Multi-objective artificial-intelligence-based parameter tuning of antennas using variable-fidelity machine learning

Abstract Multi-objective optimization (MO) is an important topic in contemporary antenna design. Due to the reliance on computationally-expensive electromagnetic (EM) simulations, the use of conventional algorithms is prohibitive. These costs can be reduced by appropriate algorithmic tools involving...

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Bibliographic Details
Main Authors: Slawomir Koziel, Anna Pietrenko-Dabrowska, Stanislaw Szczepanski
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-05657-y
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