Slawomir Koziel

About

Slawomir Koziel received the M.Sc. and Ph.D. degrees in electronic engineering from Gdansk University of Technology, Poland, in 1995 and 2000, respectively. He also received the M.Sc. degrees in theoretical physics and in mathematics, in 2000 and 2002, respectively, as well as the PhD in mathematics in 2003, from the University of Gdansk, Poland. He is currently a Professor with the School of Science and Engineering, Reykjavik University, Iceland. His research interests include CAD and modeling of microwave circuits, simulation-driven design, surrogate-based optimization, space mapping, circuit theory, evolutionary computation and numerical analysis. In recent years, he has been working extensively on surrogate-based modeling and optimization techniques as well as computationally efficient simulation-driven design methods for microwave engineering and aerospace engineering.

Employment

• Haskolinn i Reykjavik Professor
  2007 - Present

Education

• University of Gdansk PhD (Mathematics)
  2001 - 2003
• University of Gdansk MSc (Mathematics)
  1996 - 2001
• University of Gdansk MSc
  1995 - 2000
• Politechnika Gdanska PhD
  1995 - 2000
• Politechnika Gdanska MSc
  1990 - 1995

Projects & Funding

Projects & funding information is unavailable.

Publications (956)

• Design-ready farfield pattern modeling of broadband antennas using multi-branch attention-based recurrent convolutional decoder neural network
  Applied Soft Computing 2027 DOI: 10.1016/j.asoc.2026.116325
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• A printed monopole antenna with multiple ground plane geometries for multi-protocol wireless and sweat sensing applications
  Measurement 2026 DOI: 10.1016/j.measurement.2026.122651
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• Expedited microwave optimization using variable-fidelity EM analysis and convergence/quality-driven model adjustment
  Journal of Computational Science 2026 DOI: 10.1016/j.jocs.2026.102996
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• Experimentally validated dual-band GHz metamaterial perfect absorber biosensor with negative-index response and AI-assisted electromagnetic analysis for breast cancer dielectric discrimination
  Biosensors and Bioelectronics 2026 DOI: 10.1016/j.bios.2026.118963
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• A multifunctional bi-anisotropic omega metasurface with multiband beam-splitting response
  AEU - International Journal of Electronics and Communications 2026 DOI: 10.1016/j.aeue.2026.156479
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• Broad-Range Inverse Design of Antennas Using Deep Neural Networks With Material Parameter Embedding and Rapid Fine-Tuning
  IEEE Transactions on Antennas and Propagation 2026 DOI: 10.1109/TAP.2026.3711374
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• Reliable identification of global corrosion parameters in metallic plates through Data-Driven inverse Modelling of guided wave signals
  Ultrasonics 2026 DOI: 10.1016/j.ultras.2026.108104
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• On Direct EM-Driven Optimization of Reflectarray Antennas for Gain Enhancement and Sidelobe Suppression
  IEEE Transactions on Antennas and Propagation 2026 DOI: 10.1109/TAP.2025.3618757
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• Wideband High-Gain mm-Wave MIMO Antenna Design for 5G IoT Applications
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2026.3681922
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• Cost-Efficient Design Closure of Antennas Using Multifidelity EM Analysis and Deep-Learning-Based Space Mapping
  IEEE Antennas and Wireless Propagation Letters 2026 DOI: 10.1109/LAWP.2026.3687936
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• A Phase-Aligned Modal Partially Reflective Surface Antenna for Stable Wideband High Gain Dual-Polarized Millimeter-Wave Applications
  IEEE Transactions on Antennas and Propagation 2026 DOI: 10.1109/TAP.2026.3675289
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• Rapid Machine-Learning-Enabled Multiobjective Planar Antenna Design With Intermittent Local Design Enhancement
  IEEE Transactions on Antennas and Propagation 2026 DOI: 10.1109/TAP.2026.3676050
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• Precision Sensing at Selected Spectrum: A Double-Negative Low-Cost Metamaterial Sensor With Enhanced Directionality for Biomedical Applications
  Musa N. Hamza, Mohammad Tariqul Islam, Slawomir Marcin Koziel +12 more
  IEEE Sensors Journal 2026 DOI: 10.1109/JSEN.2026.3668988
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• Design and experimental validation of multi-section directional coupler with arbitrary coupling and high directivity for sub-6 GHz UWB applications
  Shrawan K. Patel, Rusan Kumar Barik, Niraj Kumar Dewangan +1 more
  PLOS One 2026 DOI: 10.1371/journal.pone.0347748
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• A compact circularly polarized implantable antenna for skin implant applications
  AEU - International Journal of Electronics and Communications 2026 DOI: 10.1016/j.aeue.2026.156268
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• Comprehensive Modeling of Antenna Electrical and Field Responses Using Transformer-Inspired Decoder-Based Transposed Convolutional Neural Networks
  IEEE Transactions on Antennas and Propagation 2026 DOI: 10.1109/TAP.2026.3660776
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• Convergence- and Quality-Controlled Model Resolution Adjustment for Accelerated Multifidelity Design of Antenna Structures
  IEEE Transactions on Antennas and Propagation 2026 DOI: 10.1109/TAP.2026.3652254
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• Expedited Machine Learning Antenna Optimization Using Dimensionality Reduction, Multifidelity EM Models, and Rapid Final Tuning Through Principal Directions
  IEEE Transactions on Antennas and Propagation 2026 DOI: 10.1109/TAP.2026.3652837
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• Cross Polarization in Asymmetric Sixteenth-Mode SIW Antennas: Source Identification and Reduction
  IEEE Antennas and Wireless Propagation Letters 2026 DOI: 10.1109/LAWP.2025.3635897
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• Recurrent neural networks with attention mechanisms and dimensionality reduction for accurate data-driven modelling of antennas
  Knowledge-Based Systems 2026 DOI: 10.1016/j.knosys.2026.115274
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