17 citations · 48 across the 18 of their papers we have counts for
11 papers · 1 filter
Vibrational Control of Complex Networks
Yuzhen Qin, Fabio Pasqualetti, Danielle S. Bassett +1
The stability of complex networks, from power grids to biological systems, is crucial for their proper functioning. It is thus important to control such systems to maintain or rest…
Vibrational Stabilization of Cluster Synchronization in Oscillator Networks
Yuzhen Qin, Alberto Maria Nobili, Danielle S. Bassett +1
Cluster synchronization is of paramount importance for the normal functioning of numerous technological and natural systems. Deviations from normal cluster synchronization patterns…
Vibrational Stabilization of Complex Network Systems
Alberto Maria Nobili, Yuzhen Qin, Carlo Alberto Avizzano +2
Many natural and man-made network systems need to maintain certain patterns, such as working at equilibria or limit cycles, to function properly. Thus, the ability to stabilize suc…
Direct vs Indirect Methods for Behavior-based Attack Detection
Darshan Gadginmath, Vishaal Krishnan, Fabio Pasqualetti
We study the problem of data-driven attack detection for unknown LTI systems using only input-output behavioral data. In contrast with model-based detectors that use errors from an…
On Direct vs Indirect Data-Driven Predictive Control
Vishaal Krishnan, Fabio Pasqualetti
In this work, we compare the direct and indirect approaches to data-driven predictive control of stochastic linear time-invariant systems. The distinction between the two approache…
Learning Minimum-Energy Controls from Heterogeneous Data
Giacomo Baggio, Fabio Pasqualetti
In this paper we study the problem of learning minimum-energy controls for linear systems from heterogeneous data. Specifically, we consider datasets comprising input, initial and…