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Advanced RF and microwave design optimization: A journey and a vision of future trends
JE Rayas-Sánchez, S Koziel… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
In this paper, we outline the historical evolution of RF and microwave design optimization
and envisage imminent and future challenges that will be addressed by the next generation …
and envisage imminent and future challenges that will be addressed by the next generation …
Expedited yield optimization of narrow-and multi-band antennas using performance-driven surrogates
Uncertainty quantification is an important aspect of engineering design, also pertaining to
the development and performance evaluation of antenna systems. Manufacturing tolerances …
the development and performance evaluation of antenna systems. Manufacturing tolerances …
Performance-driven yield optimization of high-frequency structures by kriging surrogates
S Koziel, A Pietrenko-Dabrowska - Applied Sciences, 2022 - mdpi.com
Uncertainty quantification is an important aspect of engineering design, as manufacturing
tolerances may affect the characteristics of the structure. Therefore, the quantification of …
tolerances may affect the characteristics of the structure. Therefore, the quantification of …
Robust and efficient uncertainty quantification for extreme events that deviate significantly from the training dataset using polynomial chaos-kriging
This study presents the strengths of polynomial chaos-kriging (PCK), a new surrogate model
that merges polynomial chaos extension (PCE) and Gaussian process with kriging variance …
that merges polynomial chaos extension (PCE) and Gaussian process with kriging variance …
An early history of optimization technology for automated design of microwave circuits
JW Bandler, JE Rayas-Sánchez - IEEE Journal of Microwaves, 2022 - ieeexplore.ieee.org
This paper outlines the early history of optimization technology for the design of microwave
circuits—a personal journey filled with aspirations, academic contributions, and commercial …
circuits—a personal journey filled with aspirations, academic contributions, and commercial …
Design of a patch power divider with simple structure and ultra-broadband harmonics suppression
This paper introduces a simple H-shaped patch Wilkinson power divider (WPD), which
provides ultra wide harmonics suppression band. The presented WPD designed at 1.8 GHz …
provides ultra wide harmonics suppression band. The presented WPD designed at 1.8 GHz …
Tolerance optimization of antenna structures by means of response feature surrogates
S Koziel, A Pietrenko-Dabrowska - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Fabrication tolerances and other types of uncertainties, eg, the lack of precise knowledge of
material parameters, have detrimental effects on the electrical and field performance of …
material parameters, have detrimental effects on the electrical and field performance of …
Data driven surrogate modeling of horn antennas for optimal determination of radiation pattern and size using deep learning
Horn antenna designs are favored in many applications where ultra‐wide‐band operation
range alongside of a high‐performance radiation pattern characteristics are requested …
range alongside of a high‐performance radiation pattern characteristics are requested …
Tolerance-aware multi-objective optimization of antennas by means of feature-based regression surrogates
S Koziel, A Pietrenko-Dabrowska - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Assessing the immunity of antenna design to fabrication tolerances is an important
consideration, especially when the manufacturing process has not been predetermined. At …
consideration, especially when the manufacturing process has not been predetermined. At …
Tolerance-aware optimization of microwave circuits by means of principal directions and domain-restricted metamodels
S Koziel, A Pietrenko-Dabrowska… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Practical microwave design is most often carried out in the nominal sense. Yet, in some
cases, performance degradation due to uncertainties may lead to the system failing to meet …
cases, performance degradation due to uncertainties may lead to the system failing to meet …