Interpretable artificial intelligence for modulated metasurface antenna design using SHAP and MLP

Abstract Modulated metasurface-based leaky-wave antennas have garnered increasing attention due to their low profile, cost-efficiency, and versatility in applications such as telecommunications, imaging, and radar systems. These antennas offer fine control over critical electromagnetic properties, i...

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Bibliographic Details
Main Authors: Amrollah Amini, Ali Moshiri, Mohammad Amin Chaychi Zadeh, Vahid Nayyeri
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-10156-1
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