Optimal design of multilayer radar absorbing materials: a simulation-optimization approach

H Yao, J Yang, H Li, J Xu, K Bi - Advanced Composites and Hybrid …, 2023 - Springer
Multilayer radar absorbing materials with light weight, strong absorption, and wide
absorption bandwidth are urgently demanded with the increase of electromagnetic pollution …

Recent advances in accelerated multi-objective design of high-frequency structures using knowledge-based constrained modeling approach

S Koziel, A Pietrenko-Dabrowska - Knowledge-Based Systems, 2021 - Elsevier
Abstract Design automation, including reliable optimization of engineering systems, is of
paramount importance for both academia and industry. This includes the design of high …

Accurate modeling of antenna structures by means of domain confinement and pyramidal deep neural networks

S Koziel, N Çalık, P Mahouti… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The importance of surrogate modeling techniques has been gradually increasing in the
design of antenna structures over the recent years. Perhaps the most important reason is a …

Develo** a secure image encryption technique using a novel S-box constructed through real-coded genetic algorithm's crossover and mutation operators

D Ustun, S Sahinkaya, N Atli - Expert Systems with Applications, 2024 - Elsevier
The objective of this study is to craft a novel S-Box tailored to stringent security standards,
achieved through iterative application of crossover and mutation operators inherent to real …

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 …

Constrained multi-objective optimization of compact microwave circuits by design triangulation and pareto front interpolation

S Koziel, A Pietrenko-Dabrowska - European Journal of Operational …, 2022 - Elsevier
Abstract Development of microwave components is an inherently multi-objective task. This is
especially pertinent to the design closure stage, ie, final adjustment of geometry and/or …

Multiobjective optimization of coding metamaterial for low-profile and broadband microwave absorber

S Liu, C Pei, L Khan, H Wang… - IEEE Antennas and …, 2023 - ieeexplore.ieee.org
The design of a multilayer coding metamaterial absorber (MCMMA) is a multiobjective
problem for maximizing the electromagnetic absorption bandwidth (EAB) and minimizing the …

Global miniaturization of broadband antennas by prescreening and machine learning

S Koziel, A Pietrenko-Dabrowska, U Ullah - Scientific Reports, 2024 - nature.com
The development of contemporary electronic components, particularly antennas, places
significant emphasis on miniaturization. This trend is driven by the emergence of …

Accelerated gradient-based optimization of antenna structures using multifidelity simulations and convergence-based model management scheme

S Koziel, A Pietrenko-Dabrowska - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The importance of numerical optimization has been steadily growing in the design of
contemporary antenna structures. The primary reason is the increasing complexity of …

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 …