34 citations · 57 across the 7 of their papers we have counts for
7 papers
Physics-informed distribution of relaxation times estimation and latent-space condition monitoring of solid oxide fuel and electrolysis cells from electrochemical impedance spectroscopy
Žan Gorenc, Žiga Gradišar, Felix Mütter +2
Estimating the distribution of relaxation times (DRT) fromelectrochemical impedance spectroscopy (EIS) is an ill-posed inverse problem that is highly sensitive to regularisation ch…
Uncertainty-Aware Extrapolation in Bayesian Oblique Trees
Viktor Andonovikj, Sašo Džeroski, Pavle Boškoski
Decision trees are widely used due to their interpretability and efficiency, but they struggle in regression tasks that require reliable extrapolation and well-calibrated uncertain…
Directional coupling detection through cross-distance vectors
Martin Brešar, Pavle Boškoski
Inferring the coupling direction from measured time series of complex systems is challenging. We propose a new state space based causality measure obtained from cross-distance vect…
Occupation similarity through bipartite graphs
Pavle Boškoski, Matija Perne, Tjaša Redek +1
Similarity between occupations is a crucial piece of information when making career decisions. However, the notion of a single and unified occupation similarity measure is more of…
Detection of coupling in Duffing oscillator systems
Martin Brešar, Pavle Boškoski, Martin Horvat
In complex dynamical systems, the detection of coupling and its direction from observed time series is a challenging task. We study coupling in coupled Duffing oscillator systems i…
Variational Bayes survival analysis for unemployment modelling
Pavle Boškoski, Matija Perne, Martina Rameša +1
Mathematical modelling of unemployment dynamics attempts to predict the probability of a job seeker finding a job as a function of time. This is typically achieved by using informa…
Evaluating uncertainties in electrochemical impedance spectra of solid oxide fuel cells
Luka Žnidarič, Gjorgji Nusev, Bertrand Morel +3
Electrochemical impedance spectroscopy (EIS) is a widely used tool for characterization of fuel cells and other electrochemical conversion systems. When applied to the on-line moni…