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 …

Reliable EM-driven size reduction of antenna structures by means of adaptive penalty factors

S Koziel, A Pietrenko-Dabrowska - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Miniaturization has become of paramount importance in the design of modern antenna
systems. In particular, compact size is essential for emerging application areas such as …

Rapid antenna optimization with restricted sensitivity updates by automated dominant direction identification

A Pietrenko-Dabrowska, S Koziel - Knowledge-Based Systems, 2023 - Elsevier
Meticulous tuning of geometry parameters turns pivotal in improving performance of antenna
systems. It is more and more often realized using formal optimization methods, which is …

Simulation-driven antenna modeling by means of response features and confined domains of reduced dimensionality

A Pietrenko-Dabrowska, S Koziel - IEEE Access, 2020 - ieeexplore.ieee.org
In recent years, the employment of full-wave electromagnetic (EM) simulation tools has
become imperative in the antenna design mainly for reliability reasons. While the CPU cost …

On improved-reliability design optimization of high-frequency structures using local search algorithms

S Koziel, A Pietrenko-Dabrowska, P Plotka - IEEE Access, 2022 - ieeexplore.ieee.org
The role of numerical optimization has been continuously growing in the design of high-
frequency structures, including microwave and antenna components. At the same time …

Frequency-based regularization for improved reliability optimization of antenna structures

S Koziel, A Pietrenko-Dąbrowska… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This communication proposes a modified formulation of antenna parameter tuning problem.
The main ingredient of the presented approach is a frequency-based regularization. It allows …

Accelerated parameter tuning of antenna structures using inverse and f eature‐based forward kriging surrogates

S Koziel, A Pietrenko‐Dabrowska… - International Journal of …, 2021 - Wiley Online Library
Tuning of geometry parameters is one of the essential stages of contemporary antenna
design. It is necessary because available design methods, whether based on theoretical …

Dimensionality-reduced antenna modeling with stochastically established constrained domain

A Pietrenko-Dabrowska, S Koziel - Knowledge-Based Systems, 2023 - Elsevier
Over the recent years, surrogate modeling methods have become increasingly widespread
in the design of contemporary antenna systems. On the one hand, it is associated with a …

Model management for low-computational-budget simulation-based optimization of antenna structures using nature-inspired algorithms

A Pietrenko-Dabrowska, S Koziel - Applied Soft Computing, 2024 - Elsevier
Antenna design has been increasingly reliant on computational tools, specifically, full-wave
electromagnetic (EM) analysis. EM simulations are capable of rendering a reliable …

Low-cost and precise automated re-design of antenna structures using interleaved geometry scaling and gradient-based optimization

A Pietrenko-Dabrowska, S Koziel - Knowledge-Based Systems, 2024 - Elsevier
Abstract Design of contemporary antennas is an intricate endeavor involving multiple
stages, among others, tuning of geometry parameters. In particular, re-designing antennas …