13 citations · 50 across the 14 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
eess.SY2023
Frequency-domain Gaussian Process Models for Uncertainties
Alex Devonport, Peter Seiler, Murat Arcak
Complex-valued Gaussian processes are commonly used in Bayesian frequency-domain system identification as prior models for regression. If each realization of such a process were an…
eess.SY2023★ 4 cited
Trajectory-based Robustness Analysis for Nonlinear Systems
Peter Seiler, Raghu Venkataraman
This paper considers the robustness of an uncertain nonlinear system along a finite-horizon trajectory. The uncertain system is modeled as a connection of a nonlinear system and a…