3 citations · 3 across the 2 of their papers we have counts for
3 papers
eess.SP2020
Expectation-Maximization Algorithm for Identification of Mesh-based Compartment Thermal Model of Power Modules
Jakub Ševčík, Václav Šmídl, Ondřej Straka
Accurate knowledge of temperatures in power semiconductor modules is crucial for proper thermal management of such devices. Precise prediction of temperatures allows to operate the…
stat.ML2018
Improved Calibration of Numerical Integration Error in Sigma-Point Filters
Jakub Prüher, Toni Karvonen, Chris J. Oates +2
The sigma-point filters, such as the UKF, which exploit numerical quadrature to obtain an additional order of accuracy in the moment transformation step, are popular alternatives t…
stat.ME2017★ 3 cited
Student-t Process Quadratures for Filtering of Non-Linear Systems with Heavy-Tailed Noise
Jakub Prüher, Filip Tronarp, Toni Karvonen +2
The aim of this article is to design a moment transformation for Student- t distributed random variables, which is able to account for the error in the numerically computed mean. W…