Optimal design of microwave absorber using novel variational autoencoder from a latent space search strategy

This paper introduces a new objective-driven design method based on deep learning for meta-structure absorber for X-band (8–12 GHz) application. The method consists of three steps; at Step 1, developing a simulator to predict a spectrum of microwave from a conductive layer of absorber as an image in...

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Autores principales: Han-Ik On, Leekyo Jeong, Minseok Jung, Dong-Joong Kang, Jun-Hyub Park, Hak-Joo Lee
Formato: article
Lenguaje:EN
Publicado: Elsevier 2021
Materias:
VAE
Acceso en línea:https://doaj.org/article/ceb41be6506b488bb10628a411516ceb
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