Emergence of Lissajous trajectories in skyrmion oscillator
Pith reviewed 2026-05-10 17:07 UTC · model grok-4.3
The pith
Skyrmions trace Lissajous figures when driven by two perpendicular AC current pulses in a magnetic film.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
For a current pulse of the form (A₁ sin ω₁ t, A₂ sin(ω₂ t + ϕ), 0) the skyrmion position in the x-y plane traces a Lissajous figure identical to the trajectory of two perpendicular harmonic oscillators. The motion remains sinusoidal and oscillator-like across current amplitudes from 1×10¹¹ A/m² to 1×10¹² A/m² and frequencies from 5×10⁸ Hz to 1×10¹⁰ Hz. At T = 0 K the paths match the classical expectation exactly; at T > 0 K the temperature-dependent Hall angle and stochastic thermal force cause progressive distortion while the overall Lissajous character is retained.
What carries the argument
The orthogonal pair of sinusoidal current components that drive the skyrmion velocity response, incorporating the temperature-dependent skyrmion Hall angle and stochastic thermal force term.
If this is right
- Skyrmion position can be controlled as a tunable harmonic oscillator whose closed curves are set directly by drive parameters.
- Temperature provides a continuous knob that converts ideal Lissajous figures into progressively distorted but still identifiable patterns.
- The same driving scheme supplies a direct experimental test of whether skyrmion dynamics remain linear over the quoted amplitude and frequency window.
- Lissajous patterns offer a simple visual diagnostic for verifying the combined effects of Hall angle and thermal noise in device-scale simulations.
Where Pith is reading between the lines
- If the trajectories remain stable under realistic pinning, the Lissajous control could support phase- or frequency-based encoding of information in skyrmion circuits.
- The same orthogonal-drive method might be applied to other magnetic textures or multilayer stacks to test how material-specific damping changes the observed figures.
- Room-temperature distortions could still preserve enough symmetry information to allow readout of input frequency ratios or phase shifts.
Load-bearing premise
Skyrmion motion is fully determined by the applied current, the temperature-dependent Hall angle, and random thermal kicks, with no significant pinning or material defects altering the path.
What would settle it
Time-resolved imaging of the skyrmion trajectory under the stated dual-frequency current pulse in a real Co/Pt sample; if the observed path deviates markedly from the calculated Lissajous figure after the measured Hall angle and temperature are accounted for, the claim is falsified.
Figures
read the original abstract
Understanding the dynamics of current-driven skyrmion is essential for their practical applications. In this study, we apply an AC current pulse (a) in x-- direction, and (b) in both x-- and y-- directions through the free layer of a Co/Pt thin film and investigate the motion of the skyrmion. We show that the skyrmion follows the sinusoidal current pulse and behaves like a forced oscillator in the range of current amplitude 1 $\times$ 10$^{11}$ A/m$^2$ to 1 $\times$ 10$^{12}$ A/m$^2$ and frequency 5 $\times$ 10$^{8}$ Hz to 1 $\times$ 10$^{10}$ Hz. For current pulse of (A$_1$sin$\omega_1$t, A$_2$sin($\omega_2$t+$\phi$), 0), the skyrmion forms Lissajous figures in the x-y plane, same as observed in classical mechanics. The results are compared at T = 0 K and T $>$ 0 K to analyze the effect of temperature. As the skyrmion Hall angle ($\theta_{SkH}$) and stochastic thermal fluctuation ($\textbf{F}^{Th}$) are functions of temperature, the skyrmion starts deviating from its path at T = 0 K with increasing temperature and eventually generates somewhat deformed Lissajous figures from ideal.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript uses micromagnetic simulations to study current-driven skyrmion motion in a Co/Pt thin film. It reports that skyrmions follow the applied sinusoidal AC current pulses (in x-direction or both x- and y-directions) and act as forced oscillators for current densities 1e11–1e12 A/m² and frequencies 5e8–1e10 Hz. For biaxial driving with frequencies ω1 and ω2, the skyrmion traces closed Lissajous figures in the x-y plane, stated to be identical to those in classical mechanics. Temperature effects are compared at T=0 K (ideal figures) versus T>0 K, where the temperature-dependent skyrmion Hall angle and stochastic thermal force produce deformed trajectories.
Significance. If the reported trajectories are shown to be free of frequency mixing and to match classical Lissajous curves exactly, the work would establish a useful mechanical analogy for skyrmion oscillators and could inform device design. The simulations at finite temperature also illustrate practical deviations, which is relevant for applications. However, the central analogy rests on whether the gyroscopic coupling inherent to skyrmion dynamics is overcome or absent in the reported regime; without that demonstration the significance is reduced.
major comments (2)
- [Abstract] Abstract: The claim that the skyrmion 'forms Lissajous figures in the x-y plane, same as observed in classical mechanics' for the drive (A₁ sin ω₁t, A₂ sin(ω₂t + ϕ), 0) is not supported by the governing dynamics. The Thiele equation G × v + α D v = F(j(t)) contains a nonzero gyroscopic term that produces a finite skyrmion Hall angle; this linearly mixes the two drive frequencies into both velocity components, so that both ω₁ and ω₂ appear in x(t) and in y(t). Classical Lissajous curves require each coordinate to contain only a single frequency. The manuscript must either derive the integrated trajectories analytically or demonstrate (via explicit comparison to the integrated Thiele solution) that the reported numerical paths are free of this mixing at T = 0 K.
- [Results] Results section (micromagnetic simulations): No validation against the analytic Thiele equation, no error bars on trajectory closure, and no parameter-sensitivity study are described for the claimed frequency and amplitude ranges. Because the Hall-angle mixing is a load-bearing issue for the 'same as classical mechanics' statement, the absence of this cross-check undermines the central claim.
minor comments (2)
- [Methods] The ranges of current density and frequency are stated only in the abstract; the main text should tabulate the exact simulation parameters (mesh size, damping, saturation magnetization, etc.) used to obtain the reported trajectories.
- [Figures] Figure captions should explicitly state whether the plotted paths are at T = 0 K or finite T and should include the precise values of ω₁, ω₂, ϕ, and A₁/A₂ for each panel.
Simulated Author's Rebuttal
We thank the referee for the careful reading and constructive comments on our manuscript. We address the major concerns point by point below, providing the strongest honest defense of our work while committing to revisions that directly respond to the raised issues.
read point-by-point responses
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Referee: [Abstract] Abstract: The claim that the skyrmion 'forms Lissajous figures in the x-y plane, same as observed in classical mechanics' for the drive (A₁ sin ω₁t, A₂ sin(ω₂t + ϕ), 0) is not supported by the governing dynamics. The Thiele equation G × v + α D v = F(j(t)) contains a nonzero gyroscopic term that produces a finite skyrmion Hall angle; this linearly mixes the two drive frequencies into both velocity components, so that both ω₁ and ω₂ appear in x(t) and in y(t). Classical Lissajous curves require each coordinate to contain only a single frequency. The manuscript must either derive the integrated trajectories analytically or demonstrate (via explicit comparison to the integrated Thiele solution) that the reported numerical paths are free of this mixing at T = 0 K.
Authors: We acknowledge the referee's point that the gyroscopic term in the Thiele equation can in principle introduce frequency mixing via the skyrmion Hall angle. However, our micromagnetic simulations are performed in a regime where the damping term dominates over the gyroscopic coupling for the chosen current densities and frequencies, resulting in trajectories that closely match classical Lissajous figures with negligible observable mixing. To substantiate this, we will add to the revised manuscript an explicit numerical comparison of the micromagnetic trajectories at T=0 K against solutions obtained by direct integration of the Thiele equation for identical driving conditions. This will quantify any residual mixing and delineate the parameter range where the classical analogy holds. revision: yes
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Referee: [Results] Results section (micromagnetic simulations): No validation against the analytic Thiele equation, no error bars on trajectory closure, and no parameter-sensitivity study are described for the claimed frequency and amplitude ranges. Because the Hall-angle mixing is a load-bearing issue for the 'same as classical mechanics' statement, the absence of this cross-check undermines the central claim.
Authors: We agree that the absence of a direct cross-check against the Thiele equation and supporting quantitative measures weakens the central claim. In the revised manuscript we will include a side-by-side comparison of the micromagnetic results with numerically integrated Thiele trajectories over the reported ranges of current density (1e11–1e12 A/m²) and frequency (5e8–1e10 Hz). We will also add error bars quantifying the closure of the Lissajous trajectories and a brief parameter-sensitivity study confirming that the reported behavior remains robust within the stated intervals. revision: yes
Circularity Check
No circularity: direct numerical outcomes of standard Thiele-equation integration under AC drive
full rationale
The paper reports micromagnetic or Thiele-equation simulations of skyrmion motion under specified AC current pulses, comparing trajectories at T=0 K and finite T. The Lissajous-figure claim is presented as an observed numerical result, not derived from a fitted parameter, self-referential definition, or load-bearing self-citation. No step reduces the output trajectory to an input by algebraic construction or renaming; the temperature dependence of θ_SkH and F^Th is an explicit model input whose effect is shown by direct integration. The derivation chain is therefore self-contained against external benchmarks.
Axiom & Free-Parameter Ledger
free parameters (2)
- Current density amplitude
- Driving frequency
axioms (2)
- domain assumption Skyrmion dynamics governed by Landau-Lifshitz-Gilbert equation augmented with spin-transfer torque and thermal stochastic field
- domain assumption Skyrmion Hall angle and thermal fluctuation force are the dominant temperature-dependent quantities
Reference graph
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We apply A = 5×10 11 A/m2 andω = 8×10 8 Hz
respectively. We apply A = 5×10 11 A/m2 andω = 8×10 8 Hz. Fig. 7a depicts that how the skyrmion will show a finite displacement in x– and y– both the directions wherejis only applied in ˆe x forα̸=βunlike the scenario whereα=β. Besides, Fig. 7b illustrates the Lissajous trajectories obtained for bothα=βandα̸=β conditions. It ensures that as the Hall angle...
discussion (0)
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