318 citations · 2.8k across the 60 of their papers we have counts for
9 papers · 1 filter
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…
Synchronization of phase oscillators on complex hypergraphs
Sabina Adhikari, Juan G. Restrepo, Per Sebastian Skardal
We study the effect of structured higher-order interactions on the collective behavior of coupled phase oscillators. By combining a hypergraph generative model with dimensionality…
Multistability in coupled oscillator systems with higher-order interactions and community structure
Per Sebastian Skardal, Sabina Adhikari, Juan G. Restrepo
We study synchronization dynamics in populations of coupled phase oscillators with higher-order interactions and community structure. We find that the combination of these two prop…
Greedy optimization for growing spatially embedded oscillatory networks
Damien Beecroft, Juan G. Restrepo, David Angulo-Garcia
The coupling of some types of oscillators requires the mediation of a physical link between them, rendering the distance between oscillators a critical factor to achieve synchroniz…
Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links
Amitava Banerjee, Jaideep Pathak, Rajarshi Roy +2
We introduce and test a general machine-learning-based technique for the inference of short term causal dependence between state variables of an unknown dynamical system from time…
Competitive Suppression of Synchronization and Non-Monotonic Transitions in Oscillator Communities with Distributed Time Delay
Juan G. Restrepo, Per Sebastian Skardal
Community structure and interaction delays are common features of ensembles of network coupled oscillators, but their combined effect on the emergence of synchronization has not be…