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Low-Cost Surrogate Modeling of Miniaturized Microwave Components Using Nested Kriging

Abstract

In the paper, a recently reported nested kriging methodology is employed for modeling of miniaturized microwave components. The approach is based on identifying the parameter space region that contains high-quality designs, and, subsequently, rendering the surrogate in this subset. The results obtained for a miniaturized unequal-power-split rat-race coupler and a compact three-section impedance transformer demonstrate reliability of the method even for highly-dimensional parameter spaces, as well as its superiority over conventional modeling methods.

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Category:
Articles
Type:
artykuły w czasopismach
Published in:
APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL no. 35, pages 1346 - 1347,
ISSN: 1054-4887
Language:
English
Publication year:
2020
Bibliographic description:
Pietrenko-Dąbrowska A., Kozieł S.: Low-Cost Surrogate Modeling of Miniaturized Microwave Components Using Nested Kriging// APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL -Vol. 35,iss. 11 (2020), s.1346-1347
DOI:
Digital Object Identifier (open in new tab) 10.47037/2020.aces.j.351142
Verified by:
Gdańsk University of Technology

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