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Inverse Design of Plasma Metamaterial Devices for Optical Computing

Jesse A. Rodríguez, Ahmed I. Abdalla, Benjamin Wang, Beicheng Lou, Shanhui Fan, Mark Cappelli

2021Physical Review Applied43 citationsDOIOpen Access PDF

Abstract

We apply inverse-design methods to produce two-dimensional plasma metamaterial (PMM) devices. Backpropagated finite-difference frequency-domain (FDFD) simulations are used to design waveguides and demultiplexers operating under both TE and TM modes. Demultiplexing and waveguiding are demonstrated for devices composed of plasma elements with reasonable plasma densities of approximately $7$ GHz, allowing for future in situ training and experimental realization of these designs. We also explore the possible applicability of PMMs to nonlinear boolean operations for use in optical computing. Functionally complete logical connectives (or and and) are achieved in the TM mode.

Topics & Concepts

MetamaterialRealization (probability)InversePlasmaMultiplexingTransverse planeComputer scienceDomain (mathematical analysis)Nonlinear systemOptoelectronicsPhysicsMathematicsTelecommunicationsEngineeringMathematical analysisQuantum mechanicsStatisticsGeometryStructural engineeringPhotonic and Optical DevicesNeural Networks and Reservoir ComputingMetamaterials and Metasurfaces Applications
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