On the approximations of the Koopman operator and applications to spectral identification of networks

Gulina, Marvyn (PI)
Mauroy, Alexandre (Supervisor)
Carletti, Teo (Co-supervisor)

Project: PHD

5 Conference contribution
1 Article

6 results

2023
Spectral identification in networks of pulse-coupled oscillators
Gulina, M. & Mauroy, A., 21 Mar 2023, 42nd Benelux Meeting on Systems and Control : Book of Abstracts. Carloni, R., Alonso-Mora, J., Jayawardhana, B. & Lefeber, E. (eds.). University of Groningen, p. 35 1 p.
Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Open Access
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93 Downloads (Pure)
2022
Spectral identification of networks with generalized diffusive coupling
Gulina, M. & Mauroy, A., 12 Sept 2022, 25th International Symposium on Mathematical Theory of Networks and Systems MTNS 2022: Bayreuth, Germany, September 12-16, 2022. 30 ed. IFAC-PapersOnLine, Vol. 55. p. 492 - 497 6 p. (IFAC-PapersOnLine).
Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Open Access
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89 Downloads (Pure)
Spectral network identification with generalized diffusive coupling
Gulina, M. & Mauroy, A., 5 Jul 2022, 41st Benelux Meeting on Systems and Control : Book of Abstract. Vande Wouwer, A., Kinnaert, M., Garone, E., Dewasme, L. & Pimentel, G. A. (eds.). Presses universitaires de Mons, 1 p.
Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Open Access
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25 Downloads (Pure)
2021
Two methods to approximate the Koopman operator with a reservoir computer
Gulina, M. & MAUROY, A., 9 Feb 2021, In: Chaos. 31, 2, 023116.
Research output: Contribution to journal › Article › peer-review

Open Access
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192 Downloads (Pure)
2020
Two methods to approximate the Koopman operator with a reservoir computer
Gulina, M. & Mauroy, A., 2020, Book of abstracts: 39th Benelux meeting on Systems and Control.
Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution

Open Access
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26 Downloads (Pure)
2019
Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer
Gulina, M. & Mauroy, A. (Supervisor), 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

Open Access
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126 Downloads (Pure)

On the approximations of the Koopman operator and applications to spectral identification of networks

Research output

Search results

2023

Spectral identification in networks of pulse-coupled oscillators

2022

Spectral identification of networks with generalized diffusive coupling

Spectral network identification with generalized diffusive coupling

2021

Two methods to approximate the Koopman operator with a reservoir computer

2020

Two methods to approximate the Koopman operator with a reservoir computer

2019

Dictionary learning in Extended Dynamic Mode Decomposition using a reservoir computer