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Inverse design of core-shell particles with discrete material classes using neural networks

The design of scatterers on demand is a challenging task that requires the investigation and development of novel and flexible approaches. In this paper, we propose a machine learning-assisted optimization framework to design multi-layered core-shell particles that provide a scattering response on d...

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Detalles Bibliográficos
Autores principales: Kuhn, Lina, Repän, Taavi, Rockstuhl, Carsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643484/
https://www.ncbi.nlm.nih.gov/pubmed/36347865
http://dx.doi.org/10.1038/s41598-022-21802-3