Design-Oriented Two-Stage Surrogate Modeling of Miniaturized Microstrip Circuits With Dimensionality Reduction

Design-Oriented Two-Stage Surrogate Modeling of Miniaturized Microstrip Circuits With Dimensionality Reduction

Contemporary microwave design heavily relies on full-wave electromagnetic (EM) simulation tools. This is especially the case for miniaturized devices where EM cross-coupling effects cannot be adequately accounted for using equivalent network models. Unfortunately, EM analysis incurs considerable com...

Full description

Bibliographic Details
Main Authors: Slawomir Koziel, Anna Pietrenko-Dabrowska, Mu'ath Al-Hasan
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Microwave design
compact circuits
surrogate modeling
domain confinement
principal component analysis
dimensionality reduction
Online Access:https://ieeexplore.ieee.org/document/9131759/

Internet

https://ieeexplore.ieee.org/document/9131759/

Similar Items