Chaotic magnetization dynamics in magnetic Duffing oscillator

We propose a magnetic analogy of the Duffing oscillator-magnetic Duffing oscillator-which is characterized by a double-well magnetic potential of a ferromagnet with a uniaxial magnetic anisotropy. Based on the linear stability analysis of the Landau-Lifshitz-Gilbert equation, we show that an external magnetic field applied perpendicular to the magnetic anisotropy field creates an anharmonicity on the magnetic potential, generating homoclinic orbits in the phase space. By evaluating the Lyapunov exponent, we demonstrate that the magnetic Duffing oscillator exhibits chaotic behaviors in the presence of periodically oscillating external forces: Oersted field and spin-orbit torque by considering the ferromagnet/heavy-metal bilayer. We also show that the external magnetic field can be adjusted to generate or modify homoclinic orbits, thereby controlling the parameter range of the oscillating external forces that induce chaos. This work deepens our understanding of chaotic magnetization dynamics by bridging the fields of nonlinear dynamics and spintronics.

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Publication Details

Journal
Physical review. E
Published
2025-06-02
DOI
https://doi.org/10.1103/physreve.111.064202
Citations
5
Primary Topic
Neural Networks and Reservoir Computing
Type
article
Field-Weighted Citation Impact
12.40

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article

Chaotic magnetization dynamics in magnetic Duffing oscillator

Takahiro Chiba, Hiroaki Matsueda, Takashi Komine, Ryo Tatsumi
5 citations
Physical review. E
Neural Networks and Reservoir Computing
12.40
article

Chaotic magnetization dynamics in magnetic Duffing oscillator

Takahiro Chiba, Hiroaki Matsueda, Takashi Komine, Ryo Tatsumi
article en
5 citations

Abstract

We propose a magnetic analogy of the Duffing oscillator-magnetic Duffing oscillator-which is characterized by a double-well magnetic potential of a ferromagnet with a uniaxial magnetic anisotropy. Based on the linear stability analysis of the Landau-Lifshitz-Gilbert equation, we show that an external magnetic field applied perpendicular to the magnetic anisotropy field creates an anharmonicity on the magnetic potential, generating homoclinic orbits in the phase space. By evaluating the Lyapunov exponent, we demonstrate that the magnetic Duffing oscillator exhibits chaotic behaviors in the presence of periodically oscillating external forces: Oersted field and spin-orbit torque by considering the ferromagnet/heavy-metal bilayer. We also show that the external magnetic field can be adjusted to generate or modify homoclinic orbits, thereby controlling the parameter range of the oscillating external forces that induce chaos. This work deepens our understanding of chaotic magnetization dynamics by bridging the fields of nonlinear dynamics and spintronics.

Physical review. EVol. 111(6)
Yamagata University (JP), Tohoku University (JP), Spintronics Research Network of Japan (JP), Yamagata University Hospital (JP), Ibaraki University (JP), Hitachi (Japan) (JP)
Tohoku University
Openalex Percentile: Top 2%
Neural Networks and Reservoir Computing
12.40
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Chaotic magnetization dynamics in magnetic Duffing oscillator — Takahiro Chiba, Hiroaki Matsueda, et al. · Physical review. E (2025) | TGRS Research Map | TGRS