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Some selected publications:
G. Gregorcic, Florian Oberlechner and Peter Drage. Modeling and
control of thermal cycles in vehicle electrification. In Proceedings
of the IEEE 25th Mediterranean Conference on Control and Automation
(MED), pages 198–203, Valletta, Malta, Jul. 2017.
Oliver Koenig, Gregor Gregorcic, and Stefan Jakubek. Model predictive
control of a DCDC converter for battery emulation. Control Engineering
Practice, 21(4):428– 440, Apr. 2013.
Gregor Gregorcic and Gordon Lightbody.
Gaussian Process Internal Model Control.
International Journal of Systems Science, 43(11):2079–2094,
Nov. 2012
Gregor Gregorcic and Gordon Lightbody.
Nonlinear Model-based Control of Highly Non-linear Processes.
Computers & Chemical Engineering, Volume 34, Issues 8, August
2010, Pages 1268-1281.
Gregor Gregorcic and Gordon Lightbody.
Gaussian Process Approach for Modelling of Nonlinear Systems.
Engineering Applications of Artificial Intelligence, Volume
22, Issues 4-5, June 2009, Pages 522-533.
Gregor Gregorcic and Gordon Lightbody.
Nonlinear System Identification: From Multiple Model Networks to
Gaussian Processes.
Engineering Applications of Artificial Intelligence, Volume
21, Issue 7, Oct. 2008, Pages 1035-1055.
Gregor Gregorcic and Gordon Lightbody.
Local Model Network Identification with Gaussian Processes.
IEEE Transactions on Neural Networks, Volume 18, Issue 5,
Sep. 2007 Pages: 1404-1423.
Stephen Faul, Gregor Gregorcic, Geraldine Boylan, William Marnane,
Gordon Lightbody and Sean Connolly.
Gaussian Process Modeling of EEG for the Detection of Neonatal Seizures.
IEEE Transactions on Biomedical Engineering, Volume 54, Issue
12, Dec. 2007 Pages: 2151-2162.
Gregor Gregorcic and Gordon Lightbody.
Gaussian
Process Approaches to Nonlinear Modelling for Control.
A book chapter in: Intelligent
Control Systems Using Computational Intelligence Techniques,
A. E. Ruano, editor, IEE Intelligent Control Series, IEE, 2005.
A full publication list is available here
(46KB pdf document).
My Citations at Google Scholar are available here.
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