135 citations · 351 across the 12 of their papers we have counts for
13 papers
Towards Stable Interstellar Flight: Levitation of a Laser-Propelled Sailcraft*
Afroza Shirin, Edl Schamiloglu, Rafael Fierro
Exploring and traveling to distant stars has long fascinated humanity but has been limited due to the vast distances. The Breakthrough Starshot Program aims at eliminating this lim…
Reservoir Computers with Random and Optimized Time-Shifts
Enrico Del Frate, Afroza Shirin, Francesco Sorrentino
We investigate the effects of application of random time-shifts to the readouts of a reservoir computer in terms of both accuracy (training error) and performance (testing error.)…
Reservoir Computers Modal Decomposition and Optimization
Chad Nathe, Enrico Del Frate, Thomas Carroll +3
The topology of a network associated with a reservoir computer is often taken so that the connectivity and the weights are chosen randomly. Optimization is hardly considered as the…
Data-driven Optimized Control of the COVID-19 Epidemics
Afroza Shirin, Yen Ting Lin, Francesco Sorrentino
Optimizing the impact on the economy of control strategies aiming at containing the spread of COVID-19 is a critical challenge. We use daily new case counts of COVID-19 patients re…
Symmetries and Cluster Synchronization in Multilayer Networks
F. Della Rossa, L. Pecora, K. Blaha +3
Real-world systems in epidemiology, social sciences, power transportation, economics and engineering are often described as multilayer networks. Here we first define and compute th…
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…