Related Experiment Video
Updated: Oct 10, 2025

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
Published on: September 8, 2023
Time-delayed Kuramoto model in the Watts-Strogatz small-world networks
Sara Ameli1, Maryam Karimian2, Farhad Shahbazi2
1Max Plank Institute for Physics of Complex Systems, 01187 Dresden, Germany.
We investigated how time delays affect coupled phase oscillators in small-world networks. Synchronization improves within certain delay ranges, leading to distinct synchronized and glassy states with hysteresis.
Area of Science:
- Complex systems
- Network science
- Nonlinear dynamics
Background:
- Phase oscillators are fundamental in modeling coupled systems.
- Small-world networks exhibit unique topological properties.
- Time delays significantly impact network dynamics and synchronization.
Purpose of the Study:
- To investigate the effect of uniform time delay on the synchronization of identical coupled phase oscillators in small-world networks.
- To characterize the transitions between different dynamical states, including partially synchronized and glassy phases.
- To identify indicators of discontinuous transitions and explore the emergence of Chimera states.
Main Methods:
- Simulations of Kuramoto phase oscillators on small-world networks.
- Systematic variation of intrinsic frequency, coupling constant, and time delay.
- Analysis of frequency distributions, phase-locking patterns, and order parameters.
- Identification of hysteresis loops and Chimera states.
Main Results:
- Synchronization enhancement observed within specific time delay ranges.
- Discontinuous transitions identified between partially synchronized states and a glassy phase.
- Bimodal frequency distributions and hysteresis loops confirm discontinuous transitions.
- Chimera states observed at the onset of these transitions.
Conclusions:
- Time delay is a critical parameter controlling synchronization in small-world oscillator networks.
- Discontinuous transitions and complex phenomena like Chimera states emerge due to time delays.
- The findings provide insights into the rich dynamics of delayed complex networks.
Related Concept Videos
Propagation of Action Potentials
Neurons (nerve cells) have a resting membrane potential, with a slightly negative charge inside compared to outside. This is maintained by ion channels, such as sodium (Na+) and potassium (K+) channels, which control the flow of ions. When a stimulus, like a touch or a signal from another neuron, triggers the neuron, sodium channels open, allowing sodium ions to...
Sequence Networks of Rotating Machines
Zero-sequence current induces a voltage drop across the generator's neutral impedance and other...
Transient and Steady-state Response
These test signals are integral in designing control systems to exhibit two key performance aspects: transient response and steady-state...
Transmission-Line Differential Equations
Line Section Model
A circuit representing a line section of length Δx helps in understanding the transmission line parameters. The voltage V(x) and current i(x) are measured...
Current Growth And Decay In RL Circuits
Multimachine Stability
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:

