154 citations · 1.7k across the 72 of their papers we have counts for
75 papers
Inference of Unknown Dynamical Components Using Next Generation Reservoir Computing: From Chaotic Systems to Climate Data
Jule Budnick, Andrew Keane, Serhiy Yanchuk
We investigate next generation reservoir computing (NGRC) as a data-driven approach for inferring unseen components of dynamical systems. We compare NGRC with traditional reservoir…
Frequency bursts in adaptive delay-coupled oscillators
Yu Wang, Jan Sieber, Jinde Cao +3
We report on frequency bursting oscillations in a system of phase oscillators with adaptive and delayed coupling. Adaptation of the coupling strengths is considered slow and depend…
Self-organizing Chimera States in Adaptive Networks
Felix Augustsson, Rok Cestnik, Matthias Wolfrum +3
We propose a minimal adaptive network model with product-form coupling that reduces dimensionality while capturing key features of synaptic plasticity. The system spontaneously sel…
Singular basins in multiscale systems: tunneling between stable states
Serhiy Yanchuk, Sebastian Wieczorek, Hildeberto Jardón-Kojakhmetov +1
Real-world systems often evolve on different timescales and possess multiple coexisting stable states. Whether or not a system returns to a given stable state after being perturbed…
Delayed Interactions in Active Agents: Stability and Formations
Yu Wang, Andreas Amann, Jinde Cao +2
Active agents with time-delayed interactions arise naturally in various real-world systems, such as biological systems, transportation networks and robotic swarms. Such systems are…
Tipping in an adaptive climate network model
Tom Bdolach, Jürgen Kurths, Serhiy Yanchuk
With rising global temperatures Earth's tipping elements are becoming increasingly more vulnerable to crossing their critical thresholds. The reaching of such tipping points does n…