Bayesian Nonparametric Modeling for Rapid Design of Metamaterial Microstructures

We consider the problem of rapid design of massive metamaterial (MTM) microstructures from a statistical point of view. A Bayesian nonparametric model, namely, Gaussian Process (GP) mixture, is developed to generate the mapping relationship from the microstructure’s geometric dimension to the electr...

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Detalhes bibliográficos
Principais autores: Bin Liu, Chunlin Ji
Formato: Artigo
Idioma:English
Publicado em: Wiley 2014-01-01
coleção:International Journal of Antennas and Propagation
Acesso em linha:http://dx.doi.org/10.1155/2014/165102