Research Output per year
Research Output per year
Personal profile
General
I have joined Aston Institute of Photonic Technologies, Aston University as Marie S.-Curie MULTIPLY Research Fellow in October 2018. Prior this I worked as a Research Fellow in Department of Theoretical Physics at B. Verkin Institute for Low Temperature Physics and Engineering (Kharkiv, Ukraine). My higher education was obtained at V.N. Karazin Kharkiv National University, (BSc and MSc in Physics) and B. Verkin Institute for Low Temperature Physics and Engineering (PhD in Physics).
Research Interests
- Machine learning methods for optical communications;
- Nonlinear Fourier transform (NFT) based optical communication systems;
- Density functional theory (DFT) modelling of the structural and electronic properties.
Employment
- 10/2018 – current, Marie S.-Curie MULTIPLY Research Fellow, Aston University;
- 11/2006 – 7/2018 Research Fellow, B. Verkin Institute for Low Temperature Physics and Engineering, Ukraine;
- 08/2016 -11/2016 Visiting Fellow, Pavol Jozef Šafárik University in Košice, Slovakia;
- 11/2003 – 10/2006 PhD student, B. Verkin Institute for Low Temperature Physics and Engineering,Ukraine;
- 9/2003 – 2/2005 Research engineer, B. Verkin Institute for Low Temperature Physics and Engineering of the National Academy of Sciences of Ukraine.
Funding Applications and Awards
- MULTIPLY Marie Skłodowska-Curie COFUND fellowship, 2018;
- RCN Regional Research Funds in Norway Grant by RFF-Nord program, project preMagne, 2018;
- Scholarship for researchers in the framework of the National Scholarship Programme of the Slovak Republic (SAIA), 2016;
- President of Ukraine Grant for support young scientist research, 2013.
Contact Details
Room: NW604
Phone: 0121 204 3538
Email: o.kotlyar1@aston.ac.uk
Education/Academic qualification
PhD
Award Date: 8 Jul 2009
MSc, V.N. Karazin Kharkiv National University
Award Date: 3 Jul 2003
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Research Output
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Combining nonlinear Fourier transform and neural network-based processing in optical communications
Kotlyar, O., Pankratova, M., Kamalian-Kopae, M., Vasylchenkova, A., Prilepsky, J. E. & Turitsyn, S. K., 1 Jul 2020, In: Optics Letters. 45, 13, p. 3462-3465 4 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Artifcial Neural Network-Based Equaliser in the Nonlinear Fourier Domain for Fibre-Optic Communication Applications
Kamalian Kopae, M., Vasylchenkova, A., Kotlyar, O., Pankratova, M., Prilepsky, J. E. & Turitsyn, S. K., 23 Jun 2019. 1 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile -
Artificial neural network-based equaliser in the nonlinear fourier domain for fibre-optic communication applications
Kamalian-Kopae, M., Vasylchenkova, A., Kotlyar, O., Pankratova, M., Prilepsky, J. & Turitsyn, S., 17 Oct 2019, 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019. IEEE, 8871832Research output: Chapter in Book/Report/Conference proceeding › Conference publication
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Machine learning for performance improvement of periodic NFT-based communication system
Kotlyar, O., Kamalian Kopae, M., Prilepsky, J. E., Pankratova, M. & Turitsyn, S. K., 26 Sep 2019. 4 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile -
The phenomenon of conversion polymorphism in Bi-containing metastable perovskites
Khalyavin, D. D., Salak, A. N., Fertman, E. L., Kotlyar, O. V., Eardley, E., Olekhnovich, N. M., Pushkarev, A. V., Radyush, Y. V., Fedorchenko, A. V., Desnenko, V. A., Manuel, P., Ding, L., Čižmár, E. & Feher, A., 16 Apr 2019, In: Chemical Communications. 55, 32, p. 4683-4686 4 p.Research output: Contribution to journal › Article › peer-review
Datasets
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Artificial Neural Network-Based Equaliser in the Nonlinear Fourier Domain for Fibre-Optic Communication Applications
Kamalian Kopae, M. (Creator), Vasylchenkova, A. (Creator), Kotlyar, O. (Creator), Pankratova, M. (Creator), Prylepskiy, Y. (Creator) & Turitsyn, S. (Creator), Aston Data Explorer, 20 Jun 2019
DOI: 10.17036/researchdata.aston.ac.uk.00000428
Dataset