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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Automated design and low-cost topology/geometry optimization of compact antennas

2017/27/B/ST7/00563

Keywords:

surrogate-based optimization simulation-driven design small antennas computer aided design wideband antennas multi-band 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: 5

Call: OPUS 14 - announced on 2017-09-15

Amount awarded: 828 800 PLN

Project start date (Y-m-d): 2018-06-29

Project end date (Y-m-d): 2021-11-28

Project duration:: 41 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 (8 000 PLN)
  2. Jednostka do wykonywania złożonych symulacji numerycznych (20 000 PLN)

Information in the final report

  • Publication in academic press/journals (47)
  • Articles in post-conference publications (18)
  1. Compact 4 × 4 butler matrix with non-standard phase differences for IoT applications
    Authors:
    A. Bekasiewicz S. Koziel
    Academic press:
    Electronics Letters (rok: 2021, tom: 57, strony: 387-389), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/ell2.12143 - link to the publication
  2. Low-Cost Unattended Design of Miniaturized 4 × 4 Butler Matrices with Nonstandard Phase Differences
    Authors:
    Adrian Bekasiewicz, Slawomir Koziel
    Academic press:
    Sensors (rok: 2021, tom: 21, strony: 45314), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s21030851 - link to the publication
  3. Low-cost surrogate modeling of miniaturized microwave components using nested kriging
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    ACES Journal (rok: 2020, tom: 35, strony: 1346-1347), Wydawca: ACES
    Status:
    Published
    DOI:
    10.47037/2020.ACES.J.351142 - link to the publication
  4. Nested kriging with variable domain thickness for rapid surrogate modeling and design optimization of antennas
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    Electronics (rok: 2020, tom: 9, strony: 45310), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics9101621 - link to the publication
  5. Normalized partial scattering cross section for performance evaluation of low-observability scattering structures
    Authors:
    M. Abdullah S. Koziel S. Szczepanski
    Academic press:
    Electronics (rok: 2021, tom: 10, strony: 45302), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics10151731 - link to the publication
  6. Reliable data-driven modeling of high-frequency structures by means of nested kriging with enhanced design of experiments
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    Engineering Computations (rok: 2019, tom: 36, strony: 2293-2308), Wydawca: Emerald Publishing
    Status:
    Published
    DOI:
    10.1108/EC-02-2019-0054 - link to the publication
  7. Series-slot-fed circularly polarized multiple-input–multiple-output antenna array enabling circular polarization diversity for 5G 28 GHz indoor applications
    Authors:
    U. Ullah, M. Al-Hasan, S. Koziel I. B. Mabrouk
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2021, tom: 69, strony: 5607-5616), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2021.3066247 - link to the publication
  8. Variable-fidelity response feature surrogates for accelerated statistical analysis and yield estimation of compact microwave components
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IET Microwaves, Antennas & Propagation (rok: 2019, tom: 13, strony: 2539-2543), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2019.0065 - link to the publication
  9. Fast and reliable knowledge-based design closure of antennas by means of iterative prediction-correction scheme
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    Engineering Computations (rok: 2021, ), Wydawca: Emerald
    Status:
    Accepted for publication
    DOI:
    10.1108/EC-10-2020-0600 - link to the publication
  10. Circular polarization diversity implementation for correlation reduction in wideband low-cost multiple-input-multiple-output antenna
    Authors:
    U. Ullah, M. Al-Hasan, S. Koziel I. B. Mabrouk
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 95585-95593), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2995723 - link to the publication
  11. Expedited feature-based quasi-global optimization of multi-band antennas with Jacobian variability tracking
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 83907-83915), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2992134 - link to the publication
  12. Optimization-based antenna miniaturization using adaptively adjusted penalty factors
    Authors:
    M. Mahrokh S. Koziel
    Academic press:
    Electronics (rok: 2021, tom: 10, strony: 45307), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics10151751 - link to the publication
  13. Rapid re-design and bandwidth/size trade-offs for compact wideband circular polarization antennas using inverse surro-gates and fast EM-based parameter tuning
    Authors:
    U. Ullah, S. Koziel, I.B. Mabrouk
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2019, tom: 68, strony: 81-89), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2019.2935817 - link to the publication
  14. Recent advances in high frequency modeling by means of domain confinement and nested kriging
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 189326-189342), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3031369 - link to the publication
  15. A framework for accelerated optimization of antennas using design database and initial parameter set estimation
    Authors:
    S. Koziel A. Bekasiewicz
    Academic press:
    Engineering Computations (rok: 2020, tom: 37, strony: 2487-2500), Wydawca: Emerald
    Status:
    Published
    DOI:
    10.1108/EC-06-2019-0267 - link to the publication
  16. Accelerated re-design of antenna structures using sensitivity-based inverse surrogates
    Authors:
    Slawomir Koziel; Adrian Bekasiewicz
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 75154-75162), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2987359 - link to the publication
  17. Computationally-efficient design optimization of antennas by accelerated gradient search with sensitivity and design change monitoring
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    IET Microwaves Antennas and Propagation (rok: 2020, tom: 14, strony: 165-170), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2019.0358 - link to the publication
  18. Cost-Efficient EM-Driven Size Reduction of Antenna Structures by Multi-Fidelity Simulation Models
    Authors:
    A. Pietrenko-Dabrowska S. Koziel
    Academic press:
    Electronics (rok: 2021, tom: 10, strony: 1536), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics10131536 - link to the publication
  19. Design of a compact planar transmission line for miniaturized rat-race coupler with harmonics suppression
    Authors:
    A. LALBAKHSH G. MOHAMADPOUR S. ROSHANI M. AMI S. ROSHANI A.S.M SAYEM M. ALIBAKHSHIKENARI S. KOZIEL
    Academic press:
    IEEE Access (rok: 2021, tom: 9, strony: 129207-129217), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3112237 - link to the publication
  20. Kriging metamodels and design re-utilization for fast parameter tuning of antenna structures
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    International Journal of Numerical Modelling Electronic Networks, Devices and Fields (rok: 2020, tom: 34, strony: e02811), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2811 - link to the publication
  21. Recent advances in accelerated multi-objective design of high-frequency structures using knowledge-based constrained modeling approach
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    Knowledge-Based Systems (rok: 2021, tom: 214, strony: 106726), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2020.106726 - link to the publication
  22. Recent advances in performance-driven surrogate modeling of high-frequency structures
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    International Journal of Numerical Modeling, Electronic Netrowks, Devices and Fields (rok: 2020, tom: 33, strony: e2706), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2706 - link to the publication
  23. Reliable surrogate modeling of antenna input characteristics by means of domain confinement and principal components
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Academic press:
    Electronics (rok: 2020, tom: 9, strony: 45307), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics9050877 - link to the publication
  24. A Novel Coplanar-Strip-Based Excitation Technique for Design of Broadband Circularly Polarization Antennas With Wide 3 dB Axial Ratio Beamwidth
    Authors:
    U. Ullah, S. Koziel
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2019, tom: 67, strony: 4224-4229), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2019.2908114 - link to the publication
  25. A compact circularly polarized antenna with directional pattern for wearable off-body communications
    Authors:
    U. Ullah, I.B. Mabrouk, S. Koziel
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2019, tom: 18, strony: 2523-2527), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2019.2942147 - link to the publication
  26. A conformal circularly polarized series-fed microstrip antenna array design
    Authors:
    S. Ogurtsov S. Koziel
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2020, tom: 68, strony: 873-881), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2019.2943326 - link to the publication
  27. A conformal circularly polarized series-fed microstrip antenna array design
    Authors:
    S. Ogurtsov, S. Koziel
    Academic press:
    IEEE Transactions on Antennas and Propagation (rok: 2019, tom: 68, strony: 873-881), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2019.2943326 - link to the publication
  28. A series inclined slot-fed circularly polarized antenna for 5G 28 GHz applications
    Authors:
    U. Ullah, M. Al-Hasan, S. Koziel I. B. Mabrouk
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2021, tom: 20, strony: 351-355), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2021.3049901 - link to the publication
  29. A simple-topology compact broadband circularly polarized antenna with unidirectional radiation pattern
    Authors:
    [7]U. Ullah, S. Koziel, I.B. Mabrouk
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2019, tom: 18, strony: 2612-2616), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2019.2945543 - link to the publication
  30. Antenna modeling using variable-fidelity EM simulations and constrained co-kriging
    Authors:
    A. Pietrenko-Dabrowska S. Koziel
    Academic press:
    IEEE Access (rok: 2020, tom: 9, strony: 91048-91056), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2993951 - link to the publication
  31. Circular Polarization Diversity Implementation for Correlation Reduction in Wideband Low-Cost Multiple-Input-Multiple-Output Antenna
    Authors:
    Ubaid Ullah; Muath Al-Hasan; Slawomir Koziel; Ismail Ben Mabrouk
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 95585 - 95593), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2995723 - link to the publication
  32. Enhanced-performance circularly polarized MIMO antenna with polarization/pattern diversity
    Authors:
    [8]U. Ullah, I.B. Mabrouk, S. Koziel
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 11887-11895), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2966052 - link to the publication
  33. Rapid tolerance-aware design of miniaturized microwave passives by means of confined-domain surrogates
    Authors:
    A. Pietrenko-Dabrowska
    Academic press:
    International Journal of Numerical Modelling: Electronic Networks, Devices and Fields (rok: 2020, tom: 33, strony: 45302), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2779 - link to the publication
  34. Supervised-learning-based development of multibit RCS-reduced coding metasurfaces
    Authors:
    M. Abdullah S. Koziel
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2022, tom: 70, strony: 264-274), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2021.3105677 - link to the publication
  35. A Series-Inclined-Slot-Fed Circularly Polarized Antenna for 5G 28-GHz Applications
    Authors:
    Ubaid Ullah; Muath Al-Hasan; Slawomir Koziel; Ismail Ben Mabrouk
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2021, tom: 10, strony: 45296), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2021.3049901 - link to the publication
  36. A framework for accelerated optimization of antennas using design database and initial parameter set estimation
    Authors:
    Slawomir Koziel, Adrian Bekasiewicz
    Academic press:
    Engineering Computations (rok: 2020, tom: 37, strony: 2487-2500), Wydawca: Emerald
    Status:
    Published
    DOI:
    10.1108/EC-06-2019-0267 - link to the publication
  37. A geometrically simple compact wideband circularly polarized antenna
    Authors:
    U. Ullah, S. Koziel
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2019, tom: 18, strony: 1179-1183), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2019.2911902 - link to the publication
  38. Constrained optimization for generating gain-bandwidth design trade-offs of wideband unidirectional antennas
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IET Microwaves, Antennas & Propagation (rok: 2019, tom: 13, strony: 1017-1022), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2018.5981 - link to the publication
  39. Cost-efficient bi-layer modeling of antenna input characteristics using gradient kriging surrogates
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel and M. Al-Hasan
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 140831-140839), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3013616 - link to the publication
  40. Enhanced-performance circularly polarized MIMO antenna with polarization/pattern diversity
    Authors:
    U. Ullah I. B. Mabrouk S. Koziel
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 11887-11895), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2966052 - link to the publication
  41. Expedited yield optimization of narrow- and multi-band antennas using performance-driven surrogates
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel, M. Al-Hasan
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 143104-143113), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.3013985 - link to the publication
  42. Explicit size-reduction of circularly polarized antennas through constrained optimization with penalty factor adjustment
    Authors:
    M. Mahrokh S. Koziel
    Academic press:
    IEEE Access (rok: 2021, tom: 9, strony: 132390-132396), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3114996 - link to the publication
  43. Fast tolerance-aware design optimization of miniaturized microstrip couplers using variable-fidelity EM simulations and response features
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Engineering Computations (rok: 2019, tom: 36, strony: 2983-2995), Wydawca: Emerald Publishing
    Status:
    Published
    DOI:
    10.1108/EC-01-2019-0029 - link to the publication
  44. Feed line alterations for optimization-based design of compact super wideband MIMO antennas in parallel configuration
    Authors:
    M.A. Haq, S. Koziel
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2019, tom: 18, strony: 1986-1990), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2019.2935783 - link to the publication
  45. Low-cost performance-driven modelling of compact microwave components with two-layer surrogates and gradient kriging
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    AEÜ - International Journal of Electronics and Communications (rok: 2020, tom: 126, strony: 45300), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.aeue.2020.153419 - link to the publication
  46. Quasi-global optimization of antenna structures using principal components and affine subspace-spanned surrogates
    Authors:
    J.A. Tomasson, S. Koziel, A. Pietrenko-Dabrowska
    Academic press:
    IEEE Access (rok: 2020, tom: 8, strony: 50078-50084), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2020.2980057 - link to the publication
  47. Reliable multi-stage optimization of antennas for multiple performance figures in highly-dimensional parameter spaces
    Authors:
    A. Bekasiewicz, S. Koziel,
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2019, tom: 18, strony: 1522-1526), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2019.2921610 - link to the publication
  1. Design Trade-Offs for Spline-Parameterized Patch Coupler Through Multi-Objective Optimization
    Authors:
    Slawomir Koziel; Adrian Bckasiewicz
    Conference:
    International Applied Computational Electromagnetics Society Symposium (ACES) (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 14-19 April
    Status:
    Published
  2. Rapid microwave optimization using a design database and inverse/forward metamodels
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel and J. W. Bandler
    Conference:
    IEEE/MTT-S International Microwave Symposium (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 4-6 Aug.
    Status:
    Published
  3. Design and Architecture selection of corporate feeds comprising equal-split power dividers for low-sidelobe arrays
    Authors:
    Stanislav Ogurtsov; Slawomir Koziel
    Conference:
    2020 23rd International Microwave and Radar Conference (MIKON) (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 5-8 October
    Status:
    Published
  4. Low-cost analysis of size-bandwidth trade-offs for compact rat-race couplers using surrogate-assisted multi-objective optimization
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 29-31 May
    Status:
    Published
  5. Low-cost and reliable yield estimation of miniaturized microwave couplers using variable-fidelity simulations and response features
    Authors:
    S. Koziel, A. Bekasiewicz, J. Bandler
    Conference:
    IEEE International Microwave Symposium (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 2-7 June
    Status:
    Published
  6. Accurate Modeling of Antenna Structures by Means of Domain Confinement and Gradient-Enhanced Kriging
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel, M. Al-Hasan
    Conference:
    European Conf. Ant. Propag. (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 22-26 March
    Status:
    Published
  7. Compact Dual-Band Branch-Line Coupler with Enhanced Bandwidth for WLAN Applications
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    International Applied Computational Electromagnetics Society Symposium (ACES) (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 14-19 April
    Status:
    Published
  8. Asymmetrical-slot antenna with enhanced gain for dual-band applications
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    European Conference on Antennas and Propagation (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 31 May - 5 April
    Status:
    Published
  9. Domain-Constrained Metamodels for Expedited Robust Design of Compact Microwave Components
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Conference:
    IEEE MTT-S International Microwave Symposium (IMS) (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 7-25 June
    Status:
    Published
  10. Gain-bandwidth design trade-offs of broadband unidirectional antennas through rigorous numerical optimization
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Conference on Antennas and Propagation (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 31 May - 5 April
    Status:
    Published
  11. Reduced-cost constrained modeling of microwave and antenna components: Recent advances
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska, L. Leifsson
    Conference:
    International Conference on Computational Science (rok: 2020, ), Wydawca: Springer
    Data:
    konferencja June 3-5
    Status:
    Published
  12. Reliable Parameter Tuning of Multi-Band Antennas Using Penalty-Based Regularization
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Conference:
    International Applied Computational Electromagnetics Society Symposium (ACES) (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 1-5 August
    Status:
    Published
  13. Accelerated EM-driven microwave optimization by means of design re-utilization
    Authors:
    S. Koziel, A. Bekasiewicz, J. Bandler
    Conference:
    IEEE International Microwave Symposium (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 2-7 June
    Status:
    Published
  14. Fast globalized gradient-based optimization of multi-band antennas by means smart Jacobian updates and response features
    Authors:
    S. Koziel, A. Pietrenko-Dabrowska
    Conference:
    European Conference on Antennas and Propagation (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 15-20 March
    Status:
    Published
  15. Low-cost surrogate modeling of miniaturized microwave components using nested kriging
    Authors:
    A. Pietrenko-Dabrowska and S. Koziel
    Conference:
    International Applied Computational Electromagnetics Society Symposium (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 27-31 July
    Status:
    Published
  16. Metamodels and iterative design correction for rapid optimization of compact microwave components
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel, 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 Dec.
    Status:
    Published
  17. Rapid yield optimization of compact microwave couplers by means of variable-fidelity response features
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 29-31 May
    Status:
    Published
  18. Reliable modeling of antenna input characteristics by means of domain confinement and variable-fidelity EM simulations
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel
    Conference:
    International Microwave and Radar Conference (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 5-8 Oct.
    Status:
    Published

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