Theodoros N. Kapetanakis was born in Chania, Crete, Greece, in 1984. He holds a BSc degree in Electronic Engineering and an MSc in Telecommunication & Automation Systems from the Department of Electronic Engineering of the Hellenic Mediterranean University (HMU), and a Ph.D. from the Department of Informatics & Telecommunications of the University of Peloponnese. He is currently an adjunct lecturer at the Department of Electronic Engineering of HMU and a researcher at the Telecommunications & Electromagnetic Applications Laboratory of the same department. He has published several papers in international peer-review journals and conferences. He is a reviewer in IEEE and Springer journals. His research interests include applications of artificial intelligence algorithms in radiation and scattering of electromagnetic waves, computational electromagnetics, bio-electromagnetics, design and implementation of wearable microwave devices.

## Publications

### Peer-Reviewed Journal Articles

[J09] A. T. Baklezos, C. D. Nikolopoulos, **T. N. Kapetanakis**, I. O. Vardiambasis, C. N. Capsalis, “A Cooperative Method Based on Joint Electric and Magnetic Cleanliness for Early Space Platform EMC Assessments,” *IEEE Access, 2020 (under review)*

[J08]. K.V. Blazakis, **T.N. Kapetanakis**, G.S. Stavrakakis, ” Effective Electricity Theft Detection in Power Distribution Grids Using an Adaptive Neuro Fuzzy Inference System,” *Energies* **2020**, *13*, 3110.

[J07]. A.E. Karpana, I.O. Vardiambasis, **T.N. Kapetanakis**, M.P. Ioannidou, C.D. Nikolopoulos, and G.E. Lyronis, “Experimental study of potential adverse effects on the auditory system of rabbits exposed to GSM-1800 radiation”, 2020.

[J06]. M.S. Zakynthinaki, **T.N. Kapetanakis**, A. Lampou, M.P. Ioannidou, and I.O. Vardiambasis, “A neural network model for estimating the heart rate response to exercise of constant intensity”, 2020.

[J05]. A. Konstantaras, N. Petrakis, T. Frantzeskakis, E. Markoulakis, K. Kabassi, I. Vardiambasis, **T. Kapetanakis**, A. Moshou, and E. Maravelakis, “Deep learning neural network big-data analysis of earthquake correlations in distinct seismic regions”, 2020.

[J04]. G.A. Adamidis, I.O. Vardiambasis, M.P. Ioannidou, and **T.N. Kapetanakis**, “Design and implementation of an adaptive beamformer for phased array antenna applications”, DOI: 10.1002/mop.32231, *Microwave & Optical Technology Letters (Wiley)*, pp. 1-5, 2020.

[J03]. G.A. Adamidis, I.O. Vardiambasis, M.P. Ioannidou, and **T.N. Kapetanakis,** “Design and implementation of single-layer 4×4 and 8×8 Butler matrices for multibeam antenna arrays”, DOI: 10.1155/2019/1645281, *International Journal of Antennas and Propagation (Hindawi)*, ID: 1645281, pp. 1-12, 2019.

[J02]. **T.N. Kapetanakis**, I.O. Vardiambasis, M.P. Ioannidou, and A. Maras, “Neural network modeling for the solution of the inverse loop antenna radiation problem”, DOI: 10.1109/TAP.2018.2869136, *IEEE Transactions on Antennas and Propagation*, vol. 66, no. 11, pp. 6283-6290, Nov. 2018.

[J01]. **T.N. Kapetanakis**, I.O. Vardiambasis, E.I. Lourakis, and A. Maras, “Applying neuro-fuzzy soft computing techniques to the circular loop antenna radiation problem”, DOI: 10.1109/LAWP.2018.2862939, *IEEE Antennas and Wireless Propagation Letters*, vol. 17, no. 9, pp. 1673-1676, Sep. 2018.

## Chapters in Edited Volumes

[BC1]. **T.N. Kapetanakis**, I.O. Vardiambasis, M.P. Ioannidou, and A.I. Konstantaras, “Modeling antenna radiation using artificial intelligence techniques: The case of a circular loop antenna”, Book Chapter In: C.D. Nikolopoulos (Editor), *Recent Trends on Electromagnetic Environmental Effects for Aeronautics and Space Applications*, PA: Engineering Science Reference, IGI Global, 2020.

**Papers in Conference Proceedings**

[C13]. M. Pavec, **T. Kapetanakis,** C. Nikolopoulos, A. Baklezos, D. Stratakis, D. Moravcova, R. Soukup, T. Blecha, A. Hamacek, M. Ioannidou, and I. Vardiambasis, “Development of All-Textile Antennas for the ISM Band,” 2nd International Symposium in Electronic Engineering, Information Technology & Education, 2020, Chania, Crete

[C11]. **T. Kapetanakis**, A. Baklezos, C. Nikolopoulos, N. Petrakis, A. Konstantaras, M. Ioannidou, and I. Vardiambasis, “Neural Network Estimation of the Electromagnetic Field Scattered by a Dielectric Circular Cylindrical Rod in Case of Obliquely Incident Plane Waves,” 2nd International Symposium in Electronic Engineering, Information Technology & Education, 2020, Chania, Crete

[C10]. C. D. Nikolopoulos, A.T. Baklezos, **T. N. Kapetanakis**, N. Fragiadakis, I. O. Vardiambasis, “Estimation of Radiated Emissions of SpaceWire Link via Heuristic Approach for EMC Assessment,” 2nd International Symposium in Electronic Engineering, Information Technology & Education, 2020, Chania, Crete

[C09]. A.T. Baklezos, C. D. Nikolopoulos, **T. N. Kapetanakis**, N. Fragiadakis, I. O. Vardiambasis, “Implications on ELF Electric Field Distribution due to Spacecraft Conductive Boundaries”, 2nd International Symposium in Electronic Engineering, Information Technology & Education, 2020, Chania, Crete

[C08]. M. Pavec, **T.N. Kapetanakis**, M.P. Ioannidou, C.D. Nikolopoulos, A.T. Baklezos, R. Soukup, T. Blecha, A. Hamacek, and** **I.O. Vardiambasis, “Implementation of an all-textile bow-tie antenna for the 868 MHz ISM band”, *2020 International Symposium on Electromagnetic Compatibility (EMC Europe 2020)*, Rome, Italy, 23-25 September 2020.

[C07]. A.T. Baklezos, C.D. Nikolopoulos, **T.N. Kapetanakis**, I.O. Vardiambasis, and C.N. Capsalis, “Spacecraft Hull effect on radiated emissions and optimal onboard payload allocation”, *2020 International Symposium on Electromagnetic Compatibility (EMC Europe 2020)*, Rome, Italy, 23-25 September 2020.

[C06]. N.E. Tsakoumis, A.T. Baklezos, **T.N. Kapetanakis**, I.O. Vardiambasis, and C.D. Nikolopoulos, “Fluxgate configuration for obtaining magnetic properties of catalytic nanoparticles: A feasibility study”, *2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)*, Dubrovnik, Croatia, 25-28 May 2020.

[C05]. A. Lampou, M. Zakynthinaki, **T.N. Kapetanakis**, M.P. Ioannidou, and I.O. Vardiambasis, “Heart rate time series prediction during exercise using neural networks”, *1st International Symposium in Electronic Engineering, Information Technology & Education (EEITE 2019)*, Chania, Crete, Greece, 23-24 May 2019.

[C04]. **T.N. Kapetanakis**, I.O. Vardiambasis, M.P. Ioannidou, E.I. Lourakis, and A. Maras, “Estimation of circular loop antenna characteristics using neural networks: The inverse problem”, *1st International Symposium in Electronic Engineering, Information Technology & Education (EEITE 2019)*, Chania, Crete, Greece, 23-24 May 2019.

[C03]. **T.N. Kapetanakis**, I.O. Vardiambasis, E.I. Lourakis, and A. Maras, “Radiation intensity estimation of circular loop antenna using artificial intelligence techniques”, *1st International Symposium in Electronic Engineering, Information Technology & Education (EEITE 2019)*, Chania, Crete, Greece, 23-24 May 2019.

[C02]. E. Sergaki, G. Spiliotis, I.O. Vardiambasis, **T. Kapetanakis**, A. Krasoudakis, G.C. Giakos, M. Zervakis, and A. Polydorou, “Application of ANN and ANFIS for detection of brain tumors in MRIs by using DWT and GLCM texture analysis”, DOI: 10.1109/IST.2018.8577099, pp. 1-6, Published in *2018 IEEE International Conference on Imaging Systems and Techniques (IST)*, Krakow, Poland, 16-18 October 2018.

[C01]. **T.N. Kapetanakis** and I.O. Vardiambasis, “Radiation performance of satellite reflector antennas using neural networks”, DOI: 10.1109/MCSI.2016.026, pp. 85-88, *Proceedings of the* *3rd International Conference on “Mathematics and Computers in Sciences and in Industry (MCSI 2016)”*, ISBN: 978-1-5090-0973-2, Chania, Greece, 27-29 August 2016.