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 …

Expedited yield optimization of narrow-and multi-band antennas using performance-driven surrogates

A Pietrenko-Dabrowska, S Koziel, M Al-Hasan - IEEE Access, 2020 - ieeexplore.ieee.org
Uncertainty quantification is an important aspect of engineering design, also pertaining to
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 …

Robust and efficient uncertainty quantification for extreme events that deviate significantly from the training dataset using polynomial chaos-kriging

VN Tran, J Kim - Journal of Hydrology, 2022 - Elsevier
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 …

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 …

Design of a patch power divider with simple structure and ultra-broadband harmonics suppression

S Roshani, S Koziel, S Roshani, MB Jamshidi… - IEEE …, 2021 - ieeexplore.ieee.org
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 …

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 …

Data driven surrogate modeling of horn antennas for optimal determination of radiation pattern and size using deep learning

OC Piltan, A Kizilay, MA Belen… - Microwave and Optical …, 2024 - Wiley Online Library
Horn antenna designs are favored in many applications where ultra‐wide‐band operation
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 …

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 …