Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Surrogate-Assisted Inverse Modeling for Accelerated Design of Microwave and Antenna Structures

2018/31/B/ST7/02369

Keywords:

inverse modeling surrogate modeling simulation-driven design computer aided design microwave circuits antennas

Descriptors:

  • ST7_3: Simulation engineering and modelling
  • ST7_6: Communication technology, high-frequency technology
  • ST6_12: Scientific computing, simulation and modelling tools

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Politechnika Gdańska, Wydział Elektroniki, Telekomunikacji i Informatyki

woj. pomorskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Sławomir Kozieł 

Number of co-investigators in the project: 4

Call: OPUS 16 - announced on 2018-09-14

Amount awarded: 905 600 PLN

Project start date (Y-m-d): 2019-06-18

Project end date (Y-m-d): 2023-06-17

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Zestaw komputerowy (4 000 PLN)

Information in the final report

  • Publication in academic press/journals (62)
  • Articles in post-conference publications (15)
  1. Accurate modeling of antenna structures by means of domain confinement and pyramidal deep neural networks
    Authors:
    Slawomir Koziel; Nurullah Calik; Peyman Mahouti; Mehmet Ali Belen
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2022, tom: 70, strony: 2174-2188), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2021.3111299 - link to the publication
  2. An innovative antenna array with high inter element isolation for sub-6GHz 5G MIMO communication systems
    Authors:
    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
    Academic press:
    Scientific Reports (rok: 2022, tom: 12, strony: 7907), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-12119-2 - link to the publication
  3. Cost-efficient performance-driven modeling of multi-band antennas by variable-fidelity EM simulations and customized space mapping
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    International Journal of Numerical Modelling Electronic Networks Devices and Fields (rok: 2020, tom: 33, strony: 45304), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2778 - link to the publication
  4. Design of high-performance scattering metasurfaces through optimization-based explicit RCS reduction
    Authors:
    Slawomir Koziel, Muhammad Abdullah; Stanislaw Szczepanski
    Academic press:
    IEEE Access (rok: 2021, tom: 9, strony: 113077-113088), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3104338 - link to the publication
  5. Design-oriented modeling of antenna structures by means of two-level kriging with explicit dimensionality reduction
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 127, strony: 45303), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.aeue.2020.153466 - link to the publication
  6. Inverse modeling and optimization of CSRR-based microwave sensors for industrial applications
    Authors:
    Tanveerul Haq; Slawomir Koziel
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2022, tom: 70, strony: 4796-4804), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2022.3176886 - link to the publication
  7. Low-cost multi-criteria design optimization of compact microwave passives using constrained surrogates and dimensionality reduction
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; M. Al-Hasan
    Academic press:
    International Journal of Numerical Modelling (rok: 2021, tom: 34, strony: e2855), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2855 - link to the publication
  8. On computationally-efficient reference design acquisition for reduced-cost constrained modeling and re-design of compact microwave passives
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 203317-203330), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3036600 - link to the publication
  9. Recent and emerging applications of graphene-based metamaterials in electromagnetics
    Authors:
    M. Esfandiari, A. Lalbakfhsh. P.N. Shehni, S. Jarchi, M.G. Miab, H.N. Mahtaj, S. Reisenfeld, M. Alibakhshikenari, S. Koziel, S. Szczepanski
    Academic press:
    Materials & Design (rok: 2022, tom: 221, strony: 110920), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.matdes.2022.110920 - link to the publication
  10. Tolerance-aware multi-objective optimization of antennas by means of feature-based regression surrogates
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2022, tom: 70, strony: 5636-5646), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2022.3145462 - link to the publication
  11. Uncertainty quantification of additive manufacturing post-fabrication tuning of resonator-based microwave sensors
    Authors:
    S. Koziel, T. Haq
    Academic press:
    Measurement (rok: 2023, tom: 216, strony: 112952), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.measurement.2023.112952 - link to the publication
  12. Wideband highly-selective bandpass filtering branch-line coupler
    Authors:
    Rusan Kumar Barik; Slawomir Koziel; Stanislaw Szczepanski
    Academic press:
    IEEE Access (rok: 2022, tom: 10, strony: 20832-20838), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3152802 - link to the publication
  13. Accelerated design optimization of miniaturized microwave passives by design reusing and kriging interpolation surrogates
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 118, strony: 45299), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.aeue.2020.153165 - link to the publication
  14. Design of frequency-reconfigurable branch-line crossover using rectangular dielectric channels
    Authors:
    R.K. Barik, S. Koziel, E. Bernhardsson
    Academic press:
    IEEE Access (rok: 2023, tom: 11, strony: 38072-38081), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2023.3267486 - link to the publication
  15. Design-oriented two-stage surrogate modeling of miniaturized microstrip circuits with dimensionality reduction
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska, M. Al-Hasan
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 121744-121754), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3006708 - link to the publication
  16. Expedited globalized antenna optimization by principal components and variable-fidelity EM simulations: application to microstrip antenna design
    Authors:
    J.A. Tomasson, A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    Electronics (rok: 2020, tom: 9, strony: 45305), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics9040673 - link to the publication
  17. Fast multi-objective optimization of antenna structures by means of data-driven surrogates and dimensionality reduction
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 183300-183311), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3028911 - link to the publication
  18. High gain/bandwidth off‑chip antenna loaded with metamaterial unit‑cell impedance matching circuit for sub‑terahertz near‑field electronic systems
    Authors:
    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
    Academic press:
    Scientific Reports (rok: 2022, tom: 12, strony: 17893), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-22828-3 - link to the publication
  19. High isolation metamaterial-based dual-band MIMO antenna for 5G millimeter-wave applications
    Authors:
    B.A.F. Esmail, S. Koziel
    Academic press:
    AEU-International Journal of Electronics and Communications (rok: 2023, tom: 158, strony: 154470), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.aeue.2022.154470 - link to the publication
  20. Improved-efficacy EM-driven optimization of antenna structures using adaptive design specifications and variable-resolution models
    Authors:
    Slawomir Koziel , Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2023, tom: 71, strony: 1863-1874), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2023.3234167 - link to the publication
  21. Improved-efficacy optimization of compact microwave passives by means of frequency-related regularization
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska, M. Al-Hasan
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 195317-195326), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3033892 - link to the publication
  22. Nested kriging surrogates for rapid multi-objective optimization of compact microwave components
    Authors:
    A. Pietrenko-Dabrowska and S. Koziel
    Academic press:
    ACES Journal (rok: 2020, tom: 35, strony: 1344-1345), Wydawca: Applied Computational Electromagnetics Society
    Status:
    Published
    DOI:
    10.47037/2020.ACES.J.351141 - link to the publication
  23. On improved-reliability design optimization of high-frequency structures using local search algorithms
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska, P. Plotka
    Academic press:
    IEEE Access (rok: 2022, tom: 10, strony: 90586-90596), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3202019 - link to the publication
  24. Optimization-based robustness enhancement of compact microwave component designs with response feature regression surrogates
    Authors:
    Anna Pietrenko-Dabrowska; Slawomir Koziel
    Academic press:
    Knowledge-Based Systems (rok: 2022, tom: 240, strony: 108161), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2022.108161 - link to the publication
  25. Overview of approaches for compensating inherent metamaterials losses
    Authors:
    B.A.F. Esmail, S. Koziel, S. Szczepanski, H.A. Majid
    Academic press:
    IEEE Access (rok: 2022, tom: 10, strony: 67058-67080), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3185637 - link to the publication
  26. Rapid design optimization and calibration of microwave sensors based on equivalent complementary resonators for high sensitivity and low fabrication tolerance
    Authors:
    T. Haq, S. Koziel
    Academic press:
    Sensors (rok: 2023, tom: 23, strony: 1044), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s23021044 - link to the publication
  27. Rapid redesign of multiband antennas with respect to operating conditions and material parameters of substrate
    Authors:
    Slawomir Koziel Adrian Bekasiewicz
    Academic press:
    Int. Journal Numerical Modeling (rok: 2020, tom: 33, strony: 45300), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2723 - link to the publication
  28. Reliable computationally-efficient behavioral modeling of microwave passives using deep learning surrogates in confined domains
    Authors:
    S. Koziel, N. Calik, P. Mahouti, M.A. Belen
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2023, tom: 71, strony: 956-968), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2022.3218024 - link to the publication
  29. Shielded HMSIW-based self-triplexing antenna with high isolation for WiFi/WLAN/ISM band
    Authors:
    N.C. Pradham, K.S. Subramanian, R.K. Barik, S. Koziel
    Academic press:
    IEEE Trans. Circuits Syst. II, Express Briefs (rok: 2023, tom: 70, strony: 1941-1945), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCSII.2022.3231829 - link to the publication
  30. Accelerated multiobjective design of miniaturized microwave components by means of nested kriging surrogates
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    International Journal of RF and Microwave Computer-Aided Design (rok: 2020, tom: 30, strony: 45302), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.22124 - link to the publication
  31. Design centering of compact microwave components using response features and trust regions
    Authors:
    Anna Pietrenko-Dabrowska; Slawomir Koziel
    Academic press:
    Energies (rok: 2021, tom: 14, strony: 8550), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/en14248550 - link to the publication
  32. Direct constraint control for EM-based miniaturization of microwave passives
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska
    Academic press:
    Scientific Reports (rok: 2022, tom: 12, strony: 13320), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-17661-7 - link to the publication
  33. Fast EM-driven parameter tuning of microwave circuits with sparse sensitivity updates via principal directions
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    Knowledge-Based Systems (rok: 2022, tom: 252, strony: 109388), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2022.109388 - link to the publication
  34. Highly miniaturized self-diplexed U-shaped slot antenna based on shielded QMSIW
    Authors:
    Rusan Kumar Barik; Slawomir Koziel; Qingsha. S. Cheng; Stanislaw Szczepanski
    Academic press:
    IEEE Access (rok: 2021, tom: 9, strony: 158926-158935), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3131174 - link to the publication
  35. Highly-miniaturized dual-mode bandpass filter based on quarter-mode substrate integrated waveguide with wide stopband
    Authors:
    Rusan Kumar Barik; Slawomir Koziel; Stanislaw Szczepanski
    Academic press:
    IEEE Access (rok: 2022, tom: 10, strony: 42163 - 42170), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3168074 - link to the publication
  36. Low-profile interdigitated UHF RFID tag antenna for metallic objects
    Authors:
    F. Erman, D. Mansour, M. Kouali, A. Shabaneh, L. Leifsson, S. Koziel, E.H. Lim, E. Hanafi
    Academic press:
    IEEE Access (rok: 2022, tom: 10, strony: 90915 - 90923), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3201644 - link to the publication
  37. Microfluidic SIW-based tunable self-diplexing antenna for sub-6 GHz band applications
    Authors:
    N.C. Pradhan, M.G. Reddy, K.S. Subramanian, R.K. Barik, S. Koziel, Q.S. Cheng
    Academic press:
    IEEE Trans. Circuits Syst. II, Express Briefs (rok: 2023, tom: 70, strony: 1435-1439), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCSII.2022.3224234 - link to the publication
  38. Overview of metamaterials-integrated antennas for beam manipulation applications: the two decades of progress
    Authors:
    B.A.F. Esmail, S. Koziel, L. Golunski, H.A. Majid, R.K. Barik
    Academic press:
    IEEE Access (rok: 2022, tom: 10, strony: 67096-67116), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3185260 - link to the publication
  39. Overview of planar antenna loading metamaterials for gain performance enhancement: the two decades of progress
    Authors:
    Bashar A. F. Esmail; Slawomir Koziel; Stanislaw Szczepanski
    Academic press:
    IEEE Access (rok: 2022, tom: 10, strony: 27381 - 27403), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3157634 - link to the publication
  40. Performance-driven yield optimization of high-frequency structures by kriging surrogates
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    Applied Sciences (rok: 2022, tom: 12, strony: 3697), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/app12073697 - link to the publication
  41. Surrogate-assisted design of checkerboard metasurface for broadband radar cross-section reduction
    Authors:
    Muhammad Abdullah; Slawomir Koziel
    Academic press:
    IEEE Access (rok: 2021, tom: 9, strony: 46744-46754), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3068011 - link to the publication
  42. Two-stage variable-fidelity modeling of antennas with domain confinement
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel, L. Golunski
    Academic press:
    Scientific Reports (rok: 2022, tom: 12, strony: 17275), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-20495-y - link to the publication
  43. 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
    Authors:
    F. Erman, S. Koziel, and L. Leifsson
    Academic press:
    IEEE Internet of Things Journal (rok: 2023, tom: 10, strony: 14780-14797), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/JIOT.2023.3289198 - link to the publication
  44. Circularly polarized antenna array design with the potential of gain-size trade-off and omnidirectional radiation for millime-ter-wave small base station applications
    Authors:
    Ubaid Ullah, Slawomir Koziel, Anna Pietrenko-Dabrowska
    Academic press:
    Wireless Networks (rok: 2022, tom: 29, strony: 413-422), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11276-022-03134-2 - link to the publication
  45. Cost-efficient surrogate modeling of high-frequency structures using nested kriging with automated adjustment of model domain lateral dimensions
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 121, strony: 45303), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.aeue.2020.153224 - link to the publication
  46. Design of a Coplanar Waveguide-Fed Wideband Compact-Size Circularly Polarized Antenna and polarization-sense alteration
    Authors:
    U. Ullah, S. Koziel, A. Pietrenko-Dabrowska, I. Ben Mabrouk
    Academic press:
    Wireless Networks (rok: 2022, tom: 28, strony: 1797-1804), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11276-022-02943-9 - link to the publication
  47. EM-driven size reduction and multi-criterial optimization of broadband circularly-polarized antennas using Pareto front trav-ersing and design extrapolation
    Authors:
    Ubaid Ullah, Muath Al-Hasan, Slawomir Koziel, Ismail Ben Mabrouk
    Academic press:
    Scientific Reports (rok: 2022, tom: 12, strony: 9877), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-13958-9 - link to the publication
  48. Low-cost data-driven modelling of microwave components using domain confinement and PCA-based dimensionality reduction
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    IET Microwaves, Antennas and Propagation (rok: 2020, tom: 14, strony: 1643-1650), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2020.0101 - link to the publication
  49. Reduced-cost two-level surrogate antenna modeling using domain confinement and response features
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel, Ubaid Ullah
    Academic press:
    Scientific Reports (rok: 2022, tom: 12, strony: 4667), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-08710-2 - link to the publication
  50. Tolerance-Aware Optimization of Microwave Circuits by Means of Principal Directions and Domain-Restricted Metamodels
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; Ubaid Ullah
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2022, tom: 70, strony: 4085-4093), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2022.3193405 - link to the publication
  51. Variable-fidelity modeling of antenna input characteristics using domain confinement and two-stage Gaussian process re-gression surrogates
    Authors:
    J.P. Jacobs, S. Koziel
    Academic press:
    Int. Journal Numerical Modeling (rok: 2020, tom: 33, strony: 45302), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2758 - link to the publication
  52. Accelerated multi-objective design of miniaturized microwave components by means of nested kriging surrogates
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    International Journal of RF and Microwave Computer-Aided Design (rok: 2020, tom: 30, strony: e22124), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.22124 - link to the publication
  53. Antenna modeling using variable-fidelity EM simulations and constrained co-kriging
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 91048-91056), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2993951 - link to the publication
  54. Design of a patch power divider with simple structure and ultra-broadband harmonic suppression
    Authors:
    Saeed Roshani; Slawomir Koziel; Sobhan Roshani; Mohammad Jamshidi; Fariborz Parandin; Stanislaw Szczepanski
    Academic press:
    IEEE Access (rok: 2021, tom: 9, strony: 165734-165744), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3134252 - link to the publication
  55. Design-oriented computationally-efficient feature-based surrogate modelling of multi-band antennas with nested kriging
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 120, strony: 45299), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.aeue.2020.153202 - link to the publication
  56. Frequency-based regularization for improved reliability optimization of antenna structures
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; M. Al-Hasan
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2021, tom: 69, strony: 4246-4251), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2020.3044664 - link to the publication
  57. Implementation of Spatial/Polarization Diversity for Improved-Performance Circularly Polarized Multiple-Input-Multiple-Output Ultra-Wideband Antenna
    Authors:
    Ubaid Ullah; Ismail Ben Mabrouk; Slawomir Koziel; Muath Al-Hasan
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 64112 - 64119), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2984697 - link to the publication
  58. Machine-learning-powered EM-based framework for efficient and reliable design of low scattering metasurfaces
    Authors:
    Slawomir Koziel, Muhammad Abdullah
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2021, tom: 69, strony: 2028-2041), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2021.3061128 - link to the publication
  59. On inadequacy of sequential design of experiments for performance-driven surrogate modeling of antenna input characteristics
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 78417-78426), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2988891 - link to the publication
  60. Rapid design centering of multi-band antennas using knowledge-based inverse models and response features
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    Knowledge-Based Systems (rok: 2022, tom: 252, strony: 109360), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2022.109360 - link to the publication
  61. Rapid yield optimization of miniaturized microwave passives by response features and variable-fidelity EM simulations
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel
    Academic press:
    Scientific Reports (rok: 2022, tom: 12, strony: 22440), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-26562-8 - link to the publication
  62. Surrogate modeling of impedance matching transformers by means of variable-fidelity EM simulations and nested co-kriging
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    International Journal of RF and Microwave Computer-Aided Design (rok: 2020, tom: 30, strony: 45301), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.22268 - link to the publication
  1. Constrained surrogates and dimensionality reduction for low-cost multi-objective optimization of compact microwave components
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; J.W. Bandler
    Conference:
    IEEE MTT-S International Microwave Symposium (IMS) (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 7-25 June
    Status:
    Published
  2. Nested kriging surrogates for rapid multi-objective optimization of compact microwave components
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Conference:
    International Applied Computational Electromagnetics Society Symposium (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 27-31 July
    Status:
    Published
  3. On fast multi-objective optimization of antenna structures using Pareto front triangulation and inverse surrogates
    Authors:
    Anna Pietrenko-Dabrowska; Slawomir Koziel; L. Leifsson
    Conference:
    International Conference on Computational Science (ICCS) (rok: 2021, ), Wydawca: Springer
    Data:
    konferencja 16-18 June
    Status:
    Published
  4. Simulation-Based Miniaturization of Microwave Passive Components with Explicit Equality Constraint Correction
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Conference:
    2022 52nd European Microwave Conference (EuMC) (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 27-29 September 2022
    Status:
    Published
  5. Antenna modeling by nested kriging with automated domain thickness determination
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska, Q.S. Cheng
    Conference:
    IEEE International Conference on Numerical Electromagnetic and Multiphysics Modelling and Optimization (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 7-9 December
    Status:
    Published
  6. Low-cost surrogate modeling of compact microstrip circuits in highly-dimensional parameters spaces using variable-fidelity nested co-kriging
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska, Q.S. Cheng, Z. Zhang
    Conference:
    IEEE International Conference on Numerical Electromagnetic and Multiphysics Modelling and Optimization (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 7-9 December
    Status:
    Published
  7. Rapid microwave design optimization using variable-resolution electromagnetic simulations
    Authors:
    Anna Pietrenko-Dabrowska; Slawomir Koziel
    Conference:
    International Applied Computational Electromagnetics Society Symposium (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 1-5 August
    Status:
    Published
  8. Two-level antenna modeling with domain confinement and explicit dimensionality reduction
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Conference:
    IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI) (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 4-10 Dec.
    Status:
    Published
  9. Computationally efficient performance-driven surrogate modeling of microwave components using principal component analysis
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska, J. W. Bandler
    Conference:
    IEEE/MTT-S International Microwave Symposium (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 4-6 August
    Status:
    Published
  10. Low-cost antenna optimization by means of gradient search and principal components
    Authors:
    J.A. Tomasson, Slawomir Koziel; Anna Pietrenko-Dabrowska; Q.S. Cheng
    Conference:
    International Applied Computational Electromagnetics Society (ACES-China) Symposium (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 28-31 July
    Status:
    Published
  11. Low-cost feature-based tolerance optimization of multi-band antennas
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Conference:
    European Conference on Antennas and Propagation (EuCAP) (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 27 March - 1 April
    Status:
    Published
  12. Robust design of antenna structures by means of domain-confined metamodels
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; M. Al-Hasan
    Conference:
    European Conference on Antennas and Propagation (EuCAP) (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 22-26 March
    Status:
    Published
  13. Warm-start expedited optimization of antenna structures using kriging surrogates and iterative correction scheme
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Conference:
    International Microwave and Radar Conference (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 5-8 October
    Status:
    Published
  14. EM-driven tolerance optimization of compact microwave components using response feature surrogates
    Authors:
    Anna Pietrenko-Dabrowska; Slawomir Koziel; John W. Bandler; Jose E. Rayas-Sanchez
    Conference:
    IEEE/MTT-S International Microwave Symposium - IMS 2022 (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 19-24 June
    Status:
    Published
  15. Low-cost behavioral modeling of antennas by dimensionality reduction and domain confinement
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel, L. Leifsson
    Conference:
    International Conference of Computational Science (ICCS) (rok: 2023, ), Wydawca: Springer
    Data:
    konferencja 3-5 July
    Status:
    Published

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