Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Rapid quasi-global optimization of high-frequency components using forward and inverse surrogates

2020/37/B/ST7/01448

Keywords:

Antenna design microwave design parameter tuning EM-driven design global optimization parameter space exploration inverse surrogates

Descriptors:

  • ST7_003:
  • ST6_012:
  • ST7_006:

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 19 - announced on 2020-03-16

Amount awarded: 1 066 800 PLN

Project start date (Y-m-d): 2021-01-14

Project end date (Y-m-d): 2026-01-13

Project duration:: 60 months (the same as in the proposal)

Project status: Pending project

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.

Information in the final report

  • Publication in academic press/journals (49)
  • Articles in post-conference publications (5)
  1. Expedited gradient-based design closure of antennas using variable-resolution simulations and sparse sensitivity updates
    Authors:
    Anna Pietrenko-Dabrowska; Slawomir Koziel
    Academic press:
    IEEE Transactions on Antennas and Propagation (tom: b. d., strony: b. d.), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2021.3138487 - link to the publication
  2. Low-cost modeling of microwave components by means of two-stage inverse/forward surrogates and domain confinement
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; Ubaid Ullah
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TMTT.2021.3112156 - link to the publication
  3. Shielded HMSIW-based frequency-tunable self-quadruplexing antenna using different solid/liquid dielectrics,
    Authors:
    Nrusingha Charan Pradhan, Slawomir Koziel
    Academic press:
    AEU - International Journal of Electronics and Communications , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.aeue.2023.155071 - link to the publication
  4. Cost-efficient two-level modeling of microwave passives using feature-based surrogates and domain confinement
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel, Qi-Jun Zhang
    Academic press:
    Electronics , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics12173560 - link to the publication
  5. Rapid Variable-Resolution Parameter Tuning of Antenna Structures Using Frequency-Based Regularization and Sparse Sensitivity Updates
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Transactions on Antennas and Propagation (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2022.3209281 - link to the publication
  6. On nature-inspired design optimization of antenna structures using variable-resolution EM models
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska
    Academic press:
    Scientific Reports , Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-023-35470-4 - link to the publication
  7. Low-cost quasi-global optimization of expensive electromagnetic simulation models by inverse surrogates and response features
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska
    Academic press:
    Scientific Reports , Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-24250-1 - link to the publication
  8. Globalized simulation-driven miniaturization of microwave circuits by means of dimensionality-reduced constrained surrogates
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska, Marzieh Mahrokh
    Academic press:
    Scientific Reports , Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-20728-0 - link to the publication
  9. Reduced-cost microwave design closure by multi-resolution EM simulations and model management
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; Piotr Plotka
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3105811 - link to the publication
  10. Rapid multi-criterial antenna optimization by means of Pareto front triangulation and interpolative design predictors
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3062449 - link to the publication
  11. Accelerated parameter tuning of antenna structures by means of response features and principal directions
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel
    Academic press:
    IEEE Transactions on Antennas and Propagation (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2023.3312582 - link to the publication
  12. Mutual coupling reduction in antenna arrays using artificial intelligence approach and inverse neural network surrogates
    Authors:
    Saeed Roshani, Slawomir Koziel, Salah I. Yahya, Muhammad Akmal Chaudhary, Yazeed Yasin Ghadi, Sobhan Roshani, Lukasz Golunski
    Academic press:
    Sensors , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s23167089 - link to the publication
  13. Rapid and reliable re-design of miniaturized microwave passives by means of concurrent parameter scaling and intermittent local tuning
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska
    Academic press:
    Scientific Reports , Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-023-34414-2 - link to the publication
  14. Design and optimization of metamaterial-based 5G millimeter wave antenna for gain enhancement
    Authors:
    Bashar A. F. Esmail , Slawomir Koziel
    Academic press:
    IEEE Transactions on Circuits and Systems—II: Express Briefs (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCSII.2023.3263524 - link to the publication
  15. A Compact Self-Hexaplexing Antenna Implemented on Substrate-Integrated Rectangular Cavity for Hexa-Band Applications
    Authors:
    Rusan Kumar Barik; Slawomir Koziel
    Academic press:
    IEEE Transactions on Circuits and Systems II: Express Briefs (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCSII.2022.3211963 - link to the publication
  16. Shape memory alloy-based fluidically reconfigurable metasurfaced beam steering antenna
    Authors:
    Syed Imran Hussain Shah; Sayed Sabir Shah; Eiríkur Bernharđsson; Slawomir Koziel
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2023.3315318 - link to the publication
  17. Buried object characterization by data-driven surrogates and regression-enabled hyperbolic signature extraction
    Authors:
    Reyhan Yurt, Hamid Torpi, Ahmet Kizilay, Slawomir Koziel, Anna Pietrenko-Dabrowska, Peyman Mahouti
    Academic press:
    Scientific Reports , Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-023-32925-6 - link to the publication
  18. Rapid antenna optimization with restricted sensitivity updates by dominant direction identification
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel
    Academic press:
    Knowledge-Based Systems , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2023.110453 - link to the publication
  19. Accurate modeling of frequency selective surfaces using fully-connected regression model with automated architecture determination and parameter selection based on Bayesian optimization
    Authors:
    Nurullah Calik; Mehmet Ali Belen; Peyman Mahouti; Slawomir Koziel
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3063523 - link to the publication
  20. Frequency-selective-surface-based MIMO antenna array for 5G millimeter-wave applications
    Authors:
    Iftikhar Ud Din,Mohammad Alibakhshikenari, Bal S. Virdee, Renu Karthick Rajaguru Jayanthi, Sadiq Ullah, Salahuddin Khan, Chan Hwang See, Lukasz Golunski, Slawomir Koziel
    Academic press:
    Sensors , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s23157009 - link to the publication
  21. Expedited Variable-Resolution Surrogate Modeling of Miniaturized Microwave Passives in Confined Domains
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Transactions on Microwave Theory and Techniques (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/tmtt.2022.3191327 - link to the publication
  22. Low-cost and highly-accurate behavioral modeling of antenna structures by means of knowledge-based domain-constrained deep learning surrogates
    Authors:
    S. Koziel, N. Calik, P. Mahouti, M.A. Belen
    Academic press:
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2022.3216064 - link to the publication
  23. Design and characterization of a planar structure wideband millimeter-wave antenna with wide beamwidth for wearable off-body communication applicationsDesign and characterization of a planar structure wideband millimeter-wave antenna with wide beamwidth for wearable off-body communication applications
    Authors:
    Ubaid Ullah; Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Antennas and Wireless Propagation Letters (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/LAWP.2022.3190567 - link to the publication
  24. Compact, order extensible and wide-stopband bandpass filter based on SIW cavity with rectangular ring slot
    Authors:
    Rusan Kumar Barik; Slawomir Koziel
    Academic press:
    IEEE Transactions on Circuits and Systems II: Express Briefs (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCSII.2022.3196370 - link to the publication
  25. Miniaturized dual-band SIW-based bandpass filters using open-loop ring resonators
    Authors:
    Nrusingha Charan Pradhan, Slawomir Koziel, Rusan Kumar Barik, Anna Pietrenko-Dabrowska, Sholampettai Subramanian Karthikeyan
    Academic press:
    Electronics , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics12183974 - link to the publication
  26. 3D metamaterial ultra-wideband absorber for curved surface
    Authors:
    Mahdi Norouzi, Saughar Jarchi, Mohsen Ghaffari-Miab, Meisam Esfandiari, Ali Lalbakhsh, Slawomir Koziel, Sam Reisenfeld, Gholamhosein Moloudian
    Academic press:
    Scientific Reports , Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-023-28021-4 - link to the publication
  27. On decomposition-based surrogate-assisted design of leaky wave antenna input characteristics for beam scanning applications
    Authors:
    Mehmet Ali Belen; Peyman Mahouti; Slawomir Koziel; Alper Çalişkan; Stanislaw Szczepanski
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3132079 - link to the publication
  28. Design specification management with automated decision-making for reliable optimization of miniaturized microwave components
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; Piotr Plotka
    Academic press:
    Scientific Reports , Wydawca: Nature Publishing Group
    Status:
    Published
    DOI:
    10.1038/s41598-022-04810-1 - link to the publication
  29. Computationally-efficient statistical design and yield optimization of resonator-based notch filters by feature-based surrogates
    Authors:
    Slawomir Koziel, Tanveerul Haq
    Academic press:
    Scientific Reports , Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-023-42056-7 - link to the publication
  30. Buried object characterization using ground penetrating radar assisted by data-driven surrogate-models
    Authors:
    Reyhan Yurt, Hamid Torpi, Peyman Mahouti, Ahmet Kizilay, Slawomir Koziel
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2023.3243132 - link to the publication
  31. On decision-making strategies for improved-reliability size reduction of microwave passives: intermittent correction of equal-ity constraints and adaptive handling of inequality constraints
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska, Marzieh Mahrokh
    Academic press:
    Knowledge-Based Systems , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2022.109745 - link to the publication
  32. Globalized knowledge-based simulation-driven antenna miniaturization using domain-confined surrogates and dimensionality reduction
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska, Lukasz Golunski
    Academic press:
    Applied Sciences , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/app13148144 - link to the publication
  33. Rapid multi-criterial design of microwave components with robustness analysis by means of knowledge-based surrogate
    Authors:
    Slawomir Koziel, Anna Pietrenko-Dabrowska
    Academic press:
    Scientific Reports , Wydawca: Springer Nature
    Status:
    Published
    DOI:
    10.1038/s41598-023-32816-w - link to the publication
  34. A study of mutual coupling suppression between two closely spaced planar monopole antenna elements for 5G new radio massive MIMO system applications
    Authors:
    Rao Shahid Aziz, Slawomir Koziel, Leifur Leifsson, Stanislaw Szczepanski
    Academic press:
    Electronics , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics12122630 - link to the publication
  35. Resonator-loaded waveguide notch filters with broad tuning range and additive-manufacturing-based operating frequency adjustment procedure
    Authors:
    Tanveerul Haq, Slawomir Koziel, Anna Pietrenko-Dabrowska
    Academic press:
    Electronics , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/electronics12214486 - link to the publication
  36. New complementary resonator for permittivity- and thickness-based dielectric characterization
    Authors:
    Tanveerul Haq, Slawomir Koziel
    Academic press:
    Sensors , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s23229138 - link to the publication
  37. Improved modeling of miniaturized microwave structures using performance-driven fully-connected regression surrogate
    Authors:
    Slawomir Koziel; Peyman Mahouti; Nurullah Calik; Mehmet Ali Belen; Stanislaw Szczepanski
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2021.3078432 - link to the publication
  38. Low-cost yield-driven design of antenna structures using response-variability essential directions and parameter space reduction
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel, Lukasz Golunski
    Academic press:
    Scientific Reports , Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-022-19411-1 - link to the publication
  39. Numerically efficient miniaturization-oriented optimization of an ultra-wideband spline-parameterized antenna
    Authors:
    Adrian Bekasiewicz; Piotr Kurgan, Slawomir Koziel
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3152736 - link to the publication
  40. Globalized parametric optimization of microwave components by means of response features and inverse metamodels
    Authors:
    Anna Pietrenko-Dabrowska; Slawomir Koziel
    Academic press:
    Scientific Reports , Wydawca: Nature Publishing Group
    Status:
    Published
    DOI:
    10.1038/s41598-021-03095-0 - link to the publication
  41. Reliable EM-driven size reduction of antenna structures by means of adaptive penalty factors
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Transactions on Antennas and Propagation (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2021.3111285 - link to the publication
  42. Accelerated gradient-based optimization of antenna structures using multi-fidelity simulations and convergence-based model management scheme
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    IEEE Transactions on Antennas and Propagation (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2021.3083742 - link to the publication
  43. Global EM-driven optimization of multi-band antennas using knowledge-based inverse response-feature surrogates
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska
    Academic press:
    Knowledge-Based Systems , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.knosys.2021.107189 - link to the publication
  44. Computationally efficient surrogate-assisted design of pyramidal-shaped 3D reflectarray antennas
    Authors:
    Peyman Mahouti, Mehmet A. Belen, Nurullah Calık, Slawomir Koziel
    Academic press:
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TAP.2022.3191131 - link to the publication
  45. Bandwidth-Controllable Third-Order Band Pass Filter Using Substrate-Integrated Full- and Semi-Circular Cavities
    Authors:
    Nrusingha Charan Pradhan, Slawomir Koziel, Rusan Kumar Barik, Anna Pietrenko-Dabrowska
    Academic press:
    Sensors , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s23136162 - link to the publication
  46. Design of Compact Self-Quintuplexing Antenna With High-Isolation for Penta-Band Applications
    Authors:
    Rusan Kumar Barik, Slawomir Koziel
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2023.3262295 - link to the publication
  47. Rapid design of 3D reflectarray antennas by inverse surrogate modeling and regularization
    Authors:
    Slawomir Koziel; Mehmet Ali Belen; Alper Çalişkan; Peyman Mahouti
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2023.3254204 - link to the publication
  48. Miniaturized metal-mountable U-shaped inductive-coupling-fed UHF RFID tag antenna with defected microstrip surface
    Authors:
    F. Erman, S. Koziel, E. Hanafi, R. Soboh, and S. Szczepanski
    Academic press:
    IEEE Access (), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2022.3171243 - link to the publication
  49. Design and implementation of a dual-band Wilkinson power divider using coupler T-shaped dual-band resonators
    Authors:
    Sobhan Roshani; Slawomir Koziel; Saeed Roshani; Faezeh Sadat Hashemi Mehr; Stanislaw Szczepanski
    Academic press:
    Energies , Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/en15031189 - link to the publication
  1. Expedited trust-region-based design closure of antennas by variable-resolution EM simulations
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; L. Leifsson
    Conference:
    Lecture Notes in Computer Science (LNCS, volume 12745) (tom: Int. Conf. Comput. Science, strony: 91-104), Wydawca: Springer
    Data:
    konferencja 16-18 June 2021
    Status:
    Published
    DOI:
    10.1007/978-3-030-77970-2_8 - link to the publication
  2. Expedited optimization of passive microwave devices using gradient search and principal directions
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
    Conference:
    Lecture Notes in Computer Science (LNCS vol. 13352) (tom: International Conference on Computational Science, strony: 217-233), Wydawca: Springer
    Data:
    konferencja 21-23 June
    Status:
    Published
    DOI:
    10.1007/978-3-031-08757-8_20 - link to the publication
  3. Reliable Design Closure of High-Frequency Components by Adaptive Design Specifications
    Authors:
    A. Pietrenko-Dabrowska, S. Koziel, Q. S. Cheng
    Conference:
    2022 International Conference on Microwave and Millimeter Wave Technology (ICMMT) (tom: International Conference on Microwave and Millimeter Wave Technology (ICMMT), strony: ), Wydawca: IEEE
    Data:
    konferencja 12-15 August 2022
    Status:
    Published
    DOI:
    10.1109/ICMMT55580.2022.10023167 - link to the publication
  4. Yield-Driven Antenna Design Using Principal Directions
    Authors:
    Slawomir Koziel; Anna Pietrenko-Dabrowska; Qingsha S. Cheng
    Conference:
    2022 IEEE Conference on Antenna Measurements and Applications (CAMA) (tom: IEEE Conference on Antenna Measurements and Applications (CAMA), strony: ), Wydawca: IEEE
    Data:
    konferencja 14-17 December 2022
    Status:
    Published
    DOI:
    10.1109/CAMA56352.2022.10002685 - link to the publication
  5. Global design optimization of microwave circuits using response feature inverse surrogates
    Authors:
    Anna Pietrenko-Dabrowska, Slawomir Koziel, Leifur Leifsson
    Conference:
    Lecture Notes in Computer Science (LNCS,volume 13352) (tom: International Conference on Computational Science, strony: 248-262), Wydawca: Springer
    Data:
    konferencja 21-23 June 2022
    Status:
    Published
    DOI:
    10.1007/978-3-031-08757-8_22 - link to the publication

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