a fabrication constraint penalty function for level set geometry representations of these devices. This analytical penalty function limits both the gap size and boundary curvature of a device. We incorporate this penalty in a fully automated optical design flow using a quasi-Newton optimization method. The performance of our design method is evaluated by designing a series of waveguide demultiplexers (WDM) and mode converters with various footprints and minimum feature sizes. Finally, we design and experimentally characterize three WDMs with a 80 nm, 120 nm and 160 nm feature size.
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spelling pubmed-65885942019-06-28 Analytical level set fabrication constraints for inverse design Vercruysse, Dries Sapra, Neil V. Su, Logan Trivedi, Rahul Vučković, Jelena Sci Rep Article Inverse design methods produce nanophotonic devices with arbitrary geometries that show high efficiencies as well as novel functionalities. Ensuring fabricability during optimization of these unrestricted device geometries is a major challenge for these design methods. In this work, we construct a fabrication constraint penalty function for level set geometry representations of these devices. This analytical penalty function limits both the gap size and boundary curvature of a device. We incorporate this penalty in a fully automated optical design flow using a quasi-Newton optimization method. The performance of our design method is evaluated by designing a series of waveguide demultiplexers (WDM) and mode converters with various footprints and minimum feature sizes. Finally, we design and experimentally characterize three WDMs with a 80 nm, 120 nm and 160 nm feature size. Nature Publishing Group UK 2019-06-21 /pmc/articles/PMC6588594/ /pubmed/31227721 http://dx.doi.org/10.1038/s41598-019-45026-0 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Vercruysse, Dries
Sapra, Neil V.
Su, Logan
Trivedi, Rahul
Vučković, Jelena
Analytical level set fabrication constraints for inverse design
title Analytical level set fabrication constraints for inverse design
title_full Analytical level set fabrication constraints for inverse design
title_fullStr Analytical level set fabrication constraints for inverse design
title_full_unstemmed Analytical level set fabrication constraints for inverse design
title_short Analytical level set fabrication constraints for inverse design
title_sort analytical level set fabrication constraints for inverse design
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588594/
https://www.ncbi.nlm.nih.gov/pubmed/31227721
http://dx.doi.org/10.1038/s41598-019-45026-0
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