Deep Learning for Photonic Design and Analysis: Principles and Applications

Innovative techniques play important roles in photonic structure design and complex optical data analysis. As a branch of machine learning, deep learning can automatically reveal the inherent connections behind the data by using hierarchically structured layers, which has found broad applications in...

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Bibliographic Details

Published in:	Frontiers in Materials
Main Authors:	Bing Duan, Bei Wu, Jin-hui Chen, Huanyang Chen, Da-Quan Yang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-01-01
Subjects:	optics and photonics deep learning photonic structure design optical data analysis optical neural networks
Online Access:	https://www.frontiersin.org/articles/10.3389/fmats.2021.791296/full