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Personal profile
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
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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APROCS: Automated Linear Parameter-Varying Modeling and Control Synthesis for Nonlinear Complex Systems
Tóth, R. (Project Manager), Tóth, R. (Project member), Schoukens, M. (Project member), Bloemers, T. A. H. (Project member), Koelewijn, P. J. W. (Project member), Nawijn, H. (Project communication officer), Iacob, L. C. (Project member) & van der Hagen, D. (Project communication officer)
1/09/17 → 31/03/23
Project: Research 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 p.Research output: Book/Report › Report › Academic
Open AccessFile -
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 p., 111525.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Citations (Scopus)125 Downloads (Pure) -
Embedding of Polynomial Nonlinear Systems into Finite Dimensional Koopman Representations
Iacob, L. C., Schoukens, M. & Tóth, R., 2023, p. 149. 1 p.Research output: Contribution to conference › 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, p. 6423-6428 6 p.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile1 Citation (Scopus)70 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, p. 2288-2293 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile11 Citations (Scopus)66 Downloads (Pure)
Thesis
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Composition of Thermodynamic Systems: Thermal Conduction in Solids
Iacob, L. C. (Author), Weiland, S. (Supervisor 1) & Lou, D. (Supervisor 2), 17 Oct 2019Student thesis: Master
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