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Coupled waveguides geometry retrieval using neural networks

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Abstract

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.

© 2020 The Author(s)

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