138 citations · 1.1k across the 48 of their papers we have counts for
55 papers
Emergent hypernetworks in weakly coupled oscillators
Eddie Nijholt, Jorge Luis Ocampo-Espindola, Deniz Eroglu +2
Networks of weakly coupled oscillators had a profound impact on our understanding of complex systems. Studies on model reconstruction from data have shown prevalent contributions f…
On parameter identifiability in network-based epidemic models
István Zoltán Kiss, Péter L. Simon
Many models in mathematical epidemiology are developed with the aim to provide a framework for parameter estimation and then prediction. It is well-known that parameters are not al…
Dynamic Survival Analysis for non-Markovian Epidemic Models
Francesco Di Lauro, Wasiur R. KhudaBukhsh, Istvan Z. Kiss +3
We present a new method for analyzing stochastic epidemic models under minimal assumptions. The method, dubbed DSA, is based on a simple yet powerful observation, namely that popul…
Random heterogeneity outperforms design in network synchronization
Yuanzhao Zhang, Jorge L. Ocampo-Espindola, István Z. Kiss +1
A widely held assumption on network dynamics is that similar components are more likely to exhibit similar behavior than dissimilar ones and that generic differences among them are…
A unified and automated approach to attractor reconstruction
K. H. Krämer, G. Datseris, J. Kurths +3
We present a fully automated method for the optimal state space reconstruction from univariate and multivariate time series. The proposed methodology generalizes the time delay emb…
Coherent Dynamics Enhanced by Uncorrelated Noise
Zachary G. Nicolaou, Michael Sebek, Istvan Z. Kiss +1
Synchronization is a widespread phenomenon observed in physical, biological, and social networks, which persists even under the influence of strong noise. Previous research on osci…