Abstract
A magnetic skyrmion is a topological object consisting of a skyrmion core, an outer domain, and a wall that separates the skyrmion core from the outer domain. The skyrmion size and wall width are two fundamental quantities of a skyrmion that depend sensitively on material parameters such as exchange energy, magnetic anisotropy, Dzyaloshinskii–Moriya interaction, and magnetic field. However, quantitative understanding of the two quantities is still very poor. Here we present a general theory on skyrmion size and wall width. The two formulas we obtained agree almost perfectly with simulations and experiments for a wide range of parameters, including most of the existing materials that support skyrmions.
Introduction
Skyrmions, topological objects originally used to describe resonance states of baryons^{1}, were observed in magnetic systems that involve Dzyaloshinskii–Moriya interaction (DMI)^{2,3,4,5,6,7,8,9,10,11,12,13}. There are two types of topologically equivalent magnetic skyrmions. One is the Bloch skyrmions in systems with the bulk DMI^{3,4,5,6,7}. The other is the Néel skyrmions (also known as hedgehog skyrmions) in systems with interfacial DMI^{8,9,10,11,12}. Compared with traditional magnetic bubbles that are micrometersize circular magnetic domains stabilized by dipole interactions^{14,15,16,17}, recently studied skyrmions have smaller size (1 nm ~ 100 nm) and better stability due to DMI. Also, the driven current density (order of 10^{6} Am^{−2}) is much lower than that for magnetic domain walls (10^{12} Am^{−2})^{18}. So the DMIsupported skyrmions are believed to be potential information carriers in future highdensity data storage and information processing devices^{2,3,4,5,6,7,8,9,10,13,18,19,20}.
Although much knowledge about the DMIsupported magnetic skyrmions has been accumulated after intensive studies including skyrmion generation^{10,13,21,22} and manipulation^{18,23,24}, the dependence of skyrmion size (R) on material parameters such as exchange energy, magnetic anisotropy energy, and DMI strength is still poorly understood at a quantitative, or even qualitative level^{18,25,26,27,28,29}. Even worse, the physical pictures behind most previous studies are not clear. In this paper, we confirm by micromagnetic simulations that the skyrmion profiles agree well with the 360° domain wall formula^{30,31} in a wide extent. By using this formula as an ansatz and minimizing the energy with respect to the skyrmion size R and the skyrmion wall width w as two independent quantities, we obtain the analytical expressions of R and w as functions of A, D, K, and B. Interestingly and in contrast to previous theories^{25,26,29}, R always decreases with A. In general, both R and w increase with D. These results agree perfectly with micromagnetic simulations and are consistent with experiments.
Results
Energy functional and approximate profile of isolated skyrmions
We consider an ultrathin ferromagnetic film in xy plane with an exchange constant A, an interfacial DMI coefficient D, a perpendicular easyaxis anisotropy K, and a perpendicular magnetic field B. The total energy E of the system consists of the exchange energy E_{ex}, the DMI energy E_{DM}, the anisotropy energy E_{an}, and the Zeeman energy E_{Ze},
where \(E_{{\mathrm{ex}}} = Ad{\int\int} \nabla {\mathbf{m}}^2{\mathrm{d}}S,\, E_{{\mathrm{DM}}} = Dd{\int\int} \left[ m_z\nabla \cdot {\mathbf{m}}  ({\mathbf{m}} \cdot \nabla )\right.\)\(\left.m_z \right]{\mathrm{d}}S\), \(E_{{\mathrm{an}}} = Kd{\int\int} \left( {1  m_z^2} \right){\mathrm{d}}S\), and \(E_{{\mathrm{Ze}}} = M_{\mathrm{s}}Bd{\int\int} \left( {1  m_z} \right){\mathrm{d}}S\). m is the unit vector of magnetization of a constant saturation magnetization M_{s} and the integration is over the whole film. The energy reference is chosen in such a way that the energy of single domain state of m_{z} = 1 is E = 0. We have assumed m is uniform in thickness direction. The demagnetization effect is included in E_{an} through the effective anisotropy \(K = K_u  \mu _0M_{\mathrm{s}}^2/2\) corrected by the shape anisotropy, where K_{u} is the perpendicular magnetocrystalline anisotropy, which is a good approximation when the film thickness d is much smaller than the length w over which magnetization varies substantially. It is convenient to use polar coordinates so that a point r in the plane is denoted by r and ϕ. Magnetization at r is described by polar and azimuthal angles Θ(r, ϕ) and Φ(r, ϕ) so that m = (sin Θ cos Φ, sin Θ sin Φ, cosΘ). A skyrmion centered at r = 0 can be described^{19} by,
with boundary conditions of Θ(0) = 0(π) and Θ(∞) = π(0). v is the vorticity (v = 1 for a skyrmion and v = −1 for an antiskyrmion), and γ is a constant classifying type of skyrmions (γ = 0 or π for Néel skyrmions and γ = ± π/2 for Bloch skyrmions). Similar to the magnetic bubbles^{14,16,17} that refer normally to local metastable structures from dipole interactions, a skyrmion consists of a skyrmion core, an outer domain, and a wall separating the core and the outer domain. We define the skyrmion size R as the radius of the m_{z} = 0 contour. The wall width w is another fundamental skyrmion quantity often ignored or not treated properly in previous studies^{25,26,27,28}. One can also define the skyrmion polarity as p = [m_{z}(r = ∞) − m_{z}(r = 0)]/2 so that p = 1 (− 1) corresponds to spins in the core and outer domain pointing respectively to the − z(+ z) and + z(− z) directions.
In terms of Θ, four energy terms for v = 1 are
For a skyrmion of p = 1 as shown in Fig. 1a, \({\int_0^\infty} \frac{{{\mathrm{d}}\Theta }}{{{\mathrm{d}}r}}r{\mathrm{d}}r\, < \,0\), because Θ decreases monotonically from Θ(0) = π to Θ(∞) = 0. \({\int_0^\infty} \frac{{{\mathrm{sin}}2\Theta }}{{2r}}r{\mathrm{d}}r = {\int_0^\infty} {\mathrm{sin}}\,\Theta \,{\mathrm{cos}}\,\Theta {\mathrm{d}}r\) is small because sin Θcos Θ = 0 far from the skyrmion wall and sin Θ cos Θ changes its sign from negative near the skyrmion core to positive near the outer domain. Thus, to lower the total energy, one needs γ = 0(π) for D > 0 (< 0). This corresponds to a Néel skyrmion. Along a radial direction, the magnetization profile looks like a 360° Néel domain wall as illustrated in Fig. 1b. This leads us to model a skyrmion profile by a 360° domain wall originally proposed by Braun^{31} (see Supplementary Note 1),
It is worth mentioning that 360° domain wall profile has already been used to describe the skyrmion profile obtained in experiments^{30,32}.
To test how good ansatz (7) is for a skyrmion, we use MuMax3^{33} to simulate various magnetic stable states (see Methods). A = 15 pJm^{−1}, M_{s} = 580 kAm^{−1}, and perpendicular easyaxis anisotropy K_{u} = 0.8 MJm^{−3}^{20} are used to mimic Co layer in Pt/Co/MgO system. The initial state is m_{z} = 1 for r > 10 nm and m_{z} = − 1 for r ≤ 10 nm. The final stable state depends on the values of D and B. The lower left inset of Fig. 1 is three typical stable states. Figure 1c is a skyrmion for D = 3.7 mJm^{−2} and B = 0. Figure 1d is a singledomain state of m_{z} = 1 (or m_{z} = − 1) for D = 0 and B = 0. Figure 1e is a stripe domains state for D = 5 mJm^{−2} and B = 0. Figure 1b shows the spatial distribution of m_{z} of the skyrmion in Fig. 1c along three radial directions, ϕ = 0 (crosses), 45° (triangles), and 90° (circles). All three sets of data are on the same smooth curve, showing m_{z} is a function of r, but not ϕ. The curve can fit perfectly to Eq. (7) with R = 25.77 nm, w = 4.94 nm. We plotted also Φ(ϕ) at randomly picked spins from the simulated skyrmion. All numerical data (red circles) are perfectly on Φ = ϕ. These results not only confirm the validity of Eq. (2), but also suggest that m_{z}(r) ≡ cos[Θ_{dw}(r)] follows the 360° DW profile (7), although it is not exact that can be easily verified by substituting Eq. (7) into the nonlinear partial differential equations for skyrmions^{29}.
Skyrmion size
The energy of a skyrmion can then be obtained from Eq. (3) by using the 360° domain wall profile Θ_{dw}(r). Substituting Θ_{dw}(r) into Eqs. (1) and (3), the total energy is, in general, a function of R and w [instead of a functional of Θ(r) and Φ(ϕ)] as
where f_{i}(x) (i = 1 ~ 6) are nonelementary functions defined in Methods. The skyrmion size and wall width R and w are the values that minimize E(R, w). In ref. ^{25}, w was assumed to be a fixed value such as \(w = \sqrt {A/K}\) that eventually leads to a wrong skyrmion size. Figure 2 are D− (a), A− (b), K− (c), and B− (d) dependences of the skyrmion size R (left y axis) and the skyrmion wall width w (right y axis), with other parameters fixed to the values for Co mentioned earlier. The symbols are the micromagnetic simulation data [R is the size of m_{z} = 0 contour and w is the fit of the skyrmion profile to Θ_{dw}(r)]. The sample size used in the simulations is large enough to avoid the boundary effects (see Supplementary Fig. 1). Solid lines are numerical results from Eq. (8). The simulation results agree almost perfectly (except slight deviation in the Ddependence of w for smaller D) with our analytic results of Eq. (8). Both micromagnetic simulations and analytical results clearly show that the skyrmion can exist for D < 3.8 mJm^{−2} in the current case. Above the upper limit, the stable state is not a skyrmion, but stripe domains as shown in Fig. 1e for D = 5 mJm^{−2}. E(R, w) of (8) has a minimum as long as D < 3.8 mJm^{−2} that indicates existence of the skyrmion. However, micromagnetic simulations show that the skyrmion can only exist in the window of 1.2 mJm^{−2} < D < 3.8 mJm^{−2} when the skyrmion size is larger than 1 nm in the current case. Below 1.2 mJm^{−2}, the stable state is a single domain with all spins pointing up or down as shown in Fig. 1d. This discrepancy may be due to the discretization of continuous LLG equation in micromagnetic simulations. In principle, the mesh size should be much smaller than the skyrmion size. For a skyrmion of 1 nm, our mesh size is 0.01 nm. Due to the limited precision of the MuMax3 package, the mesh size cannot be further decreased. There exists also a minimal A of around 14 pJm^{−1} as shown in Fig. 2b and a minimal K of around 0.56 MJm^{−3} as shown in Fig. 2c, below which the skyrmion does not exist, and the stable state is stripe domains as shown in Fig. 1e. The skyrmion size decreases with B, which is consistent with the experimental observations^{7,8,30}.
It is still unclear how R and w depend on A, D, and K although Eq. (8) agrees almost perfectly with the simulation results. Thus, it is highly desirable to have simple approximate expressions for R and w in terms of material parameters. The exchange and DMI energies come from the spatial magnetization variation rate. For a skyrmion, the magnetization variation rates in the radial and tangent directions scale respectively as 1/w and 1/R. The exchange energy is then proportional to the skyrmion wall area of πRw multiplying the square of the magnetization variation rates 1/R^{2} + 1/w^{2}, i.e., E_{ex} ∝ (R/w + w/R). The integrand of the second term (tangential term) of E_{DM} is proportional to sin2Θ due to the triple product of the interfacial DMI vector (along the radial direction), the tangential variation of m (along the tangential direction), and m itself. As sin2Θ is almost asymmetric about r = R (positive when r > R and negative when r < R) and is nonzero only near r = R, after integral over r, the second term in E_{DM} is vanishingly small. The DMI energy is then mainly contributed by the first term (radial term), which is proportional to wall area (Rw) multiplying the magnetization variation rate along radial direction (1/w), i.e., E_{DM} ∝ R. The isotropic energy is mainly from the skyrmion wall area. Thus, E_{an} ∝ Rw. The Zeeman energy of the skyrmion comes from the skyrmion core proportional to its area of π(R − cw)^{2}, where c is a coefficient depending on the magnetization profile and from the wall area proportional to its area of πRw. To obtain the proportional coefficients, one needs to find approximate expressions for f_{i}(R/w) (i = 1, …, 6) in Eq. (8). In the case of \(R \gg w\) (or \(x \equiv R/w \gg 1\)), sinh(x) ≈ cosh(x) ≈ e^{x}. Thus, function \(g(t,x) = \left[ {2\mathop {{{\mathrm{sinh}}}}\nolimits^2 \left( x \right)\mathop {{{\mathrm{cosh}}}}\nolimits^2 \left( t \right)} \right]/ \left[ {\mathop {{{\mathrm{sinh}}}}\nolimits^2 \left( x \right) + \mathop {{{\mathrm{sinh}}}}\nolimits^2 \left( t \right)} \right]^2 \approx 2e^{2\left( {x  t} \right)}/\left[ {e^{2(x  t)} + 1} \right]^2\) is positive and significantly nonzero only near t = x, reflecting the fact that E_{ex}, E_{DM}, and E_{an} are mainly from the skyrmion wall region that is assumed to be very thin. Furthermore, the area bounded by g(t, x)curve and taxis is 1 so that g(t, x) ≈ δ(t − x) resembles the properties of a delta function. We can evaluate f_{i}'s under this approximation (see Methods and Supplementary Fig. 2). For example, f_{1}(x) is
The total energy is then
Due to the specific form of the magnetization profile of Θ_{dw}(r), Rwterm in E_{Ze} vanishes and \(E_{Ze} \approx 4\pi M_sB\left( {\frac{{R^2}}{2} + \frac{{\pi ^2}}{{24}}w^2} \right)\). The skyrmion size and wall width are then the values that make E(R,w) minimal, or
For B = 0, Eqs. (11) and (12) can be analytically solved. The results are
The dashed lines in Fig. 2a–c are the approximate formulas that compare quite well with simulation results too. For B ≠ 0, we do not have a closedform solution of Eqs. (11) and (12) because they are a sextic equation for R or w (see Supplementary Note 2), but their numerical solutions are easily obtained that are plotted as dashed lines in Fig. 2d. In summary, our approximate formula agrees very well with the simulations for \(R \gg w\) as expected from our approximation. For smaller skyrmions, the approximation is still not bad, and qualitatively gives correct parameter dependence. We can also determine the upper limit of D and lower limits of A, K, and B from the approximate formula. Since R must be real and finite, we have
for B = 0, so that the upper limit of D and lower limits of A and K are obtained as \(D < \frac{4}{\pi }\sqrt {AK}\), \(A > \frac{{\pi ^2D^2}}{{16K}}\), and \(K > \frac{{\pi ^2D^2}}{{16A}}\). The limit is also the critical value separating the uniform state from helical state^{34}. These critical values are plotted in Fig. 2a–c as vertical dashed lines that agrees also well with simulations.
Discussion
In our model, we took into account the shape anisotropy, but did not include the demagnetizing field due to the inhomogeneous part of the magnetization distribution. For very large and thin films, where the film thickness d is much smaller than R and w, the neglected demagnetizing field is vanishing small (see Supplementary Note 3 for a detailed proof). This is the case for those inversionsymmetry breaking systems with a single ferromagnetic layer, such as Pd/Fe/Ir^{8,30} and Pt/Co^{10,20}, but this approximation is not good for thick films with bulk DMI, such as MnSi^{19} and FeGe^{7}, or those repeated multilayer systems^{12}. Since most device proposals are based on thinfilm systems, our model has a wide applicability. For thick films, the magnetization is nonuniform in the third dimension, so that the skyrmion is no longer a twodimensional (2D) magnetic texture. Twisted skyrmion tubes or bobbers may be energetically preferred^{35}. Our model as well as all the 2D theories at present is not applicable, and more complicated threedimensional theories are needed for this case. For the exchange interaction, we only consider a nearestneighbor exchange interaction characterized by a single parameter A. For those systems with significant exchange interactions beyond nearest neighbor^{36,37}, our model may not be directly applicable. However, if the extra exchange interaction (for instance, a nextnearest neighbor interaction) is small compared to A, its effect can be approximately considered by modifying A to an effective value A_{eff}^{38}. Our model is a classical one, in which quantum fluctuations and finitesize effects are not considered. However, the comparison with ref. ^{30} (see Supplementary Fig. 3) shows that even for skyrmions as small as 1 nm, our model still gives good results. The quantum fluctuations induce zeropoint energy that helps stablizing the skyrmions, and may be included in a phenomenological way by replacing the model parameters by effective ones^{39}. It is also worth mentioning that we consider the isolated skyrmions in infinite media. The edge confinement effect and skyrmion lattice are not the concern of this study.
We compare our theoretical results of the skyrmion size with the experimental results for Pd/Fe/Ir^{8,30,40} and W/Co_{20}Fe_{60}B_{20}/MgO^{10,41}, in which isolated skyrmions are observed. For Pd/Fe/Ir, the parameters are M_{s} = 961 ~ 1160 kAm^{−1}, A = 2 ~ 4.87 pJm^{−1}, K = 2.5 MJm^{−3}, D = 3.4 ~ 3.9 mJm^{−2}, and B = 1.15 ~ 2.97 T^{8,30}. Our theory gives small skyrmion sizes of 0.53 ~ 1.59 nm that compares well with the experimental results of 0.9 ~ 1.9 nm in ref. ^{8}. For W/Co_{20}Fe_{60}B_{20}/MgO, the parameters are M_{s} = 650 kAm^{−1}, A = 10 pJm^{−1}, K = 0.02275 MJm^{−3}, D = 0.68 ~ 0.73 mJm^{−2}, and B = 0.00025 ~ 0.0005 T^{10,41}. Our theory gives large skyrmion sizes of 356 ~ 1484 nm, consistent with the experimental results of 700 ~ 2000 nm in Ref. ^{10}. Our theoretical results show good agreement with the experiments although some of the material parameters can only be roughly estimated from different publications. We also compare our analytic results with micromagnetic simulations for Pd/Fe/Ir^{8,30,40}, MnSi^{42,43}, and W/Co_{20}Fe_{60}B_{20}/MgO^{10}. The skyrmion sizes range from several nanometers to about 2 micrometers. All the comparisons give quite good agreement (see Supplementary Figs. 3–5).
It is natural to extend our approach to Bloch skyrmions in the systems with bulk inversion symmetry broken. The bulk DMI energy \(E_{{\mathrm{DM}}} = D{\int\!\!\int} {\mathbf{m}} \cdot \left( {\nabla \times {\mathbf{m}}} \right)dS\) can be rewritten as
where γ = ± π/2 gives minimal energy. Since all other discussions are the same as those for Néel skyrmions, the formulas of R and w are applicable to the Bloch skyrmions.
There are already a lot of studies on the size of skyrmions. In comparison with previous studies^{18,25,26,27,28,29}, our results show not only the correct behavior of the skyrmion size as a function of D, A, and K, but also the correct limit at D = 0. The correct result can be obtained only by treating R and w as independent variables. In Ref. ^{18}, the skyrmion size in a skyrmion lattice with a spiral structure was found to be determined by D/A to some extent. This result is not true for an isolated skyrmion because the isolated skyrmion size depends sensitively on the anisotropy K^{20,43} and the external magnetic field B^{8,30}. Another wellcited formula is \(R = \scriptstyle{\sqrt {\frac{{A/K}}{{2\left[ {1  \pi D/\left( {4\sqrt {A/K} } \right)} \right]}}}}\)^{25}. This formula gives correct critical condition for the existence of isolated skyrmions (Eq. (14)), and same critical behavior near the critical condition. However, the behavior at large A is incorrect: micromagnetic simulations show R always decreases with A, but according to this formula R increases with A at large A. Ref. ^{26} gives another formula \(R = \frac{{D\pi ^2}}{{2K\pi + 8M_{\mathrm{s}}B/\pi }}\) that does not depend on A. However, this behavior is inconsistent with simulations. There are also many other papers for the skyrmion size based on different ansatz about the skyrmion profile^{27,28,44}, but in those studies the skyrmion energy is assumed to be a function of the skyrmion size R only, while the skyrmion wall width w is either ignored or treated as a constant. In contrast, we treated R and w as independent variables and obtained more satisfactory results. We compare micromagnetic simulation data against our approximate formula of the skyrmion size R (Eq. (13) or the numerical solution of Eqs. (11) and (12) (for B ≠ 0), as well as the analytic formulars in refs. ^{25,26} in Fig. 2e–h to demonstrate the advance of our results. During the reviewing process of our paper, there are several new studies on the same problem. In ref. ^{45}, similar approximate skyrmion energy in terms of R and w (Eq. (10)) was also obtained although two 180 domain walls were used instead of a 360° domain wall, the external magnetic field was not included, and no detailed derivation was given. In ref. ^{46}, similar approach was used and the magnetostatic energy due to both surface and volume magnetic charges was included. A bistability region in parameter space was found, in which two kinds of skyrmions with different sizes are predicted. The one with a larger size is stabilized mainly by demagnetizing field and the other is stabilized mainly by DMI (which is also discussed in ref. ^{47}). In our model, because of the ultrathin film is assumed, the demagnetizing field is dominated by the the shape anisotropy of uniform magnetization, and the field due to the inhomogeneity of magnetization is vanishingly small. Thus, there is no bistable skyrmion structures that is also consistent with ref. ^{46} and all our skyrmions are stabilized by DMI.
In conclusion, a single skyrmion can be well described by a 360° domain wall profile parametrized by two fundamental quantities, skyrmions size and wall width. Through the minimization of total energy with respect to the skyrmion size and wall width, we obtain analytic formulas for skyrmion size and wall width as a function of exchange stiffness, anisotropy coefficient, DMI strength, and external field. The formulas agree very well with simulations and experiments.
Methods
Numerical simulations
The numerical simulations are carried out by Mumax package. We consider a magnetic disk of diameter from 128 nm to 1024 nm and thickness 0.4 nm (see Supplementary Fig. 1). The mesh size of 1 nm × 1 nm × 0.4 nm is used in our simulations for those skyrmions larger that 5 nm in radius. For skyrmions of R < 5 nm, the mesh size is 0.1 nm × 0.1 nm × 0.4 nm. The skyrmion size R is obtained by finding the radius of the m_{z} = 0 contour line. The skyrmion wall with is obtained by fitting the simulated radial profile by the 360° domain wall profile with R obtained before.
Derivation of energy expressions
To derive the functions f_{i}(x) in the energy expression, we substitute Eq. (7) into Eqs. (3)–(6). For the exchange energy, by defining x = R/w, t = r/w, we have
Thus, we define
Although \(R \gg w\) \(\left( {x \gg 1} \right)\), we have sinh(x) ≈ cosh(x) ≈ e^{x}, so that
The function \(\frac{{2e^{2\left( {x  t} \right)}}}{{\left[ {e^{2\left( {x  t} \right)} + 1} \right]^2}}\) is nonzero only for x ≈ t. Approximately, we have
where the coefficient I_{1} is determined by
Thus, \(f_1(x) \approx {\int_0^\infty} t\delta (x  t){\mathrm{d}}t = x\). Similarly, \(f_2(x) \approx {\int_0^\infty} \delta (x  t)/t{\mathrm{d}}t = 1/x\).
For the DM energy, we have
We define
For f_{3}(x), the function inside the integral \(\frac{{{\mathrm{sinh}}\,x\,{\mathrm{cosh}}\,t}}{{\mathop {{{\mathrm{sinh}}}}\nolimits^2 x \,+\, \mathop {{{\mathrm{sinh}}}}\nolimits^2 t}} \approx \frac{{e^{\left( {x  t} \right)}}}{{e^{2\left( {x  t} \right)} + 1}}\) is localize at x = t so that we have the approximation
where I_{3} is determined by \(I_3 = {\int_{  \infty }^\infty }\frac{{e^x}}{{e^{2x} + 1}}{\mathrm{d}}x = \pi /2\). The integrand in f_{4} is 0 at r = 0, r = ∞ and r = R. Furthermore, it has opposite signs for r < R and r > R. So f_{4} ~ 0 after the integration.
For the anisotropy energy, we have
Similar to the exchange energy and DM energy, the anisotropy energy is only nonzero near r = R, too. The approximate form of function f_{5} is the same as f_{1},
The Zeeman energy is nonzero for both the wall region and the skyrmion core. The function f_{6} is
Again, we replace sinh functions by exponential functions to obtain
where Li_{s}(x) is the polylogorithm function defined by \({\mathrm{Li}}_s\left( x \right) = \mathop {\sum}\nolimits_{n = 1}^\infty \frac{{x^n}}{{n^s}}\). The asymptotic form of \( \frac{1}{4}{\rm Li}_2\left( {  e^{2x}} \right)\) is
So we have \(f_6\left( x \right) \approx \frac{{x^2}}{2} + \frac{{\pi ^2}}{{24}}\). The functions f_{1} ~ f_{6} as well as their approximate forms are plotted in Supplementary Fig. 2.
Data availability
The data that support the plots within this paper and other findings of this study are available from the corresponding author on reasonable request.
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Acknowledgements
This work was supported by the National Natural Science Foundation of China (Grant Numbers 11774296 and 61704071), as well as Hong Kong RGC Grants Numbers 16300117 and 16301816. X.S.W. acknowledge support from UESTC and China Postdoctoral Science Foundation (Grant Number 2017M612932).
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X.S.W. carried out the theoretical calculations and the numerical simulations. H.Y.Y. discussed the results. X.S.W. and X.R.W. wrote the manuscript with input from H.Y.Y.
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Correspondence to X. R. Wang.
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Wang, X.S., Yuan, H.Y. & Wang, X.R. A theory on skyrmion size. Commun Phys 1, 31 (2018). https://doi.org/10.1038/s4200501800290
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