318 citations · 2.8k across the 60 of their papers we have counts for
4 papers · 1 filter
Detecting disturbances in network-coupled dynamical systems with machine learning
Per Sebastian Skardal, Juan G. Restrepo
Identifying disturbances in network-coupled dynamical systems without knowledge of the disturbances or underlying dynamics is a problem with a wide range of applications. For examp…
Suppressing unknown disturbances to dynamical systems using machine learning
Juan G. Restrepo, Clayton P. Byers, Per Sebastian Skardal
Identifying and suppressing unknown disturbances to dynamical systems is a problem with applications in many different fields. Here we present a model-free method to identify and s…
The Impact of Meta-Strategy on Attendance Dynamics in the El Farol Bar Problem
Rebecca E. Cohen, Juan G. Restrepo
The El Farol Bar Problem is a classic computational economics problem in which agents attempt to attend a weekly event at a bar only if it is not too crowded. Each agent has access…
Opinion disparity in hypergraphs with community structure
Nicholas W. Landry, Juan G. Restrepo
The division of a social group into subgroups with opposing opinions, which we refer to as opinion disparity, is a prevalent phenomenon in society. This phenomenon has been modeled…