Accelerated multi-objective design of miniaturized microwave components by means of nested kriging surrogates
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
International Journal of RF and Microwave Computer-Aided Design (rok: 2020, tom: 30, strony: e22124), Wydawca: Wiley
Design centering of compact microwave components using response features and trust regions
Autorzy:
Anna Pietrenko-Dabrowska; Slawomir Koziel
Czasopismo:
Energies (rok: 2021, tom: 14, strony: 8550), Wydawca: MDPI
Design of a Coplanar Waveguide-Fed Wideband Compact-Size Circularly Polarized Antenna and polarization-sense alteration
Autorzy:
U. Ullah, S. Koziel, A. Pietrenko-Dabrowska, I. Ben Mabrouk
Czasopismo:
Wireless Networks (rok: 2022, tom: 28, strony: 1797-1804), Wydawca: Springer
Design-oriented two-stage surrogate modeling of miniaturized microstrip circuits with dimensionality reduction
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska, M. Al-Hasan
Czasopismo:
IEEE Access (rok: 2020, tom: 8, strony: 121744-121754), Wydawca: IEEE
Highly-miniaturized dual-mode bandpass filter based on quarter-mode substrate integrated waveguide with wide stopband
Autorzy:
Rusan Kumar Barik; Slawomir Koziel; Stanislaw Szczepanski
Czasopismo:
IEEE Access (rok: 2022, tom: 10, strony: 42163 - 42170), Wydawca: IEEE
On computationally-efficient reference design acquisition for reduced-cost constrained modeling and re-design of compact microwave passives
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska
Czasopismo:
IEEE Access (rok: 2020, tom: 8, strony: 203317-203330), Wydawca: IEEE
On improved-reliability design optimization of high-frequency structures using local search algorithms
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska, P. Plotka
Czasopismo:
IEEE Access (rok: 2022, tom: 10, strony: 90586-90596), Wydawca: IEEE
Optimization-based robustness enhancement of compact microwave component designs with response feature regression surrogates
Autorzy:
Anna Pietrenko-Dabrowska; Slawomir Koziel
Czasopismo:
Knowledge-Based Systems (rok: 2022, tom: 240, strony: 108161), Wydawca: Elsevier
Performance-driven yield optimization of high-frequency structures by kriging surrogates
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska
Czasopismo:
Applied Sciences (rok: 2022, tom: 12, strony: 3697), Wydawca: MDPI
Rapid design optimization and calibration of microwave sensors based on equivalent complementary resonators for high sensitivity and low fabrication tolerance
Autorzy:
T. Haq, S. Koziel
Czasopismo:
Sensors (rok: 2023, tom: 23, strony: 1044), Wydawca: MDPI
Rapid redesign of multiband antennas with respect to operating conditions and material parameters of substrate
Autorzy:
Slawomir Koziel Adrian Bekasiewicz
Czasopismo:
Int. Journal Numerical Modeling (rok: 2020, tom: 33, strony: 45300), Wydawca: Wiley
Reliable computationally-efficient behavioral modeling of microwave passives using deep learning surrogates in confined domains
Autorzy:
S. Koziel, N. Calik, P. Mahouti, M.A. Belen
Czasopismo:
IEEE Transactions on Microwave Theory and Techniques (rok: 2023, tom: 71, strony: 956-968), Wydawca: IEEE
Uncertainty quantification of additive manufacturing post-fabrication tuning of resonator-based microwave sensors
Autorzy:
S. Koziel, T. Haq
Czasopismo:
Measurement (rok: 2023, tom: 216, strony: 112952), Wydawca: Elsevier
Variable-fidelity modeling of antenna input characteristics using domain confinement and two-stage Gaussian process re-gression surrogates
Autorzy:
J.P. Jacobs, S. Koziel
Czasopismo:
Int. Journal Numerical Modeling (rok: 2020, tom: 33, strony: 45302), Wydawca: Wiley
Accelerated multiobjective design of miniaturized microwave components by means of nested kriging surrogates
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
International Journal of RF and Microwave Computer-Aided Design (rok: 2020, tom: 30, strony: 45302), Wydawca: Wiley
Design of frequency-reconfigurable branch-line crossover using rectangular dielectric channels
Autorzy:
R.K. Barik, S. Koziel, E. Bernhardsson
Czasopismo:
IEEE Access (rok: 2023, tom: 11, strony: 38072-38081), Wydawca: IEEE
Design-oriented computationally-efficient feature-based surrogate modelling of multi-band antennas with nested kriging
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska
Czasopismo:
AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 120, strony: 45299), Wydawca: Elsevier
Design-oriented modeling of antenna structures by means of two-level kriging with explicit dimensionality reduction
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska
Czasopismo:
AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 127, strony: 45303), Wydawca: Elsevier
Frequency-based regularization for improved reliability optimization of antenna structures
Autorzy:
Slawomir Koziel; Anna Pietrenko-Dabrowska; M. Al-Hasan
Czasopismo:
IEEE Transactions on Antennas and Propagation (rok: 2021, tom: 69, strony: 4246-4251), Wydawca: IEEE
Improved-efficacy EM-driven optimization of antenna structures using adaptive design specifications and variable-resolution models
Autorzy:
Slawomir Koziel , Anna Pietrenko-Dabrowska
Czasopismo:
IEEE Transactions on Antennas and Propagation (rok: 2023, tom: 71, strony: 1863-1874), Wydawca: IEEE
Inverse modeling and optimization of CSRR-based microwave sensors for industrial applications
Autorzy:
Tanveerul Haq; Slawomir Koziel
Czasopismo:
IEEE Transactions on Microwave Theory and Techniques (rok: 2022, tom: 70, strony: 4796-4804), Wydawca: IEEE
Low-cost multi-criteria design optimization of compact microwave passives using constrained surrogates and dimensionality reduction
Autorzy:
Slawomir Koziel; Anna Pietrenko-Dabrowska; M. Al-Hasan
Czasopismo:
International Journal of Numerical Modelling (rok: 2021, tom: 34, strony: e2855), Wydawca: Wiley
Low-profile interdigitated UHF RFID tag antenna for metallic objects
Autorzy:
F. Erman, D. Mansour, M. Kouali, A. Shabaneh, L. Leifsson, S. Koziel, E.H. Lim, E. Hanafi
Czasopismo:
IEEE Access (rok: 2022, tom: 10, strony: 90915 - 90923), Wydawca: IEEE
Machine-learning-powered EM-based framework for efficient and reliable design of low scattering metasurfaces
Autorzy:
Slawomir Koziel, Muhammad Abdullah
Czasopismo:
IEEE Transactions on Microwave Theory and Techniques (rok: 2021, tom: 69, strony: 2028-2041), Wydawca: IEEE
Nested kriging surrogates for rapid multi-objective optimization of compact microwave components
Autorzy:
A. Pietrenko-Dabrowska and S. Koziel
Czasopismo:
ACES Journal (rok: 2020, tom: 35, strony: 1344-1345), Wydawca: Applied Computational Electromagnetics Society
Overview of metamaterials-integrated antennas for beam manipulation applications: the two decades of progress
Autorzy:
B.A.F. Esmail, S. Koziel, L. Golunski, H.A. Majid, R.K. Barik
Czasopismo:
IEEE Access (rok: 2022, tom: 10, strony: 67096-67116), Wydawca: IEEE
Rapid design centering of multi-band antennas using knowledge-based inverse models and response features
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska
Czasopismo:
Knowledge-Based Systems (rok: 2022, tom: 252, strony: 109360), Wydawca: Elsevier
Recent and emerging applications of graphene-based metamaterials in electromagnetics
Autorzy:
M. Esfandiari, A. Lalbakfhsh. P.N. Shehni, S. Jarchi, M.G. Miab, H.N. Mahtaj, S. Reisenfeld, M. Alibakhshikenari, S. Koziel, S. Szczepanski
Czasopismo:
Materials & Design (rok: 2022, tom: 221, strony: 110920), Wydawca: Elsevier
Surrogate-assisted design of checkerboard metasurface for broadband radar cross-section reduction
Autorzy:
Muhammad Abdullah; Slawomir Koziel
Czasopismo:
IEEE Access (rok: 2021, tom: 9, strony: 46744-46754), Wydawca: IEEE
Tolerance-Aware Optimization of Microwave Circuits by Means of Principal Directions and Domain-Restricted Metamodels
Autorzy:
Slawomir Koziel; Anna Pietrenko-Dabrowska; Ubaid Ullah
Czasopismo:
IEEE Transactions on Microwave Theory and Techniques (rok: 2022, tom: 70, strony: 4085-4093), Wydawca: IEEE
Cost-efficient performance-driven modeling of multi-band antennas by variable-fidelity EM simulations and customized space mapping
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
International Journal of Numerical Modelling Electronic Networks Devices and Fields (rok: 2020, tom: 33, strony: 45304), Wydawca: Wiley
Design of a patch power divider with simple structure and ultra-broadband harmonic suppression
Autorzy:
Saeed Roshani; Slawomir Koziel; Sobhan Roshani; Mohammad Jamshidi; Fariborz Parandin; Stanislaw Szczepanski
Czasopismo:
IEEE Access (rok: 2021, tom: 9, strony: 165734-165744), Wydawca: IEEE
Direct constraint control for EM-based miniaturization of microwave passives
Autorzy:
Slawomir Koziel, Anna Pietrenko-Dabrowska
Czasopismo:
Scientific Reports (rok: 2022, tom: 12, strony: 13320), Wydawca: Nature
EM-driven size reduction and multi-criterial optimization of broadband circularly-polarized antennas using Pareto front trav-ersing and design extrapolation
Autorzy:
Ubaid Ullah, Muath Al-Hasan, Slawomir Koziel, Ismail Ben Mabrouk
Czasopismo:
Scientific Reports (rok: 2022, tom: 12, strony: 9877), Wydawca: Nature
Fast multi-objective optimization of antenna structures by means of data-driven surrogates and dimensionality reduction
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska
Czasopismo:
IEEE Access (rok: 2020, tom: 8, strony: 183300-183311), Wydawca: IEEE
High gain/bandwidth off‑chip antenna loaded with metamaterial unit‑cell impedance matching circuit for sub‑terahertz near‑field electronic systems
Autorzy:
Mohammad Alibakhshikenari1, Bal S. Virdee, Dion Mariyanayagam, Valeria Vadalà, Mohammad Naser‑Moghadasi, Chan H. See, Iyad Dayoub, Sonia Aïssa, Patrizia Livreri, Shah Nawaz Burokur, Anna Pietrenko‑Dabrowska, Francisco Falcone, Slawomir Koziel, Ernesto Limiti
Czasopismo:
Scientific Reports (rok: 2022, tom: 12, strony: 17893), Wydawca: Nature
Highly miniaturized self-diplexed U-shaped slot antenna based on shielded QMSIW
Autorzy:
Rusan Kumar Barik; Slawomir Koziel; Qingsha. S. Cheng; Stanislaw Szczepanski
Czasopismo:
IEEE Access (rok: 2021, tom: 9, strony: 158926-158935), Wydawca: IEEE
Implementation of Spatial/Polarization Diversity for Improved-Performance Circularly Polarized Multiple-Input-Multiple-Output Ultra-Wideband Antenna
Autorzy:
Ubaid Ullah; Ismail Ben Mabrouk; Slawomir Koziel; Muath Al-Hasan
Czasopismo:
IEEE Access (rok: 2020, tom: 8, strony: 64112 - 64119), Wydawca: IEEE
Overview of planar antenna loading metamaterials for gain performance enhancement: the two decades of progress
Autorzy:
Bashar A. F. Esmail; Slawomir Koziel; Stanislaw Szczepanski
Czasopismo:
IEEE Access (rok: 2022, tom: 10, strony: 27381 - 27403), Wydawca: IEEE
Accelerated design optimization of miniaturized microwave passives by design reusing and kriging interpolation surrogates
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 118, strony: 45299), Wydawca: Elsevier
Accurate modeling of antenna structures by means of domain confinement and pyramidal deep neural networks
Autorzy:
Slawomir Koziel; Nurullah Calik; Peyman Mahouti; Mehmet Ali Belen
Czasopismo:
IEEE Transactions on Antennas and Propagation (rok: 2022, tom: 70, strony: 2174-2188), Wydawca: IEEE
Antenna modeling using variable-fidelity EM simulations and constrained co-kriging
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
IEEE Access (rok: 2020, tom: 8, strony: 91048-91056), Wydawca: IEEE
Cost-efficient surrogate modeling of high-frequency structures using nested kriging with automated adjustment of model domain lateral dimensions
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 121, strony: 45303), Wydawca: Elsevier
High isolation metamaterial-based dual-band MIMO antenna for 5G millimeter-wave applications
Autorzy:
B.A.F. Esmail, S. Koziel
Czasopismo:
AEU-International Journal of Electronics and Communications (rok: 2023, tom: 158, strony: 154470), Wydawca: Elsevier
Improved-efficacy optimization of compact microwave passives by means of frequency-related regularization
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska, M. Al-Hasan
Czasopismo:
IEEE Access (rok: 2020, tom: 8, strony: 195317-195326), Wydawca: IEEE
Rapid yield optimization of miniaturized microwave passives by response features and variable-fidelity EM simulations
Autorzy:
Anna Pietrenko-Dabrowska, Slawomir Koziel
Czasopismo:
Scientific Reports (rok: 2022, tom: 12, strony: 22440), Wydawca: Nature
Surrogate modeling of impedance matching transformers by means of variable-fidelity EM simulations and nested co-kriging
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
International Journal of RF and Microwave Computer-Aided Design (rok: 2020, tom: 30, strony: 45301), Wydawca: Wiley
Tolerance-aware multi-objective optimization of antennas by means of feature-based regression surrogates
Autorzy:
Slawomir Koziel; Anna Pietrenko-Dabrowska
Czasopismo:
IEEE Transactions on Antennas and Propagation (rok: 2022, tom: 70, strony: 5636-5646), Wydawca: IEEE
Two-stage variable-fidelity modeling of antennas with domain confinement
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel, L. Golunski
Czasopismo:
Scientific Reports (rok: 2022, tom: 12, strony: 17275), Wydawca: Nature
Wideband highly-selective bandpass filtering branch-line coupler
Autorzy:
Rusan Kumar Barik; Slawomir Koziel; Stanislaw Szczepanski
Czasopismo:
IEEE Access (rok: 2022, tom: 10, strony: 20832-20838), Wydawca: IEEE
An innovative antenna array with high inter element isolation for sub-6GHz 5G MIMO communication systems
Autorzy:
Mohammad Alibakhshikenari, Bal S. Virdee, Harry Benetatos, Esraa Mousa Ali, Mohammad Soruri, Mariana Dalarsson, Mohammad Naser-Moghadasi, Chan Hwang See, Anna Pietrenko-Dabrowska, Slawomir Koziel, Stanislaw Szczepanski, Ernesto Limiti
Czasopismo:
Scientific Reports (rok: 2022, tom: 12, strony: 7907), Wydawca: Nature
Broadband/dual-band metal-mountable uhf RFID tag antennas: A systematic review. Taxonomy analysis, standards of seamless RFID system operation, supporting IoT implementations, recommendations and future directions
Autorzy:
F. Erman, S. Koziel, and L. Leifsson
Czasopismo:
IEEE Internet of Things Journal (rok: 2023, tom: 10, strony: 14780-14797), Wydawca: IEEE
Circularly polarized antenna array design with the potential of gain-size trade-off and omnidirectional radiation for millime-ter-wave small base station applications
Autorzy:
Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska
Czasopismo:
Wireless Networks (rok: 2022, tom: 29, strony: 413-422), Wydawca: Springer
Design of high-performance scattering metasurfaces through optimization-based explicit RCS reduction
Autorzy:
Slawomir Koziel, Muhammad Abdullah; Stanislaw Szczepanski
Czasopismo:
IEEE Access (rok: 2021, tom: 9, strony: 113077-113088), Wydawca: IEEE
Expedited globalized antenna optimization by principal components and variable-fidelity EM simulations: application to microstrip antenna design
Autorzy:
J.A. Tomasson, A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
Electronics (rok: 2020, tom: 9, strony: 45305), Wydawca: MDPI
Fast EM-driven parameter tuning of microwave circuits with sparse sensitivity updates via principal directions
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
Knowledge-Based Systems (rok: 2022, tom: 252, strony: 109388), Wydawca: Elsevier
Low-cost data-driven modelling of microwave components using domain confinement and PCA-based dimensionality reduction
Autorzy:
S. Koziel, A. Pietrenko-Dabrowska
Czasopismo:
IET Microwaves, Antennas and Propagation (rok: 2020, tom: 14, strony: 1643-1650), Wydawca: IET
Microfluidic SIW-based tunable self-diplexing antenna for sub-6 GHz band applications
Autorzy:
N.C. Pradhan, M.G. Reddy, K.S. Subramanian, R.K. Barik, S. Koziel, Q.S. Cheng
Czasopismo:
IEEE Trans. Circuits Syst. II, Express Briefs (rok: 2023, tom: 70, strony: 1435-1439), Wydawca: IEEE
On inadequacy of sequential design of experiments for performance-driven surrogate modeling of antenna input characteristics
Autorzy:
A. Pietrenko-Dabrowska, S. Koziel
Czasopismo:
IEEE Access (rok: 2020, tom: 8, strony: 78417-78426), Wydawca: IEEE
Overview of approaches for compensating inherent metamaterials losses
Autorzy:
B.A.F. Esmail, S. Koziel, S. Szczepanski, H.A. Majid
Czasopismo:
IEEE Access (rok: 2022, tom: 10, strony: 67058-67080), Wydawca: IEEE
Reduced-cost two-level surrogate antenna modeling using domain confinement and response features
Autorzy:
Anna Pietrenko-Dabrowska, Slawomir Koziel, Ubaid Ullah
Czasopismo:
Scientific Reports (rok: 2022, tom: 12, strony: 4667), Wydawca: Nature
Shielded HMSIW-based self-triplexing antenna with high isolation for WiFi/WLAN/ISM band
Autorzy:
N.C. Pradham, K.S. Subramanian, R.K. Barik, S. Koziel
Czasopismo:
IEEE Trans. Circuits Syst. II, Express Briefs (rok: 2023, tom: 70, strony: 1941-1945), Wydawca: IEEE