Synchronization in Coupled Duffing Oscillators: Numerical Exploration using Exponential Time Differencing

  • Ramadian Ridho Illahi PS Fisika, FMIPA, Universitas Mataram, Mataram, NTB, Indonesia
  • I Wayan Sudiarta PS Fisika, FMIPA, Universitas Mataram, Mataram, NTB, Indonesia
  • Marzuki Marzuki PS Fisika, FMIPA, Universitas Mataram, Mataram, NTB, Indonesia
  • Nurul Qomariyah PS Fisika, FMIPA, Universitas Mataram, Mataram, NTB, Indonesia
Keywords: Coupled Duffing Oscillators, Exponential Time Differencing, Phase Synchronized Chaos, Coupling Strength, Forcing Amplitude

Abstract

The regularity that emerges from the interaction between irregular components is one of the fundamental questions in nonlinear physics. In this study, we examine how two externally driven, coupled Duffing oscillators can achieve synchronization. To analyze the dynamics of this system, we use the second-order Exponential Time Differencing (ETD2) numerical method, which allows us to comprehensively map the parameter space by varying the coupling strength () and the driving force amplitude (). The results show that the synchronization process does not occur simply. The process only appears in a certain synchronization window at weak coupling (). Within this region, the most prominent behavior is Phase Synchronized Chaos, where both oscillators achieve perfect phase locking (Synchronization Index ), but their amplitudes remain chaotic and uncorrelated. We also find that the system is multistable, capable of exhibiting several different final states simultaneously. The boundaries between these basins of attraction are highly complex and exhibit fractal patterns, indicating extreme sensitivity to initial conditions. In other words, even if the system parameters remain constant, the final outcome remains difficult to predict. Overall, these findings provide a comprehensive picture of the dynamics of two coupled Duffing oscillators. The results highlight the balance between external driving forces, coupling strength, and intrinsic chaos that forms the basis for directed synchronization.

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References

[1] Georg Duffing, Erzwungene Schwingungen bei veränderlicher Eigenfrequenz und ihre technische Bedeutung. 1918.
[2] J. Guckenheimer and P. Holmes, Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields. Springer Science & Business Media, 2013.
[3] S. H. Strogatz, Nonlinear dynamics and chaos : with applications to physics, biology, chemistry, and engineering. Boca Raton: Crc Press, 2024.
[4] J M T Thompson and H. B. Stewart, Nonlinear dynamics and chaos : geometrical methods for engineers and scientists. Chichester: Wiley, 2001.
[5] Arkady Pikovsky, M. Rosenblum, and J Kurths, Synchronization : a universal concept in nonlinear sciences. Cambridge: Cambridge University Press, 2001.
[6] S. Boccaletti, J. Kurths, G. Osipov, D. L. Valladares, and C. S. Zhou, “The synchronization of chaotic systems,” Physics Reports, vol. 366, no. 1–2, pp. 1–101, Aug. 2002, doi: https://doi.org/10.1016/s0370-1573(02)00137-0.
[7] Tomasz Kapitaniak, Chaos in Systems with Noise. World Scientific, 1990.
[8] Ilʹia Izrailevich Blekhman, Synchronization in Science and Technology. American Society of Mechanical Engineers, 1988.
[9] S. Boccaletti, J. Kurths, G. Osipov, D. L. Valladares, and C. S. Zhou, “The synchronization of chaotic systems,” Physics Reports, vol. 366, no. 1–2, pp. 1–101, Aug. 2002, doi: https://doi.org/10.1016/s0370-1573(02)00137-0.
[10] M. G. Rosenblum, Arkady Pikovsky, and Jürgen Kurths, “Phase Synchronization of Chaotic Oscillators,” vol. 76, no. 11, pp. 1804–1807, Mar. 1996, doi: https://doi.org/10.1103/physrevlett.76.1804.
[11] W. H. Press, Numerical recipes : the art of scientific computing. Cambridge Uk ; New York: Cambridge University Press, 2007.
[12] S. M. Cox and P. C. Matthews, “Exponential Time Differencing for Stiff Systems,” Journal of Computational Physics, vol. 176, no. 2, pp. 430–455, Mar. 2002, doi: https://doi.org/10.1006/jcph.2002.6995.
[13] J. Davidsen, I. Z. Kiss, J. L. Hudson, and R. Kapral, “Rapid convergence of time-averaged frequency in phase synchronized systems,” Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, vol. 68, no. 2, pp. 026217–026217, Aug. 2003, doi: https://doi.org/10.1103/physreve.68.026217.
[14] B. Grammaticos, “Nonlinear Dynamics: Integrability, Chaos and Patterns,” Journal of Physics A: Mathematical and General, vol. 37, no. 5, pp. 1949–1950, Jan. 2004, doi: https://doi.org/10.1088/0305-4470/37/5/b03.
[15] S.-Y. Ha, J. Lee, and Z. Li, “Synchronous harmony in an ensemble of Hamiltonian mean-field oscillators and inertial Kuramoto oscillators,” Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 28, no. 11, Nov. 2018, doi: https://doi.org/10.1063/1.5047392.
[16] A.-K. Kassam and L. N. Trefethen, “Fourth-Order Time-Stepping for Stiff PDEs,” vol. 26, no. 4, pp. 1214–1233, Jan. 2005, doi: https://doi.org/10.1137/s1064827502410633.
Published
2026-07-01
How to Cite
Illahi, R., Sudiarta, I., Marzuki, M., & Qomariyah, N. (2026). Synchronization in Coupled Duffing Oscillators: Numerical Exploration using Exponential Time Differencing. KONSTAN - JURNAL FISIKA DAN PENDIDIKAN FISIKA, 11(01), 46-54. https://doi.org/https://doi.org/10.20414/konstan.v10i2.821