135 citations · 377 across the 14 of their papers we have counts for
8 papers · 1 filter
Reply to comment on "Failure of the simultaneous block diagonalization technique applied to complete and cluster synchronization of random networks"
Shirin Panahi, Nelson Amaya, Isaac Klickstein +2
We respond briefly to a comment [1, arXiv:2110.15493] recently posted online on our paper [2, arXiv:2108.07893]. Complete and cluster synchronization of random networks is undoubte…
Cluster Synchronization of Networks via a Canonical Transformation for Simultaneous Block Diagonalization of Matrices
Shirin Panahi, Isaac Klickstein, Francesco Sorrentino
We study cluster synchronization of networks and propose a canonical transformation for simultaneous block diagonalization of matrices that we use to analyze stability of the clust…
Stability Analysis of Reservoir Computers Dynamics via Lyapunov Functions
Afroza Shirin, Isaac S. Klickstein, Francesco Sorrentino
A Lyapunov design method is used to analyze the nonlinear stability of a generic reservoir computer for both the cases of continuous-time and discrete-time dynamics. Using this met…
Optimal Input Placement in Lattice Graphs
Isaac Klickstein, Francesco Sorrentino
The control of dynamical, networked systems continues to receive much attention across the engineering and scientific research fields. Of particular interest is the proper way to d…
Control Energy of Lattice Graphs
Isaac Klickstein, Francesco Sorrentino
The control of complex networks has generated a lot of interest in a variety of fields from traffic management to neural systems. A commonly used metric to compare two particular c…
Prediction of Optimal Drug Schedules for Controlling Autophagy
Afroza Shirin, Isaac Klickstein, Song Feng +3
The effects of molecularly targeted drug perturbations on cellular activities and fates are difficult to predict using intuition alone because of the complex behaviors of cellular…
Optimal Control of Networks in the presence of Attackers and Defenders
Ishan Kafle, Sudarshan Bartaula, Afroza Shirin +3
We consider the problem of a dynamical network whose dynamics is subject to external perturbations (`attacks') locally applied at a subset of the network nodes. We assume that the…
Energy Scaling of Targeted Optimal Control of Complex Networks
Isaac S. Klickstein, Afroza Shirin, Francesco Sorrentino
Recently it has been shown that the control energy required to control a dynamical complex network is prohibitively large when there are only a few control inputs. Most methods to…