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
Projecten
- 1 Actief
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ERC Grant R. Toth (APROCS)
Tóth, R., Tóth, R., Schoukens, M., Bloemers, T. A. H., Koelewijn, P. J. W., Nawijn, H., Iacob, L. C. & van der Hagen, D.
1/09/17 → 31/08/22
Project: Onderzoek direct
Onderzoeksoutput
- 3 Conferentiebijdrage
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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, CDC 2021. Institute of Electrical and Electronics Engineers, blz. 2288-2293 6 blz. 9682946. (Proceedings of the IEEE Conference on Decision and Control; vol. 2021-December).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
7 Downloads (Pure) -
Learning Linear Surrogate Models of Nonlinear Systems
Iacob, L. C., Tóth, R. & Schoukens, M., jun. 2021, Benelux Workshop on Systems and Control: Book of Abstracts. Lefeber, E. & Hendrickx, J. (redactie). Delft University of Technology, blz. 44 1 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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LPV Modeling Using the Koopman Operator
Iacob, L. C., Tóth, R. & Schoukens, M., mrt. 2020, 39th Benelux Meeting on Systems and Control: Book of Abstracts. Carloni, R., Jayawardhana, B. & Lefeber, E. (redactie). Groningen: University of Groningen, blz. 133 1 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access
Scriptie
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Composition of Thermodynamic Systems: Thermal Conduction in Solids
Auteur: Iacob, L. C., 17 okt. 2019Begeleider: Weiland, S. (Afstudeerdocent 1) & Lou, D. (Afstudeerdocent 2)
Scriptie/Masterproef: Master
Bestand