Search Results - "Krivec, Tadej"

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  1. 1

    Simulation of variational Gaussian process NARX models with GPGPU by Krivec, Tadej, Papa, Gregor, Kocijan, Juš

    Published in ISA transactions (01-03-2021)
    “…Gaussian processes (GP) regression is a powerful probabilistic tool for modeling nonlinear dynamical systems. The downside of the method is its cubic…”
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    Journal Article
  2. 2

    Data-driven method for the improving forecasts of local weather dynamics by Krivec, Tadej, Kocijan, Juš, Perne, Matija, Grašic, Boštjan, Božnar, Marija Zlata, Mlakar, Primož

    “…This paper describes the modeling approach for lower atmosphere dynamics in a selected location. The purpose of this model is to provide short-term and…”
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    Journal Article