Deep Learning Based Metasurface Synthesis from Far-Field Masks

Chen Niu, Hans Paul Schreckenbach,Puyan Mojabi

2023 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (USNC-URSI)（2023）

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摘要

A neural network is developed to infer the required tangential fields on the output face of the metasurface so as to meet mask-based far-field (FF) design constraints. Full-wave simulation is performed to evaluate the performance of omega-bianisotropic metasurfaces designed based on this approach.

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关键词

deep learning based metasurface synthesis,far-field masks,full-wave simulation,mask-based far-field design constraints,neural network,omega-bianisotropic metasurfaces,output face,tangential fields

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