• 17 Citations
  • 1 h-Index
20172020

Research output per year

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Personal profile

Diplomas

Physical Sciences Bachelor (UNamur, 2014)

Mathematical Sciences Bachelor (UNamur, 2015)

Physical Sciences Master (ULB, 2017)

Areas of expertise

Fingerprint Dive into the research topics where Marvyn GULINA is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Research Output

  • 17 Citations
  • 1 h-Index
  • 2 Conference contribution
  • 2 Article
  • 1 Abstract
  • 1 Master's Thesis
File
  • Two methods to approximate the Koopman operator with a reservoir computer

    Gulina, M. & Mauroy, A., 2020.

    Research output: Contribution to conferenceAbstract

    Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer

    Gulina, M. & Mauroy, A., 19 Mar 2019, Book of Abstracts : 38th Benelux Meeting on Systems and Control. Patrinos, P., Markovsky, I., Michiels, W., Swevers, J. & Waldherr, S. (eds.). KU Leuven, p. 42 211 p.

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

    File
  • 1 Downloads (Pure)

    Spying on chaos-based cryptosystems with reservoir computing

    Antonik, P., Gulina, M., Pauwels, J., Rontani, D., Haelterman, M. & Massar, S., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, Vol. 2018-July. p. 1-7 7 p. 8489102. (2018 International Joint Conference on Neural Networks (IJCNN)).

    Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

  • Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography

    Antonik, P., Gulina, M., Pauwels, J. & Massar, S., 24 Jul 2018, In : Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 98, 1, 9 p., 012215.

    Research output: Contribution to journalArticle

    Open Access
  • Activities

    • 6 Participation in conference
    • 5 Participation in workshop, seminar, course

    Second Symposium on Machine Learning and Dynamical Systems

    Marvyn GULINA (Contributor)

    15 Sep 2020

    Activity: Participating in or organising an event typesParticipation in conference

    39th Benelux meeting on Systems and Control

    Marvyn GULINA (Contributor)

    10 Mar 202012 Mar 2020

    Activity: Participating in or organising an event typesParticipation in conference

    Ecole Doctorale Thématique (EDT) COMPLEX

    Marvyn GULINA (Contributor)

    4 Feb 2020

    Activity: Participating in or organising an event typesParticipation in conference

    FOCUS Research Seminar

    Marvyn GULINA (Participant)

    6 Dec 2019

    Activity: Participating in or organising an event typesParticipation in workshop, seminar, course

    Young Mathematicians Symposium of the Greater Region

    Marvyn GULINA (Poster)

    23 Sep 201924 Sep 2019

    Activity: Participating in or organising an event typesParticipation in conference