Abstract

The inverse design of photovoltaic 2D photonic crystals using machine learning will be presented. The technique bypasses calculation of photonic bandstructure in favor of directly computing designer-friendly properties such as spectral transmission.

© 2021 The Author(s)

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More Like This
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Francesco Masia, Iwan Moreels, Zeger Hens, Wolfgang Langbein, and Paola Borri
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Alexander Eich, Tobias C. Spiekermann, Lisa Sommer, Helge Gehring, Julian B. Rasmus, Wolfram H. P. Pernice, and Carsten Schuck
IW1A.5 Integrated Photonics Research, Silicon and Nanophotonics (IPRSN) 2021

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