2024
DOI: 10.1002/cpe.8276
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Inverse design of a novel multiport power divider based on hybrid neural network

Siyue Sun,
Ma Zhu,
Baojun Qi
et al.

Abstract: SummaryIn this study, we propose an inverse design approach based on a neural network for a novel multiport power divider (MP‐PD) with complex geometry. The inverse design approach is obtaining geometry from the desired physical performance to address the challenge of conventional methods. We develop a hybrid neural network model for this inverse design. The backbone architecture incorporates a bidirectional long short‐term memory module, a multihead self‐attention module, and convolutional modules. This hybri… Show more

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