Artificial Neural Network for Photonic Crystal Band Structure Prediction in Different Geometric Parameters and Refractive Indexes

Artificial Neural Network for Photonic Crystal Band Structure Prediction in Different Geometric Parameters and Refractive Indexes

In this study, an artificial neural network that can predict the band structure of 2-D photonic crystals is developed. Three kinds of photonic crystals in a square lattice, triangular lattice, and honeycomb lattice and two kinds of materials with different refractive indices are investigated. Using...

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Bibliographic Details
Main Authors: Fu-Li Hsiao, Hsin-Feng Lee, Su-Chao Wang, Yu-Ming Weng, Ying-Pin Tsai
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Electronics
Subjects:
photonic crystal
artificial neural network
band structure
Online Access:https://www.mdpi.com/2079-9292/12/8/1777

Internet

https://www.mdpi.com/2079-9292/12/8/1777

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