Markovsky, Ivan

Engineering Sciences

Centre Internacional de Mètodes Numèrics a Enginyeria (CIMNE)

Email imarkovsky@cimne.upc.edu

Department Credible data-driven Models

Address Calle Gran Capitán, s/n. Ed. C1

Address 2 Edifici C1, Gran Capità

Postal code 08035

City Barcelona

Keywords

system identification
data-driven modeling
low-rank approximation

Short biography Research interests Lines of research Publications Conferences & workshops Courses & seminars PhDs, masters & TFGs

Short biography

My Ph.D. is in electrical engineering from the Katholieke Universiteit Leuven, Belgium. From 2006 to 2012 I was a lecturer at the School of Electronics and Computer Science of the University of Southampton, U.K. and from 2012 to 2022 a research professor at the Vrije Universiteit Brussel, Belgium. My expertise is in system identification and data-driven control. In 2010, I was awarded an ERC starting grant for a structured low-rank approximation approach to data-driven control. Current topics of interest are data-driven methods for nonlinear, time-varying, and distributed systems.