Sebastian Rojas Gonzalez

Sebastian Rojas Gonzalez

Position

Post-Doctoral researcher at the Department of Information Technology (INTEC)

Coordinates

mail  Ghent University
>> IDLab research group (staff)
iGent, Technologiepark-Zwijnaarde 126,
B-9052 Gent, Belgium
phone +32 9 264 3316
email sebastian.rojasgonzalez - @ - ugent.be

View Tom Dhaene's profile on Google Scholar

Biography

Sebastian Rojas Gonzalez obtained a degree in Industrial Systems Engineering from the Costa Rica Institute of Technology in 2012, where he also received training in Astronomy and Astrophysics. In 2016 he obtained a M.Sc. in Applied Mathematics from the Harbin Institute of Technology in Harbin, China. In 2016 he moved to the Department of Decision Sciences of KU Leuven, Belgium, to work on a PhD in multiobjective simulation optimization. His research work is centered on developing stochastic optimization algorithms assisted by machine learning techniques for multi-criteria decision making. In 2020 Sebastian obtained an FWO Post-doctoral Fellowship, and is jointly working with the Department of Information Technology at Ghent University (BE), the Department of Quantitative Methods at University of Hasselt (BE), and the Department of Operations (Research) at The University of Warwick (UK). 

Research interests

  • Bayesian optimization
  • Surrogate modeling 
  • Gaussian Processes (Kriging)
  • Multiobjective (simulation) optimization 
  • Optimization under uncertainty
  • Aplication of machine learning methods to astronomical datasets

Publications

Refereed publications