114 citations · 210 across the 5 of their papers we have counts for
5 papers
Arbitrary structured quantum emission with a multifunctional imaging metalens
Chi Li, Jaehyuck Jang, Trevon Badloe +8
Structuring light emission from single-photon emitters in multiple degrees of freedom is of a great importance for quantum information processing towards higher dimensions. However…
Multicolor and 3D holography realized by inverse design of single-celled metasurfaces
Sunae So, Joohoon Kim, Trevon Badloe +4
Metasurface-generated holography has emerged as a promising route for fully reproducing vivid scenes by manipulating the optical properties of light using ultra-compact devices. Ho…
Metasurface Holography over 90% Efficiency in the Visible via Nanoparticle-Embedded-Resin Printing
Joohoon Kim, Dong Kyo Oh, Hongyoon Kim +10
Metasurface holography, the reconstruction of holographic images by modulating the spatial amplitude and phase of light using metasurfaces, has emerged as a next-generation display…
Biomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning
Trevon Badloe, Inki Kim, Junsuk Rho
By learning the optimal policy with a double deep Q-learning network, we design ultra-broadband, biomimetic, perfect absorbers with various materials, based the structure of a moth…
Finding the best design parameters for optical nanostructures using reinforcement learning
Iman Sajedian, Trevon Badloe, Junsuk Rho
Recently, a novel machine learning model has emerged in the field of reinforcement learning known as deep Q-learning. This model is capable of finding the best possible solution in…