A classical reduced order model (ROM) for dynamical problems typically involves only the
spatial reduction of a given problem. Recently, a novel space–time ROM for linear …

The Loewner framework for model reduction is extended to the class of linear switched
systems. One advantage of this framework is that it introduces a trade-off between accuracy …

This paper studies Gramian-based reachability metrics for bilinear control systems. In the
context of complex networks, bilinear systems capture scenarios where an actuator not only …

We address the problem of learning the parameters of a mean square stable switched linear
systems (SLS) with unknown latent space dimension, or order, from its noisy input–output …

We propose a model order reduction approach for balanced truncation of linear switched
systems. Such systems switch among a finite number of linear subsystems or modes. We …

This paper addresses model reduction and extends balanced truncation to the class of
switched affine systems with endogenous switching. The switched affine system is rewritten …

In this contribution we present two approaches allowing to find a reduced order approximant
of a full order model featuring a moving load term. First, we apply the Balanced Truncation …

This paper investigates the model reduction problem based on balanced truncation for
uncertain continuous-time Markovian jump linear systems with time-varying delay in the …

We present an algorithm for reducing the number of continuous states of a discrete time
linear switched system, such that the reduced system has the same input–output behavior …

In this paper, we propose new algebraic Gramians for continuous-time switched linear
systems, which satisfy generalized Lyapunov equations. The main contribution of this paper …