Research output per year
Research output per year
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
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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, 2Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Two methods to approximate the Koopman operator with a reservoir computer
Gulina, M. & Mauroy, A., 2020.Research output: Contribution to conference › Abstract › peer-review
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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
File4 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
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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
Activities
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Second Symposium on Machine Learning and Dynamical Systems
Marvyn GULINA (Contributor)
15 Sep 2020Activity: Participating in or organising an event types › Participation in conference
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39th Benelux meeting on Systems and Control
Marvyn GULINA (Contributor)
10 Mar 2020 → 12 Mar 2020Activity: Participating in or organising an event types › Participation in conference
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Ecole Doctorale Thématique (EDT) COMPLEX
Marvyn GULINA (Contributor)
4 Feb 2020Activity: Participating in or organising an event types › Participation in conference
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FOCUS Research Seminar
Marvyn GULINA (Participant)
6 Dec 2019Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Young Mathematicians Symposium of the Greater Region
Marvyn GULINA (Poster)
23 Sep 2019 → 24 Sep 2019Activity: Participating in or organising an event types › Participation in conference