Marvyn Gulina

Belgium

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

Research activity 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

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30 Citations
1 h-Index
2 Conference contribution
2 Article
1 Abstract
1 Master's Thesis

Two methods to approximate the Koopman operator with a reservoir computer
Gulina, M. & MAUROY, ALEXANDRE., 9 Feb 2021, In: Chaos: an interdisciplinary journal of nonlinear science. 31, 2
Research output: Contribution to journal › Article › peer-review

Open Access
File
33 Downloads (Pure)
Two methods to approximate the Koopman operator with a reservoir computer
Gulina, M. & Mauroy, A., 2020.
Research output: Contribution to conference › Abstract › peer-review
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 proceeding › Conference contribution

File
8 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 proceeding › Conference 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 journal › Article › peer-review

Open Access

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 types › Participation in conference
39th Benelux meeting on Systems and Control
Marvyn GULINA (Contributor)
10 Mar 2020 → 12 Mar 2020
Activity: Participating in or organising an event types › Participation in conference
Ecole Doctorale Thématique (EDT) COMPLEX
Marvyn GULINA (Contributor)
4 Feb 2020
Activity: Participating in or organising an event types › Participation in conference
FOCUS Research Seminar
Marvyn GULINA (Participant)
6 Dec 2019
Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Young Mathematicians Symposium of the Greater Region
Marvyn GULINA (Poster)
23 Sep 2019 → 24 Sep 2019
Activity: Participating in or organising an event types › Participation in conference