2 papers
eess.SY2025
Data-driven certificates of constraint enforcement and stability for unmodeled, discrete dynamical systems using tree data structures
Amy K. Strong, Ali Kashani, Claus Danielson +1
This paper addresses the critical challenge of developing data-driven certificates for the stability and safety of unmodeled dynamical systems by leveraging a tree data structure a…
math.OC2024
Improved Small-Signal L2 Gain Analysis for Nonlinear Systems
Amy Strong, Reza Lavaei, Leila J. Bridgeman
TheL2-gain characterizes a dynamical system's input-output properties, but can be difficult to determine for nonlinear systems. Previous work designed a nonconvex optimization prob…