Juš Kocijan

Gaussian process model based predictive control

Juš Kocijan, Roderick Murray‐Smith, Carl Edward Rasmussen et al. · 2004 · 277 citations

Engineering, Systems Engineering, Optimization +11

Dynamic systems identification with Gaussian processes

Juš Kocijan, Agathe Girard, Blaž Banko et al. · Mathematical and Computer Modelling of Dynamical Systems · 2005 · 218 citations · Full text

Engineering, Computer Science, Systems Engineering +17

Predictive control of a gas–liquid separation plant based on a Gaussian process model

Bojan Likar, Juš Kocijan · Computers & Chemical Engineering · 2006 · 132 citations

Engineering, Chemical Engineering, Process Control +13

Application of Gaussian processes for black-box modelling of biosystems

K. Ažman, Juš Kocijan · ISA Transactions · 2007 · 109 citations

Engineering, Biosystems Engineering, Biological Systems Modeling +12

Explicit stochastic predictive control of combustion plants based on Gaussian process models

Alexandra Grancharova, Juš Kocijan, Tor Arne Johansen · Automatica · 2008 · 88 citations

Engineering, Chemical Engineering, Mechanical Engineering +16