Photo of Maryna Pankratova
    • School of Engineering and Applied Science, Aston University

      B4 7ET Birmingham

      United Kingdom


    Research output per year

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    Personal profile

    Research Interests

    • Nonlinear Fourier Transform based optical communications systems
    • Noise in Nonlinear Fourier Transform based optical transmission systems
    • Machine learning methods application to optical communications systems
    • Theory of classical nonlinear magnetism.

    Funding Applications and Awards

    • 2017 Marie Skłodowska-Curie Individual Fellowship
    • 2015 Scholarship for researchers in the framework of the National Scholarship Programme of the Slovak Republic 
    • 2012 President of Ukraine scholarship for the young scientists 


    • 2018 – 2020 Marie Curie Research Fellow, Aston University
    • 2017– 2018 Researcher, B. Verkin Institute for Low Temperature Physics and Engineering NAS of Ukraine
    • 2015– 2016 Postdoctoral Fellow, P.J. Safaric University in Kosice, Slovakia
    • 2012– 2015 Junior Researcher, B. Verkin Institute for Low Temperature Physics and Engineering NAS of Ukraine

    Research Projects/Collaborations

    OMICRON- Optical communication based on integrability and nonlinear Fourier transform

    Goal: OMICRON is focused on the application of a new tool – the nonlinear Fourier transform– in advanced optical communication systems. OMICRON will bridge the powerful mathematical methods with the practical optical communication applications. The project has the ambitious goal of developing a breakthrough solution to overcome limits imposed by fibre nonlinearity on capacity of optical systems.

    Project dates: 01/2018-01/2020

    All publications associated with the project are available on my personal webpage and project news and update can be found at and 

    This project has received funding from the EU Horizon 2020 research and innovation programme under the MSCA Grant No.751561.

    Contact Details

    Room:  NW604 
    Phone:  0121 204 3538

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    Research Output

    Analytical model of nonlinear noise in the b-modulated optical transmission systems

    Derevyanko, S., Shepelsky, D., Pankratova, M., Vasylchenkova, A., Chichkov, N. B. & Prilepsky, J. E., 15 May 2020.

    Research output: Contribution to conferencePaper

    Open Access
  • Signal-Noise Interaction in Optical-Fiber Communication Systems Employing Nonlinear Frequency-Division Multiplexing

    Pankratova, M., Vasylchenkova, A., Derevyanko, S., Chichkov, N. B. & Prilepsky, J. E., 8 May 2020, In : Physical Review Applied. 13, 5, 054021 .

    Research output: Contribution to journalArticle

    Open Access
  • Open Access
  • 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, 8871832

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Open Access