Tandem Generalized Variational Autoencoder Network for Multi-Solutions Inverse Design

Inspired by the variational autoencoder (VAE), we propose a novel multi-solutions strategy combined with a tandem neural network for inverse design and optimization problems. In the training, a latent vector <inline-formula><tex-math notation="LaTeX">z</tex-math></inli...

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Bibliographic Details

Published in:	IEEE antennas and wireless propagation letters pp. 1 - 5
Main Authors:	Yuan, Tianguo, Li, Yang, Yang, Xiaolin
Format:	Journal Article
Language:	English
Published:	IEEE 2025
Subjects:	Antenna Convergence Decoding Inverse design multi-solutions Neural networks Optimization Perturbation methods Slot antennas tandem neural network Training variational autoencoder Vectors
ISSN:	1536-1225, 1548-5757
Online Access:	Get full text
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