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.
My destination is no longer a place, rather a new way of seeing." Marcel Proust
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.
Deep Identification of Nonlinear Systems in Koopman Form60th IEEE Conference on Decision and Control, CDC 2021 (2022)
Learning Linear Surrogate Models of Nonlinear SystemsBenelux Workshop on Systems and Control 2021 (2021)
LPV Modeling Using the Koopman Operator39th Benelux Meeting on Systems and Control (2020)
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