Design of Metamaterials for Absorbers Based on Variational Autoencoder

Metamaterials have experienced rapid development in recent years. Absorbers made of metamaterials play a crucial role in electromagnetic applications and other fields. The design of metamaterials is usually simulated using simulation software and optimized by traditional algorithms, which is time-co...

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Bibliographic Details
Published in:	IEEE access Vol. 12; pp. 92328 - 92336
Main Authors:	Li, Qi, Wang, Jianwei, Lei, Tao, Xiang, Tianyu, Qin, Chanchan, Yang, Maoze
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Absorber Absorbers Absorbers (materials) Absorption Absorption spectra Algorithms Coders conditional VAE Convolutional codes Decoding Deep learning Design optimization Design parameters Electromagnetic metamaterials Electromagnetics Encoding Gaussian processes Inverse design Machine learning Metamaterials Neural networks Normal distribution Stability analysis Training
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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