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Conferences > FiO > 2019 > FM5C > FM5C.2

Dimensionality Reduction Based Method for Design and Optimization of Optical Nanostructures Using Neural Network

Mohammadreza Zandehshahvar, Omid Hemmatyar, Yashar Kiarashinejad, Sajjad Abdollahramezani, and Ali Adibi

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Abstract

Here, we leverage a machine learning technique as an efficient alternative approach to traditional optimization techniques to significantly reduce the computation cost of the forward design problem in the optimization process of optical devices.

© 2019 The Author(s)

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