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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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
Two methods to approximate the Koopman operator with a reservoir computer
Gulina, M. & MAUROY, ALEXANDRE., 24 Aug 2020, (Submitted) In : Chaos: an interdisciplinary journal of nonlinear science.Research output: Contribution to journal › Article
File
Two methods to approximate the Koopman operator with a reservoir computer
Gulina, M. & Mauroy, A., 2020.Research output: Contribution to conference › Abstract
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
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 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
Open Access
Activities
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