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Deep Learning Inverse Design of Broadband Dual-Frequency Metasurfaces Using Additive Manufacturing

https://doi.org/10.2139/ssrn.4765170
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Reflectarray Antennas
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Isotropic Holographic Metasurfaces for Dual‐Functional Radiations without Mutual Interferences
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An Electrical Switch‐Driven Flexible Electromagnetic Absorber
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Perfect Absorption in a Disordered Medium with Programmable Meta‐Atom Inclusions
inferredcites →https://doi.org/10.1002/adfm.202100275openalex-extracted
A Reconfigurable Multifunctional Metasurface for Full‐Space Control of Electromagnetic Waves
inferredcites →https://doi.org/10.1002/adom.201700090openalex-extracted
All‐Dielectric Heterogeneous Metasurface as an Efficient Ultra‐Broadband Reflector
inferredcites →https://doi.org/10.1002/adom.202000129openalex-extracted
3D‐Printed Curved Metasurface with Multifunctional Wavefronts
inferredcites →https://doi.org/10.1002/adom.202000342openalex-extracted
Independent Energy Allocation of Dual‐Helical Multi‐Beams with Spin‐Selective Transmissive Metasurface
inferredcites →https://doi.org/10.1002/adom.202001736openalex-extracted
Broadband Achromatic Transmission–Reflection‐Integrated Metasurface Based on Frequency Multiplexing and Dispersion Engineering
inferredcites →https://doi.org/10.1002/adom.202100230openalex-extracted
Near‐Infrared Active Metasurface for Dynamic Polarization Conversion
inferredcites →https://doi.org/10.1002/adts.202100301openalex-extracted
Four‐Channel Kaleidoscopic Metasurfaces Enabled by a Single‐Layered Single‐Cell Quad‐Band Meta‐Atom
inferredcites →https://doi.org/10.1002/advs.202100885openalex-extracted
Angular‐Adaptive Reconfigurable Spin‐Locked Metasurface Retroreflector
inferredcites →https://doi.org/10.1002/advs.202201397openalex-extracted
Broadband Spin‐Locked Metasurface Retroreflector
inferredcites →https://doi.org/10.1007/s42979-021-00592-xopenalex-extracted
Machine Learning: Algorithms, Real-World Applications and Research Directions
inferredcites →https://doi.org/10.1016/j.addma.2016.06.006openalex-extracted
Dual-material 3D printed metamaterials with tunable mechanical properties for patient-specific tissue-mimicking phantoms
inferredcites →https://doi.org/10.1016/j.addma.2017.10.002openalex-extracted
3D printing electronic components and circuits with conductive thermoplastic filament
inferredcites →https://doi.org/10.1016/j.addma.2021.101984openalex-extracted
Additive manufacturing of fibrous sound absorbers
inferredcites →https://doi.org/10.1016/j.addma.2021.102231openalex-extracted
Design and manufacturing of monolithic mechanical metastructures governing ultrawide low frequency three-dimensional bandgaps
inferredcites →https://doi.org/10.1016/j.addma.2022.102593openalex-extracted
Assessment of 3D-printed waveguides using conductive filaments and a chloroform-based smoothing process
inferredcites →https://doi.org/10.1016/j.addma.2022.102856openalex-extracted
Broadband mechanical metamaterial absorber enabled by fused filament fabrication 3D printing
inferredcites →https://doi.org/10.1016/j.matdes.2022.111560openalex-extracted
An inverse design paradigm of multi-functional elastic metasurface via data-driven machine learning
inferredcites →https://doi.org/10.1016/j.optmat.2022.112049openalex-extracted
Metasurface-based solar absorber with absorption prediction using machine learning
inferredcites →https://doi.org/10.1016/j.optmat.2023.113471openalex-extracted
Metasurface meta-atoms design based on DNN and LightGBM algorithms
inferredcites →https://doi.org/10.1021/acsami.0c12203openalex-extracted
Dynamically Self-Reconfigurable Multifunctional All-Passive Metasurface
inferredcites →https://doi.org/10.1021/acsami.0c15297openalex-extracted
Photoinduced Broad-band Tunable Terahertz Absorber Based on a VO2 Thin Film
inferredcites →https://doi.org/10.1021/acsami.1c01443openalex-extracted
3D Printed Sub-Terahertz All-Dielectric Lens for Arbitrary Manipulation of Quasi-Nondiffractive Orbital Angular Momentum Waves
inferredcites →https://doi.org/10.1021/acsami.1c16493openalex-extracted
Additively Manufactured Multi-Material Ultrathin Metasurfaces for Broadband Circular Polarization Decoupled Beams and Orbital Angular Momentum Generation
inferredcites →https://doi.org/10.1021/acsami.9b07102openalex-extracted
High-Efficiency Metalenses with Switchable Functionalities in Microwave Region
inferredcites →https://doi.org/10.1021/acsphotonics.0c01067openalex-extracted
Elucidating the Behavior of Nanophotonic Structures through Explainable Machine Learning Algorithms
inferredcites →https://doi.org/10.1021/acsphotonics.0c01786openalex-extracted
Plasmonic Mid-Infrared Filter Array-Detector Array Chemical Classifier Based on Machine Learning
inferredcites →https://doi.org/10.1021/acsphotonics.1c00205openalex-extracted
Machine Learning-Based Diffractive Image Analysis with Subwavelength Resolution
inferredcites →https://doi.org/10.1021/acsphotonics.1c00307openalex-extracted
Dynamic Display of Full-Stokes Vectorial Holography Based on Metasurfaces
inferredcites →https://doi.org/10.1021/acsphotonics.1c00839openalex-extracted
Structural Optimization of a One-Dimensional Freeform Metagrating Deflector via Deep Reinforcement Learning
inferredcites →https://doi.org/10.1021/acsphotonics.2c01019openalex-extracted
Graph Neural Networks for Metasurface Modeling
inferredcites →https://doi.org/10.1021/acsphotonics.5b00660openalex-extracted
Low-Contrast Dielectric Metasurface Optics
inferredcites →https://doi.org/10.1021/acsphotonics.7b01149openalex-extracted
Demonstration of Orbital Angular Momentum Multiplexing and Demultiplexing Based on a Metasurface in the Terahertz Band
inferredcites →https://doi.org/10.1021/acsphotonics.7b01536openalex-extracted
Multifunctional Light Sword Metasurface Lens
inferredcites →https://doi.org/10.1038/lsa.2014.48openalex-extracted
Generating optical orbital angular momentum at visible wavelengths using a plasmonic metasurface
inferredcites →https://doi.org/10.1038/s41377-022-00876-8openalex-extracted
Intelligent metasurfaces: digitalized, programmable, and intelligent platforms
inferredcites →https://doi.org/10.1038/s41565-020-0768-4openalex-extracted
Complex-amplitude metasurface-based orbital angular momentum holography in momentum space
inferredcites →https://doi.org/10.1038/s41598-017-16105-xopenalex-extracted
Ultra-wideband polarization conversion metasurface and its application cases for antenna radiation enhancement and scattering suppression
inferredcites →https://doi.org/10.1038/s41598-021-88547-3openalex-extracted
All-metal wideband metasurface for near-field transformation of medium-to-high gain electromagnetic sources
inferredcites →https://doi.org/10.1038/srep38255openalex-extracted
Tunable microwave metasurfaces for high-performance operations: dispersion compensation and dynamical switch
inferredcites →https://doi.org/10.1063/1.4983782openalex-extracted
Adaptable metasurface for dynamic anomalous reflection
inferredcites →https://doi.org/10.1063/5.0061571openalex-extracted
Deep learning-based design of broadband GHz complex and random metasurfaces
inferredcites →https://doi.org/10.1063/5.0176272openalex-extracted
A liquid crystal-based multi-bit terahertz reconfigurable intelligent surface
inferredcites →https://doi.org/10.1109/access.2020.3041232openalex-extracted
3D-Printed Low-Profile Single-Substrate Multi-Metal Layer Antennas and Array With Bandwidth Enhancement
inferredcites →https://doi.org/10.1109/lawp.2018.2857807openalex-extracted
A 3-D-Printed W-Band Slotted Waveguide Array Antenna Optimized Using Machine Learning
inferredcites →https://doi.org/10.1109/lpt.2021.3067056openalex-extracted
An Efficient Bi-Functional Metagrating via Asymmetric Diffraction of Terahertz Beams
inferredcites →https://doi.org/10.1109/map.2012.6230714openalex-extracted
An Overview of the Theory and Applications of Metasurfaces: The Two-Dimensional Equivalents of Metamaterials
inferredcites →https://doi.org/10.1109/tap.2016.2633159openalex-extracted
An FSS-Backed 20/30-GHz Dual-Band Circularly Polarized Reflectarray With Suppressed Mutual Coupling and Enhanced Performance
inferredcites →https://doi.org/10.1109/tap.2021.3060142openalex-extracted
A Generative Machine Learning-Based Approach for Inverse Design of Multilayer Metasurfaces
inferredcites →https://doi.org/10.1109/tap.2021.3076518openalex-extracted
Dual-Circularly Polarized Spin-Decoupled Reflectarray With FSS-Back for Independent Operating at Ku-/Ka-Bands
inferredcites →https://doi.org/10.1109/ted.2021.3072926openalex-extracted
Compact Multilayer Bandpass Filter Using Low-Temperature Additively Manufacturing Solution
inferredcites →https://doi.org/10.1109/tmtt.2016.2601907openalex-extracted
Low-Loss 3-D Multilayer Transmission Lines and Interconnects Fabricated by Additive Manufacturing Technologies
inferredcites →https://doi.org/10.1109/tmtt.2019.2934456openalex-extracted
3-D Printed Bandpass Filters With Coupled Vertically Extruded Split Ring Resonators
inferredcites →https://doi.org/10.1186/s40537-021-00444-8openalex-extracted
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
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