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

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

Abstract 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...

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Bibliographic Details
Main Authors: Iman Sajedian, Trevon Badloe, Heon Lee, Junsuk Rho
Format: Article
Language:English
Published: SpringerOpen 2020-08-01
Series:Nano Convergence
Subjects:
Reinforcement learning
Deep Q-learning
Perfect solar absorbers
Statistical analysis
Online Access:http://link.springer.com/article/10.1186/s40580-020-00233-8

Internet

http://link.springer.com/article/10.1186/s40580-020-00233-8

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