Optimization of ultrathin polarization insensitive metamaterial absorbers using trust region algorithm based on Co-kriging model

Ahmed S. Etman,Mohamed Farhat O. Hameed, S. S. A. Obayya, Ahmed E. Hammad

OPTICAL MATERIALS(2024)

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摘要
In this paper, a trust region optimization algorithm integrated with a co-kriging surrogate -model is newly formulated to optimize compact ultrathin wideband metamaterial absorbers with high absorption. The reported algorithm is linked with the full vectorial finite element method to simulate and optimize the studied absorbers. In order to show the power of the suggested algorithm, the geometrical parameters of a previous metamaterial absorber (MA) with L-shaped resonators are optimized to achieve high absorption (over 90 %) over a frequency band from 13.8 GHz to 24.5 GHz covering most of KU and K bands. Then, a novel design of L-shaped MA with triangular resonators is optimized, analyzed and fabricated with high absorption (above 90 %) through a large frequency band from 11.9 GHz to 22 GHz covering the entire KU -band and most of the K -band. The reported design is also robust against the variations of the incident angle (above 80 % up to 50) for both transverse electric (TE) and transverse magnetic (TM) polarized modes. Therefore, the proposed algorithm could be used efficiently for the design and optimization of metamaterial absorbers.
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关键词
Metamaterial absorbers,Trust region algorithm,Co-kriging models,Kriging models,Ultrathin wideband absorbers
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