Search Results for author: Yuanzhao Zhang

Found 7 papers, 5 papers with code

A Catch-22 of Reservoir Computing

1 code implementation18 Oct 2022 Yuanzhao Zhang, Sean P. Cornelius

Reservoir Computing (RC) is a simple and efficient model-free framework for data-driven predictions of nonlinear dynamical systems.

Unified treatment of synchronization patterns in generalized networks with higher-order, multilayer, and temporal interactions

1 code implementation1 Oct 2020 Yuanzhao Zhang, Vito Latora, Adilson E. Motter

When describing complex interconnected systems, one often has to go beyond the standard network description to account for generalized interactions.

Adaptation and Self-Organizing Systems Disordered Systems and Neural Networks

Symmetry-independent stability analysis of synchronization patterns

1 code implementation11 Mar 2020 Yuanzhao Zhang, Adilson E. Motter

The field of network synchronization has seen tremendous growth following the introduction of the master stability function (MSF) formalism, which enables the efficient stability analysis of synchronization in large oscillator networks.

Adaptation and Self-Organizing Systems Disordered Systems and Neural Networks Dynamical Systems Chaotic Dynamics

Critical Switching in Globally Attractive Chimeras

1 code implementation18 Nov 2019 Yuanzhao Zhang, Zachary G. Nicolaou, Joseph D. Hart, Rajarshi Roy, Adilson E. Motter

We report on a new type of chimera state that attracts almost all initial conditions and exhibits power-law switching behavior in networks of coupled oscillators.

Disordered Systems and Neural Networks Dynamical Systems Adaptation and Self-Organizing Systems Chaotic Dynamics Pattern Formation and Solitons

Topological Control of Synchronization Patterns: Trading Symmetry for Stability

1 code implementation8 Feb 2019 Joseph D. Hart, Yuanzhao Zhang, Rajarshi Roy, Adilson E. Motter

Symmetries are ubiquitous in network systems and have profound impacts on the observable dynamics.

Adaptation and Self-Organizing Systems Disordered Systems and Neural Networks Chaotic Dynamics Pattern Formation and Solitons

Asymmetry-Induced Synchronization in Oscillator Networks

no code implementations22 May 2017 Yuanzhao Zhang, Takashi Nishikawa, Adilson E. Motter

A scenario has recently been reported in which in order to stabilize complete synchronization of an oscillator network---a symmetric state---the symmetry of the system itself has to be broken by making the oscillators nonidentical.

Adaptation and Self-Organizing Systems Disordered Systems and Neural Networks Chaotic Dynamics Pattern Formation and Solitons

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