Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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Expedited design of compact microwave and RF structures

2014/15/B/ST7/04683

Keywords:

compact structures miniaturization surrogate models electromagnetic models

Descriptors:

  • ST7_6: Communication technology, high-frequency technology
  • ST1_18: Control theory and optimisation
  • ST7_3: Simulation engineering and modelling

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):

prof. Sławomir Kozieł 

Number of co-investigators in the project: 4

Call: OPUS 8 - announced on 2014-09-15

Amount awarded: 588 380 PLN

Project start date (Y-m-d): 2015-07-15

Project end date (Y-m-d): 2018-11-14

Project duration:: 40 months (the same as in the proposal)

Project status: Project settled

Information in the final report

  • Publication in academic press/journals (35)
  • Articles in post-conference publications (32)
  1. A structure and design optimization of novel compact microscrip dual-band rat-race coupler with enhanced bandwidth
    Authors:
    A. Bekasiewicz, S. Koziel, W. Zieniutycz
    Academic press:
    Microwave and Optical Technology Letters (rok: 2016, tom: 58, strony: 2287–2291), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mop.30036 - link to the publication
  2. Electromagnetic-simulation-driven design of compact ultra-wideband multiple-input–multiple-output antenna
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IET Microwaves, Antennas & Propagation (rok: 2016, tom: 10, strony: 1721-1724), Wydawca: IET
    Status:
    Published
    DOI:
    0.1049/iet-map.2016.0233 - link to the publication
  3. Low-fidelity model considerations for simulation-based optimization of miniaturized wideband antennas
    Authors:
    S. Koziel, S.D. Unnsteinsson, and A. Bekasiewicz
    Academic press:
    IET Microwaves, Antennas & Propagation (rok: 2018, tom: 12, strony: 1613-1619), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2018.0126 - link to the publication
  4. Novel structure and design of enhanced-bandwidth hybrid quadrature patch coupler
    Authors:
    A. Bekasiewicz, S. Koziel
    Academic press:
    Microwave and Optical Technology Letters (rok: 2018, tom: 60, strony: 3073-3076), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mop.31426 - link to the publication
  5. Objective relaxation algorithm for reliable simulation-driven size reduction of antenna structure
    Authors:
    S. Koziel
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2017, tom: 16, strony: 1949-1952), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2017.2689803 - link to the publication
  6. Rapid dimension scaling for notch frequency re-design of UWB band-notch antennas
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Journal of Electromagnetic Waves and Applications (rok: 2016, tom: 30, strony: 2280-2292), Wydawca: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/09205071.2016.1246208 - link to the publication
  7. Structure and EM-driven design of novel compact UWB slot antenna
    Authors:
    A. Bekasiewicz, S. Koziel
    Academic press:
    IET Microwaves, Antennas & Propagation (rok: 2016, tom: 11, strony: 219-223), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2016.0467 - link to the publication
  8. Surrogate modeling for expedited two-objective geometry scaling of miniaturized microwave passives
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    International Journal of RF and Microwave Computer-Aided Engineering (rok: 2016, tom: 26, strony: 531-537), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.20999 - link to the publication
  9. Surrogate-assisted multi-objective optimization of compact microwave couplers
    Authors:
    P. Kurgan, S. Koziel
    Academic press:
    Journal of Electromagnetic Waves and Applications (rok: 2016, tom: 30, strony: 2067-2075), Wydawca: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/09205071.2016.1230523 - link to the publication
  10. Accelerated geometry optimization of compact impedance matching transformers using decomposition and adjoint sensitivities
    Authors:
    A. Bekasiewicz, S. Koziel
    Academic press:
    International Journal of Numerical Modelling: Electronic Networks, Devices and Fields (rok: 2016, tom: 26, strony: 1140-1148), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2173 - link to the publication
  11. Computationally feasible narrow-band antenna modeling using response features
    Authors:
    S. Koziel and A. Bekasiewicz
    Academic press:
    International Journal of RF and Microwave Computer-Aided Engineering (rok: 2017, tom: 27, strony: 45301), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.21077 - link to the publication
  12. Conceptual design and automated optimization of a novel compact UWB MIMO slot antenna
    Authors:
    S. Koziel, A. Bekasiewicz, and Q.S. Cheng
    Academic press:
    IET Microwaves Antennas Propagation (rok: 2017, tom: 11, strony: 1162-1168), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2016.0703 - link to the publication
  13. Fast geometry scaling of miniaturized microwave couplers with power split correction
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    International Journal of RF and Microwave Computer-Aided Engineering (rok: 2018, tom: 29, strony: 45299), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.21485 - link to the publication
  14. Fast surrogate-assisted simulation-driven optimization of compact microwave hybrid couplers
    Authors:
    P. Kurgan, S. Koziel
    Academic press:
    Engineering Optimization (rok: 2016, tom: 48, strony: 1109-1120), Wydawca: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/0305215X.2015.1097098 - link to the publication
  15. Inverse modeling for fast design optimization of small-size rat-race couplers incorporating compact cells
    Authors:
    S. Koziel, P. Kurgan
    Academic press:
    Int. J. RF Microwave Computer-Aided Engineering (rok: 2018, tom: 28, strony: 45299), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.21240 - link to the publication
  16. Model correction and optimization framework for expedited EM-driven surrogate-assisted design of compact antennas
    Authors:
    A. Bekasiewicz
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2018, tom: 17, strony: 468-471), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2018.2795532 - link to the publication
  17. Rapid microwave design optimization using adaptive response scaling
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2016, tom: 64, strony: 2749-2757), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2016.2590551 - link to the publication
  18. Rapid simulation-driven multiobjective design optimization of decomposable compact microwave passives
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2016, tom: 64, strony: 2454-2461), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2016.2583427 - link to the publication
  19. Accurate design-oriented simulation-driven modeling of miniaturized microwave structures
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    International Journal of Numerical Modelling: Electronic Networks, Devices and Fields (rok: 2016, tom: 29, strony: 1028-1035), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/jnm.2161 - link to the publication
  20. EM-simulation-driven design optimization of compact microwave structures using multi-fidelity simulation models and adjoint sensitivities
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    International Journal of RF and Microwave Computer-Aided Engineering (rok: 2016, tom: 26, strony: 442-446), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.20987 - link to the publication
  21. Response features and circuit decomposition for accelerated EM-driven design of compact impedance matching transformers
    Authors:
    A. Bekasiewicz, S. Koziel
    Academic press:
    Microwave and Optical Technology Letters (rok: 2016, tom: 58, strony: 2130-2133), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mop.29991 - link to the publication
  22. A novel structure and design optimization of compact spline-parameterized UWB slot antenna
    Authors:
    A. Bekasiewicz, S. Koziel
    Academic press:
    Metrology and Measurement Systems (rok: 2016, tom: 23, strony: 637-643), Wydawca: De Gruyter
    Status:
    Published
    DOI:
    10.1515/mms-2016-0054 - link to the publication
  23. Expedited geometry scaling of compact microwave passives by means of inverse surrogate modeling
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (rok: 2015, tom: 63, strony: 4019-4026), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2015.2490662 - link to the publication
  24. Optimization-driven antenna design framework with multiple performance constraints
    Authors:
    S. Koziel, Q.S. Cheng, S. Li
    Academic press:
    Int. J. RF and Microwave Computer-Aided Engineering (rok: 2018, tom: 28, strony: 45302), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.21208 - link to the publication
  25. Rapid dimension scaling of dual-band antennas using variable-fidelity EM models and inverse surrogates
    Authors:
    S. Koziel and A. Bekasiewicz
    Academic press:
    Journal of Electromagnetic Waves and Applications (rok: 2017, tom: 31, strony: 297-308), Wydawca: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/09205071.2016.1276861 - link to the publication
  26. Rapid simulation-driven design of miniaturized dual-band microwave couplers by means of adaptive response scaling
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    IET Microwaves, Antennas & Propagation (rok: 2016, tom: 10, strony: 1135-1140), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2016.0136 - link to the publication
  27. Reduced-cost constrained miniaturization of wideband antennas using improved trust-region gradient search with repair step
    Authors:
    A. Bekasiewicz, S. Koziel, and Q.S. Cheng
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (rok: 2018, tom: 17, strony: 559-562), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2018.2802921 - link to the publication
  28. Surrogate-assisted EM-driven miniaturization of wideband microwave couplers by means of co-simulation low-fidelity models
    Authors:
    P. Kurgan, S. Koziel
    Academic press:
    Int. J. RF Microwave Computer-Aided Engineering (rok: 2018, tom: 28, strony: 45298), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.21152 - link to the publication
  29. Compact cell topology selection for size-reduction-oriented design of microstrip rat-race couplers
    Authors:
    S. Koziel, P. Kurgan
    Academic press:
    Int. J. RF Microwave Computer-Aided Engineering (rok: 2018, tom: 28, strony: 45300), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.21261 - link to the publication
  30. Computationally-efficient design closure of miniaturized impedance matching transformers using response features
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    International Journal of RF and Microwave Computer-Aided Engineering (rok: 2016, tom: 26, strony: 396-401), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.20991 - link to the publication
  31. Design of high-performance hybrid branch-line couplers for wideband and space-limited applications
    Authors:
    P. Kurgan, S. Koziel
    Academic press:
    IET Microwaves, Antennas & Propagation (rok: 2016, tom: 10, strony: 1339-1344), Wydawca: IET
    Status:
    Published
    DOI:
    10.1049/iet-map.2016.0188 - link to the publication
  32. Low-cost multi-band compact branch-line coupler design using response features and automated EM model fidelity adjustment
    Authors:
    S. Koziel and A. Bekasiewicz
    Academic press:
    International Journal of RF and Microwave Computer-Aided Engineering (rok: 2018, tom: 28, strony: 45302), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mmce.21233 - link to the publication
  33. On rapid re-design of UWB antennas with respect to substrate permittivity
    Authors:
    S. Koziel, A. Bekasiewicz
    Academic press:
    Metrology and Measurement Systems (rok: 2016, tom: 23, strony: 513-520), Wydawca: De Gruyter
    Status:
    Published
    DOI:
    10.1515/mms-2016-0051 - link to the publication
  34. Precise control of reflection response in bandwidth-enhanced planar antennas
    Authors:
    A. Bekasiewicz, S. Koziel
    Academic press:
    International Journal of RF and Microwave Computer-Aided Engineering (rok: 2016, tom: 26, strony: 653-659), Wydawca: Wiley & Sons
    Status:
    Published
    DOI:
    10.1002/mmce.21021 - link to the publication
  35. Rapid design optimization of multi-band antennas by means of response features
    Authors:
    S. Koziel and A. Bekasiewicz
    Academic press:
    Metrology and Measurement Systems (rok: 2017, tom: 24, strony: 337-346), Wydawca: de Gruyter
    Status:
    Published
    DOI:
    10.1515/mms-2017-0030 - link to the publication
  1. A structure and computationally-efficient design closure of compact spline-parameterized UWB monopole antenna
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    IEEE International Symposium on Antennas and Propagation (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 26 June - 1 July
    Status:
    Published
    DOI:
    link to the publication
  2. Design optimization of novel compact circular polarization antenna
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    Int. Applied Computational Electromagnetic Society Symposium (rok: 2018, ), Wydawca: ACES
    Data:
    konferencja March 24-29
    Status:
    Published
  3. Multi-objective optimization of compact UWB impedance matching transformer using Pareto front exploration and adjoint sensitivities
    Authors:
    S. Koziel, A. Bekasiewicz, Q.S. Cheng
    Conference:
    IEEE International Conference on Communication Systems (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 14-16 Dec.
    Status:
    Published
    DOI:
    link to the publication
  4. Novel structure and size-reduction-oriented design of microstrip compact rat-race coupler
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    International Review of Progress in Applied Computational Electromagnetics (rok: 2016, ), Wydawca: ACES
    Data:
    konferencja 13-18 March
    Status:
    Published
    DOI:
    link to the publication
  5. On design optimization of miniaturized microscrip dual-band rat-race coupler with enhanced bandwidth
    Authors:
    A. Bekasiewicz, S. Koziel, W. Zieniutycz
    Conference:
    International Conference on Microwave Radar and Wireless Communications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 9-11 May
    Status:
    Published
    DOI:
    link to the publication
  6. On elementary cell selection for miniaturized microstrip rat-race coupler design
    Authors:
    S.Koziel, P. Kurgan
    Conference:
    Int. Conf. Electromagn. Adv. Appl. (ICEAA) (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 11-15 September
    Status:
    Published
  7. Rapid design optimization of compact couplers using response features and adjoint sensitivities
    Authors:
    S. Koziel, A.Bekasiewicz
    Conference:
    International Review of Progress in Applied Computational Electromagnetics (rok: 2017, ), Wydawca: ACES
    Data:
    konferencja 26-30 March
    Status:
    Published
  8. Rapid dimension scaling of miniaturized microstrip couplers with respect to operating conditions and substrate parameters
    Authors:
    S. Koziel, A. Bekasiewicz, J.W. Bandler
    Conference:
    International Microwave Symposium (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja June 10-15
    Status:
    Published
  9. Reflection response control of bandwidth-enhanced antennas through constrained optimization
    Authors:
    A. Bekasiewicz, S. Koziel, Q.S. Cheng
    Conference:
    Loughborough Antennas & Propagation Conference (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 14-15 Nov.
    Status:
    Published
    DOI:
    link to the publication
  10. Size-reduction-oriented design of compact CPW-fed UWB monopole antenna
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    International Review of Progress in Applied Computational Electromagnetics (rok: 2016, ), Wydawca: ACES
    Data:
    konferencja 13-18 March
    Status:
    Published
    DOI:
    link to the publication
  11. A novel structure and design of compact UWB slot antenna
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    International Review of Progress in Applied Computational Electromagnetics (rok: 2016, ), Wydawca: ACES
    Data:
    konferencja 13-18 March
    Status:
    Published
    DOI:
    link to the publication
  12. Accurate simulation-driven modeling and design optimization of compact microwave structures
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    IEEE International Microwave Symposium (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 22-27 May
    Status:
    Published
    DOI:
    link to the publication
  13. EM-driven compact cell topology selection for explicit size reduction of hybrid rat-race couplers
    Authors:
    P. Kurgan and S. Koziel
    Conference:
    European Microwave Conference (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 8-13 October
    Status:
    Published
  14. Implicit space mapping with variable-fidelity EM simulations and substrate partitioning for reliable microwave design optimization
    Authors:
    S. Koziel, A. Bekasiewicz, and J.W. Bandler
    Conference:
    IEEE International Microwave Symposium (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 4-9 June
    Status:
    Published
  15. Inverse surrogate models for fast geometry scaling of miniaturized dual-band couplers
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Microwave Conference (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 3-4 Oct.
    Status:
    Published
    DOI:
    link to the publication
  16. Novel structure and EM-driven design of miniaturized microstrip rat-race coupler
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    International Applied Computational Electromagnetics Society Symposium (rok: 2018, ), Wydawca: ACES
    Data:
    konferencja March 24-29
    Status:
    Published
  17. Rapid surrogate-assisted statistical analysis of compact microstrip couplers
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    International Conference on Microwave Radar and Wireless Communications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 9-11 May
    Status:
    Published
    DOI:
    link to the publication
  18. Multi-objective EM-based design optimization of compact branch-line coupler
    Authors:
    P. Kurgan, S. Koziel, Q.S. Cheng
    Conference:
    2017 IEEE MTT-S Int. Conf. Num. Electromagn. Multiphys. Model. Opt. RF Microw. Terah. Appl. (NEMO) (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 17-19 May
    Status:
    Published
  19. Size reduction of UWB antennas with performance constraints
    Authors:
    S. Koziel and Q.S. Cheng
    Conference:
    Int. Applied Computational Electromagnetics Society (ACES China) Symposium (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja August 1-4
    Status:
    Published
  20. A novel structure and design optimization of miniaturized UWB slot antenna
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    IEEE International Symposium on Antennas and Propagation (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 26 June - 1 July
    Status:
    Published
    DOI:
    link to the publication
  21. Rapid design of compact impedance matching transformers for energy harvesting applications by means of inverse and forward surrogates
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    Enrupean Microwave Conference (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja Sept. 23-25
    Status:
    Published
  22. Response features for fast EM-driven design of miniaturized impedance matching transformers
    Authors:
    A. Bekasiewicz, S. Koziel, Q.S. Cheng, Y. Chen
    Conference:
    IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization for RF, Microwave, and Terahertz Applications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 27-29 July
    Status:
    Published
    DOI:
    link to the publication
  23. A structure and design of a novel compact UWB MIMO antenna
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    IEEE International Symposium on Antennas and Propagation (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 26 June - 1 July
    Status:
    Published
    DOI:
    link to the publication
  24. A structure and design of novel compact UWB slot antenna
    Authors:
    A. Bekasiewicz, S. Koziel, T. Dhaene
    Conference:
    European Conference on Antennas and Propagation (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 10-15 April
    Status:
    Published
    DOI:
    link to the publication
  25. Accelerated design of CMRC-based compact rat-race couplers by inverse surrogate modeling
    Authors:
    S. Koziel, P. Kurgan
    Conference:
    2017 Int. Conf. Electromagn. Adv. Appl. (ICEAA) (rok: 2017, ), Wydawca: IEEE
    Data:
    konferencja 11-15 September
    Status:
    Published
  26. Expedited frequency scaling of circular polarization antennas by inverse and forward surrogates
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja Aug. 8-10
    Status:
    Published
  27. Fast and precise geometry scaling of miniaturized microstrip couplers with unequal power split
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    International Conference on Microwave Radar and Wireless Communications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 9-11 May
    Status:
    Published
    DOI:
    link to the publication
  28. Fast multi-criteria statistical analysis and design optimization of compact microwave couplers
    Authors:
    S. Koziel and A. Bekasiewicz
    Conference:
    Review of Progress in Applied Computational Electromagnetics (rok: 2017, ), Wydawca: ACES
    Data:
    konferencja 26-30 March
    Status:
    Published
  29. Novel structure and design of compact UWB slot antenna
    Authors:
    A. Bekasiewicz, S. Koziel
    Conference:
    International Conference on Microwave Radar and Wireless Communications (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 9-11 May
    Status:
    Published
    DOI:
    link to the publication
  30. Optimization-driven design of compact UWB MIMO antenna
    Authors:
    A. Bekasiewicz, S. Koziel, T. Dhaene
    Conference:
    European Conference on Antennas and Propagation (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 10-15 April
    Status:
    Published
    DOI:
    link to the publication
  31. Rapid adjoint-based design optimization of compact microwave structures using multi-fidelity simulation models
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    European Microwave Conference (rok: 2016, ), Wydawca: IEEE
    Data:
    konferencja 3-4 Oct.
    Status:
    Published
    DOI:
    link to the publication
  32. Rapid multi-objective design optimization of miniaturized impedance transformer by Pareto front exploration
    Authors:
    S. Koziel, A. Bekasiewicz
    Conference:
    International Review of Progress in Applied Computational Electromagnetics (rok: 2016, ), Wydawca: ACES
    Data:
    konferencja 13-18 March
    Status:
    Published
    DOI:
    link to the publication

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