26 citations · 27 across the 2 of their papers we have counts for
3 papers
Dynamical and statistical properties of estimated high-dimensional ODE models: The case of the Lorenz'05 type II model
Aljaz Pavšek, Martin Horvat, Jus Kocijan
The performance of estimated models is often evaluated in terms of their predictive capability. In this study, we investigate another important aspect of estimated model evaluation…
Dynamic System Identification of Underwater Vehicles Using Multi-Output Gaussian Processes
Wilmer Ariza Ramirez, Jus Kocijan, Zhi Leong +2
Non-parametric system identification with Gaussian Processes for underwater vehicles is explored in this research with the purpose of modelling autonomous underwater vehicle (AUV)…
Equation Discovery for Nonlinear System Identification
Nikola Simidjievski, Ljupčo Todorovski, Juš Kocijan +1
Equation discovery methods enable modelers to combine domain-specific knowledge and system identification to construct models most suitable for a selected modeling task. The method…