Jožef Stefan Institute Department of Systems and Control Jožef Stefan Institute

Publications in year 2023

Original Scientific Article (1.01)

  1. GRANCHAROVA, Alexandra, VALKOVA, Ivana, HVALA, Nadja, KOCIJAN, Juš. Distributed predictive control based on Gaussian process models. Automatica, Mar. 2023, vol. 149, [article no.] 110807, 1-9, 2023. link
  2. PERNE, Matija, KOCIJAN, Juš, BOŽNAR, Marija, GRAŠIČ, Boštjan, MLAKAR, Primož. Hybrid forecasting of wind for air pollution dispersion over complex terrain. Journal of environmental informatics, 2023, 41, 2, 88-103, 2023. link
  3. HVALA, Nadja, MLAKAR, Primož, GRAŠIČ, Boštjan, BOŽNAR, Marija, PERNE, Matija, KOCIJAN, Juš. Surrogate tree ensemble model representing 2D population doses over complex terrain in the event of a radiological release into the air. Progress in nuclear energy, Apr. 2023, vol. 158, [article no.] 104594, 1-16, 2023. link
  4. Stržinar, Žiga, Pregelj, Boštjan, Škrjanc, Igor. Soft sensor for non-invasive detection of process events based on Eigenresponse Fuzzy Clustering. Applied Soft Computing, Elsevier, 2023, 132, 109859. link
  5. KOCIJAN, Juš, HVALA, Nadja, PERNE, Matija, MLAKAR, Primož, GRAŠIČ, Boštjan, BOŽNAR, Marija. Surrogate modelling for the forecast of Seveso-type atmospheric pollutant dispersion. Stochastic environmental research and risk assessment, 2023, vol. 37, no. 1, 275-290, 2023. link
  6. PAVŠEK, Aljaž, HORVAT, Martin, KOCIJAN, Juš. Dynamical and statistical properties of estimated high-dimensional ODE models : the case of the Lorenz %05 type II model. Chaos, 2023, vol. 33, iss. 7, [article no.] 073127, str. 073127-1-073127-14. link

Published Scientific Conference contribution (1.08)

  1. KRIVEC, Tadej, KOCIJAN, Juš, BOŽNAR, Marija. Verjetnostna napoved atmosferskih spremenljivk v okolici nuklearne elektrarne Krško. MUŠKINJA, Nenad (ur.), ROTOVNIK, Milan (ur.), BRATINA, Božidar (ur.). AIG'23 : 13.-14. april 2023, Hotel Habakuk, Maribor : zbornik trinajste konference Avtomatizacija v industriji in gospodarstvu, (Zbirka Zborniki prispevkov konference AIG), Ljubljana: Društvo avtomatikov Slovenije, 2023. link
  2. KOCIJAN, Juš, HVALA, Nadja, GRAŠIČ, Boštjan, MLAKAR, Primož. Surrogate grid model of an atmospheric pollutant spread. IFAC papersOnline, Elsevier, 2023, vol. 56, iss. 2, str. 8314-8319. link
  3. GRANCHAROVA, Alexandra, XIE, Junhong, KOCIJAN, Juš. Steady state optimization and model predictive control of a tubular reactor. International Conference Automatics and Informatics'2023 : [proceedings] : October 5 - 7, 2023, Varna, Bulgaria., cop. 2023. Str. 246-251, Piscataway: IEEE, 2023, 246-251. link

Other Articles or Component Parts (1.25)

  1. MCLOONE, Seán, GUELTON, Kevin, GUERRA, Thierry, SUSTO, Gian Antonio, KOCIJAN, Juš, ROMERES, Diego. Introduction to the special issue on Intelligent Control and Optimisation. Engineering applications of artificial intelligence, Elsevier, 2023, vol. 123, pt. B. link

Reviewed University and Academic Textbook (2.03)

  1. KOCIJAN, Juš. Modelling dynamic systems with artificial neural networks%and related methods. Nova Gorica: University of Nova Gorica Press, 2023. link