Coupled Waveguides Geometry Retrieval Using Neural Networks

Tom Coen,Hadar Greener,Michael Mrejen,Lior Wolf,Haim Suchowski

2020 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO)（2020）

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摘要

This work presents a data driven method to retrieve the geometry of a coupled waveguide system from the measured intensity of the electric field. It is shown that neural networks perform better than kNN regression. (C) 2020 The Author(s)

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关键词

waveguides geometry retrieval,neural networks,data driven method,coupled waveguide system,measured intensity,electric field

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