Fast redesign and geometry scaling of multiband antennas using inverse surrogate modeling techniques

S Koziel, A Bekasiewicz - International Journal of Numerical …, 2018 - Wiley Online Library
Redesign of antenna structures for various operating conditions or substrate parameters is a
practically important problem in antenna engineering. At the same time, it is challenging …

Rapid dimension scaling of dual-band antennas using variable-fidelity EM models and inverse surrogates

S Koziel, A Bekasiewicz - Journal of Electromagnetic Waves and …, 2017 - Taylor & Francis
Computationally, efficient scaling of geometry parameters that allows finding the structure
dimensions for various operating frequencies is important to expedite the antenna design …

Low-cost surrogate modeling for rapid design optimization of antenna structures

S Koziel, A Bekasiewicz - 2017 11th European Conference on …, 2017 - ieeexplore.ieee.org
Availability of fast yet reliable replacement models (also referred to as surrogates) is
essential to reduce the computational cost of antenna design process. Unfortunately …

Model management for cost-efficient surrogate-based optimisation of antennas using variable-fidelity electromagnetic simulations

S Koziel, S Ogurtsov - IET Microwaves, Antennas & Propagation, 2012 - IET
Electromagnetic (EM) simulation has become an important tool in the design of
contemporary antenna structures. However, accurate simulations of realistic antenna …

Triangulation-based constrained surrogate modeling of antennas

S Koziel, AT Sigurðsson - IEEE Transactions on Antennas and …, 2018 - ieeexplore.ieee.org
Design of contemporary antenna structures is heavily based on full-wave electromagnetic
(EM) simulation tools. They provide accuracy but are CPU intensive. Reduction of EM-driven …

On reduced-cost design-oriented constrained surrogate modeling of antenna structures

S Koziel, A Bekasiewicz - IEEE Antennas and Wireless …, 2017 - ieeexplore.ieee.org
Design of contemporary antenna structures heavily relies on full-wave electromagnetic
simulation models. Such models are essential to ensure reliability of evaluating antenna …

Antenna design using variable-fidelity electromagnetic simulations

S Koziel, S Ogurtsov - International Journal of Applied …, 2013 - content.iospress.com
Abstract Design optimization of antennas is challenging, in most cases it involves
electromagnetic (EM) simulations. High-fidelity simulation is computationally expensive and …

Low-cost data-driven surrogate modeling of antenna structures by constrained sampling

S Koziel - IEEE Antennas and Wireless Propagation Letters, 2016 - ieeexplore.ieee.org
Full-wave electromagnetic analysis has become one of the major design tools for
contemporary antenna structures. Although reliable, it is computationally expensive, which …

Two-stage variable-fidelity modeling of antennas with domain confinement

A Pietrenko-Dabrowska, S Koziel, L Golunski - Scientific Reports, 2022 - nature.com
Surrogate modeling has become the method of choice in solving an increasing number of
antenna design tasks, especially those involving expensive full-wave electromagnetic (EM) …

Computationally efficient design optimization of wideband planar antennas using Cauchy approximation and space mapping

S Koziel, S Ogurtsov, MH Bakr - Microwave and Optical …, 2011 - Wiley Online Library
Computationally efficient simulation‐driven design of ultra‐wideband planar antennas is
presented using Cauchy‐based surrogate models of the coarsely‐discretized antenna …