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Deep Q-network to produce polarization-independent perfect solar absorbers: a statistical report

Using reinforcement learning, a deep Q-network was used to design polarization-independent, perfect solar absorbers. The deep Q-network selected the geometrical properties and materials of a symmetric three-layer metamaterial made up of circular rods on top of two films. The combination of all the p...

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Publicat a:Nano Converg
Autors principals: Sajedian, Iman, Badloe, Trevon, Lee, Heon, Rho, Junsuk
Format: Artigo
Idioma:Inglês
Publicat: Springer Singapore 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7399723/
https://ncbi.nlm.nih.gov/pubmed/32748091
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40580-020-00233-8
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