Projecten per jaar
Persoonlijk profiel
Research profile
Lucian Cristian Iacob is a Doctoral Candidate at the Control Systems (CS) Group in the Department of Electrical Engineering. His current research is on modeling and analysis of nonlinear systems using the Koopman and Linear Parameter-Varying (LPV) frameworks, under the supervision of Associate Professor Roland Tóth and Assistant Professor Maarten Schoukens, in the Automated Linear Parameter-Varying Modeling and Control Synthesis for Nonlinear Complex Systems (ARPOCS) project. His main research interests include modeling and identification of nonlinear systems and machine learning techniques.
Academic background
Lucian Cristian Iacob obtained his BSc degree in Automation and Applied Informatics at the Technical University of Cluj-Napoca, in 2017. During his BSc degree he spent three months at the Institute for Artificial Intelligence (IAI), at the University of Bremen. He obtained his MSc degree in Systems and Control at Eindhoven University of Technology (TU/e) in 2019, with the distinction ‘great appreciation’. He caried out his internship project at the Dutch Institute for Fundamental Energy Research (DIFFER), under the supervision of dr. ir. Matthijs van Berkel. For his MSc thesis, he worked on the topic of composition of thermodynamic systems, under the supervision of Full Professor Siep Weiland.
Quote
"My destination is no longer a place, rather a new way of seeing." Marcel Proust
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 1 Afgelopen
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ERC Grant R. Toth (APROCS)
Tóth, R. (Project Manager), Tóth, R. (Projectmedewerker), Schoukens, M. (Projectmedewerker), Bloemers, T. A. H. (Projectmedewerker), Koelewijn, P. J. W. (Projectmedewerker), Nawijn, H. (Project communicatie medewerker), Iacob, L. C. (Projectmedewerker) & van der Hagen, D. (Project communicatie medewerker)
1/09/17 → 31/03/23
Project: Onderzoek direct
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Exact Koopman Embedding of Discrete Time Wiener-Hammerstein Structure with Noise
Iacob, L. C., Tóth, R. & Schoukens, M., 2025, 6 blz.Onderzoeksoutput: Boek/rapport › Rapport › Academic
Open AccessBestand2 Downloads (Pure) -
Koopman form of nonlinear systems with inputs
Iacob, L. C. (Corresponding author), Tóth, R. (Corresponding author) & Schoukens, M. (Corresponding author), apr. 2024, In: Automatica. 162, 10 blz., 111525.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand17 Citaten (Scopus)128 Downloads (Pure) -
Embedding of Polynomial Nonlinear Systems into Finite Dimensional Koopman Representations
Iacob, L. C., Schoukens, M. & Tóth, R., 2023, blz. 149. 1 blz.Onderzoeksoutput: Bijdrage aan congres › Abstract › Academic
3 Downloads (Pure) -
Finite Dimensional Koopman Form of Polynomial Nonlinear Systems
Iacob, L. C., Schoukens, M. & Tóth, R., 1 jul. 2023, In: IFAC-PapersOnLine. 56, 2, blz. 6423-6428 6 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Congresartikel › peer review
Open AccessBestand1 Citaat (Scopus)72 Downloads (Pure) -
Deep Identification of Nonlinear Systems in Koopman Form
Iacob, L. C., Beintema, G. I., Schoukens, M. & Tóth, R., 1 feb. 2022, 60th IEEE Conference on Decision and Control. Institute of Electrical and Electronics Engineers, blz. 2288-2293 6 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand11 Citaten (Scopus)66 Downloads (Pure)
Scriptie
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Composition of Thermodynamic Systems: Thermal Conduction in Solids
Iacob, L. C. (Auteur), Weiland, S. (Afstudeerdocent 1) & Lou, D. (Afstudeerdocent 2), 17 okt. 2019Scriptie/Masterproef: Master
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