3. Results
We first studied the motion of an elliptical skyrmion in the situation when there is a non-magnetic defect in the racetrack. For comparison, the situation without a defect is also simulated, as shown in
Figure 2a. It is evident that the elliptical skyrmion moves almost straight in a racetrack without a defect. When a defect is introduced, the motion of the elliptical skyrmion is dependent on the size of the defect. As shown in
Figure 2b–d, when the diameter (
d) of the defect increases from 1 to 40 nm with the current density remaining at 5 MA/cm
2, the motion of the elliptical skyrmion changes dramatically. In the case of
d = 1 nm, the elliptical skyrmion, which is around tens of nanometers, can go across the defect directly since the influence of the defect on the elliptical skyrmion is insignificant owing to the defect’s tiny size. In the case when the defect’s diameter increases to 10 nm, the elliptical skyrmion gets annihilated at the position of the defect, indicating that the contact between the elliptical skyrmion and the non-magnetic defect can cause the annihilation of the elliptical skyrmion. In the case of
d = 40 nm, the elliptical skyrmion is pinned at the top-left exterior of the defect, indicating that the defect shows a repulsive force, and the repulsive force is large enough to prevent the elliptical skyrmion from approaching the defect. The whole trajectories of the elliptical skyrmion center under the influence of different sizes of the nonmagnetic defect are shown in
Figure 2e. Additionally, the influence of the magnitude of the electric driving current density
J on the trajectory of the elliptical skyrmion is also investigated and shown in
Figure 2e, where
J increases from 5 to 10 MA/cm
2 and the diameter of the non-magnetic defect remains at 40 nm. When
J increases up to 10 MA/cm
2, the elliptical skyrmion can approach the defect and gets annihilated in it since the increased driving force can overcome the repulsive force from the defect.
Next, we studied the dynamics of the elliptical skyrmion when the defect in the racetrack is magnetic. In this situation, the magnetic parameters of the defect are nonzero, and the motion of the elliptical skyrmion was investigated by gradually varying the DMI constant
Dd and the perpendicular magnetic anisotropy constant
Kd of the defect. Firstly, we gradually increased
Dd of the defect from 1.0 to 4.5 mJ/m
2, with
Kd remaining the same as
Ku (0.8 MJ/m
3) of the racetrack and the electric current remaining at a medium level of 5 MA/cm
2. This situation can be caused by an impurity atom. The simulated results are shown in
Figure 3a–c. One can find that, as
Dd increases, the motion mode of the elliptical skyrmion changes from bypassing the defect from the side to being pinned at the top-right interior of the defect, and then to being pinned at the center of the defect, owing to the change in the interaction between the elliptical skyrmion and the defect. When
Dd is smaller than
Dy (2.5 mJ/m
2) of the racetrack, the defect shows a repulsive force on the elliptical skyrmion, and the elliptical skyrmion can bypass the defect (
Figure 3a). When
Dd is bigger than
Dy (2.5 mJ/m
2) but still smaller than
Dx (3.7 mJ/m
2) of the racetrack, the skyrmion can approach and finally get pinned at the top-right interior of the defect (
Figure 3b). When
Dd is large enough, the elliptical skyrmion enters the defect center and gets pinned at the defect center. In this case, it is unknown at present whether the defect shows an attractive force or a small repulsive force on the skyrmion outside the defect. Notably, when the elliptical skyrmion is pinned at the defect center, the shape of the skyrmion will become circular due to the isotropic DMI of the defect.
Then, we gradually increased
Kd of the defect from 0.5 to 1.1 MJ/m
3, with the electric current remaining at 5 MA/cm
2 and the DMI of the defect remaining at 3.1 mJ/m
2, which is close to the average values of
Dx and
Dy of the racetrack. When
Kd is much smaller than
Ku (0.8 MJ/m
3), the elliptical skyrmion enters the defect and gets pinned at the defect center, as shown in
Figure 3d. At present, it is unknown, in this case, whether the defect shows an attractive force or a small repulsive force on the skyrmion outside the defect. When
Kd increases to be close to but still smaller than
Ku, the elliptical skyrmion can go through the defect, as shown in
Figure 3e, probably because the deference in
Kd between the defect and the racetrack gets smaller. When
Kd is much larger than
Ku, the elliptical skyrmion can bypass the defect, as shown in
Figure 3f, which is very similar to the case of
Dd = 1.0 mJ/m
2 (
Figure 3a), indicating that the defect shows a repulsive force on the skyrmion outside the defect.
Additionally, in order to present the whole motion trajectory of the elliptical skyrmion under the influence of different DMIs and perpendicular magnetic anisotropy constants, the center point of the elliptical skyrmion in every step was calculated and is shown in
Figure 3g. According to the discussion above, the motion modes of an elliptical skyrmion in a defective racetrack can be divided into four types, which are Mode 1 (
Figure 3a,f), Mode 2 (
Figure 3b), Mode 3 (
Figure 3c,d), and Mode 4 (
Figure 3e). In the following section, we will use Modes 1–4 to refer to these four motion modes of the elliptical skyrmion for convenience.
To gain a deeper understanding of the interaction between the defect and the skyrmion, system energy diagrams were calculated and are shown in
Figure 4. The spin-texture snapshots along the energy lines are shown in
Figure S1–S8 in the Supplementary Materials. The energy barriers and forces can be obtained from the system energy diagrams and other methods such as the GNEB method [
40]. Firstly, we analyzed the case of a non-magnetic defect. For comparison,
Figure 4a shows the system energy without a defect, in which the system energy first remains constant when the elliptical skyrmion is far away from the racetrack boundary, and then increases when the elliptical skyrmion is approaching the racetrack boundary, indicating that the racetrack boundary exerts a repulsive force on the skyrmion (the specific location of the skyrmion can be obtained from
Figure S1).
Figure 4b shows that, when the elliptical skyrmion approaches a non-magnetic defect (the skyrmion path and deformation are shown in
Figure S2), the system energy increases, indicating that the non-magnetic defect exerts a repulsive force on the elliptical skyrmion outside the defect. Under the balance of the driving force from
J and the repulsive forces from the defect and the racetrack boundary, the elliptical skyrmion is finally pinned at the top-left corner of the defect.
Then, we analyzed the system energy under the influence of a magnetic defect. The role of
Dd of the magnetic defect was first studied, with
Kd remaining the same as
Ku (0.8 MJ/m
3) of the racetrack and
J remaining at a medium level of 5 MA/cm
2.
Figure 4c (corresponding to
Figure S3) shows that, when
Dd is small and equals to 1.0 mJ/m
2, the energy barrier in this case is 0.054 eV, indicating that the force exerted on the elliptical skyrmion outside the magnetic defect is repulsive. The energy barrier in this case is smaller than that (0.058 eV) in the case of the non-magnetic defect shown in
Figure 4b, indicating that the repulsive force from the magnetic defect is smaller than that from the non-magnetic defect. Therefore, instead of being pinned at the top-left interior of the defect, the elliptical skyrmion can bypass the defect and then move away from the defect, resulting in Mode 1 in
Figure 3a.
Figure 4d shows that, when
Dd increases to 3.1 mJ/m
2 (<
Dx = 3.7 mJ/m
2), the energy barrier becomes smaller (0.026 eV), indicating that the repulsive force on the skyrmion outside the defect becomes smaller. The corresponding spin-texture snapshots are shown in
Figure S4. This repulsive force is not large enough such that the elliptical skyrmion can approach and partly enters the defect. Interestingly, during the process of the elliptical skyrmion entering the defect, the system energy decreases, indicating that the defect exerts an attractive force on the elliptical skyrmion in the defect. Eventually, the elliptical skyrmion is pinned at the top-right interior of the magnetic defect owing to the balance of the driving force from
J and the attractive force from the defect and the repulsive force from the racetrack boundary, resulting in Mode 2 in
Figure 3b.
Figure 4e shows that, when
Dd increases to 4.5 mJ/m
2 (>
Dx = 3.7 mJ/m
2) (
Figure S5 shows the spin-texture snapshots in this case), the system energy decreases when the elliptical skyrmion approaches and enters the defect (1–1.7 ns), indicating that the defect shows an attractive force on the elliptical skyrmion no matter if it is outside or inside the defect, which then remains constant after the skyrmion gets pinned in the center of the defect (after 1.7 ns) due to the balance between the attractive force and driving force, resulting in Mode 3 in
Figure 3c. In summary, in the case of
Dd <
Dy, the magnetic defect shows a repulsive (attractive) force on the elliptical skyrmion outside (inside) the defect, while in the case of
Dd >
Dx, the defect shows an attractive force on the elliptical skyrmion no matter if the elliptical skyrmion is outside or inside the defect.
The role of
Kd of a magnetic defect was then studied by using the system energy diagrams, with
J remaining at 5 MA/cm
2 and
Dd remaining at 3.1 mJ/m
2.
Figure 4f (corresponding to
Figure S6) shows that, when
Kd <
Ku, the motion of the elliptical skyrmion is the same (Mode 3) as in the situation of
Dd >
Dx, indicating that the defect shows an attractive force on the elliptical skyrmion no matter if the skyrmion is outside or inside the defect.
Figure 4g shows that, when
Kd is close to
Ku but still smaller than
Ku, the system energy first decreases as the elliptical skyrmion enters the defect, indicating that the defect shows an attractive force on the elliptical skyrmion and then oscillates as the elliptical skyrmion keeps trying to enter the defect, reflecting the complicated variation between the attractive force and the repulsive force, which is probably related to the difference between the elliptical shape of a skyrmion produced by anisotropic DMI constants and the circular shape of a defect with isotropic DMI constants. The specific location and shape of the skyrmion are shown in
Figure S7. Since the force on the skyrmion is not always attractive and not strong enough to hold the skyrmion, the elliptical skyrmion can go through the defect center and escape, resulting in Mode 4 of the skyrmion. When
Kd >
Ku, as shown in
Figure 4h and
Figure S8, the system energy is similar to that when
Dd <
Dy, and the motion of the elliptical skyrmion is the same (Mode 1) as that when
Dd <
Dy, indicating that the defect shows a repulsive force on the elliptical skyrmion outside the defect. In short, in the case of
Kd >
Ku, the defect shows a repulsive force on the elliptical skyrmion outside the defect, while in the case of
Kd <
Ku, the defect shows an attractive force on the elliptical skyrmion no matter if the defect is outside or inside the defect.
Then, the synergetic influence of
Kd and
Dd of the magnetic defect on the elliptical skyrmion was investigated by drawing motion-mode phase diagrams of the elliptical skyrmion, in which
J remains at 5 MA/cm
2 and the diameter
d of the defect still remains to be 40 nm. As shown in
Figure 5, the motion-mode phase diagram can be divided into three regions, i.e.,
Kd <
Ku,
Kd =
Ku (0.8 MJ/m
3), and
Kd >
Ku. In the case of
Kd =
Ku, when
Dd is smaller than 3.0 mJ/m
2, the repulsive force on the elliptical skyrmion outside the defect is large enough and, hence, the skyrmion cannot touch the defect, resulting in Mode 1 of the elliptical skyrmion. When
Dd increases to 3.0 mJ/m
2, the repulsive force gets smaller and cannot prevent the elliptical skyrmion from partly entering the defect, resulting in Mode 2 of the skyrmion. When
Dd increases further and is bigger than 3.0 mJ/m
2, the force on the elliptical skyrmion outside the defect becomes attractive, and hence, the elliptical skyrmion enters the defect and is pinned at the center of the defect, resulting in Mode 3 of the skyrmion. In the region of
Kd <
Ku, when
Dd is a small value, the repulsive force on the elliptical skyrmion outside the defect is large enough, resulting in Mode 1 of the elliptical skyrmion. When
Dd increases to be close to
Dy, Mode 2 of the skyrmion appears since the repulsive force gets smaller and cannot prevent the elliptical skyrmion from touching the defect. When
Dd increases further and is bigger than
Dy, the motion of the elliptical skyrmion turns to Mode 3, indicating that the attractive force is dominant in this case. In the region of
Kd >
Ku, when
Dd is smaller than 3.0 mJ/m
2, the motion of the elliptical skyrmion is obviously Mode 1 due to the large repulsive force on it in this case. As
Dd increases further, the elliptical skyrmion can go through the defect (Mode 4) because the force direction changes from being repulsive to attractive from the perspective of
Dd. Finally, when
Dd = 4.5 mJ/m
2, the attractive force on the elliptical skyrmion in the defect becomes dominant such that the skyrmion gets pinned at the center of the defect (Mode 3).
In the following paragraphs, the influences of the driving current density
J and the magnetic defect size
d on the dynamics of the elliptical skyrmion are investigated. Firstly, the synthetic influence of
J and
Dd on the motion of the elliptical skyrmion is investigated and shown in
Figure 6a. The diameter of the magnetic defect remains at 40 nm. In the region of
Dd < 3.0 mJ/m
2, the motion of the elliptical skyrmion is always Mode 1 when the driving current
J increases from 5 MA/cm
2 to 20 MA/cm
2, indicating that the defect exerts a large repulsive force such that the elliptical skyrmion cannot touch the defect. In the case of
Dd = 3.0 mJ/m
2, when
J equals to 5 MA/cm
2, the motion of the elliptical skyrmion is Mode 2 because the repulsive force from the defect decreases with increasing
Dd such that part of the skyrmion can go inside the defect and then get pinned at the top-right interior of the defect; when
J increases to
J = 10 MA/cm
2, the motion of the elliptical skyrmion changes to Mode 1 because the driving force from
J increases such that the skyrmion can be propelled away from the pinning position; when
J increases further to
J = 15 MA/cm
2 and 20 MA/cm
2, the motion of the elliptical skyrmion changes to Mode 4 because the driving force from
J is so much bigger than the repulsive force that the skyrmion feels when it is outside the defect and the attractive force that the skyrmion feels when it is inside the defect. As a result, the skyrmion is first forced into the defect, then is forced out of the defect, and finally escapes. Eventually, in the region of
Dd > 3.0 mJ/m
2, the motion of the elliptical skyrmion changes from Mode 3 to Mode 4 as
J increases from 5 MA/cm
2 to 20 MA/cm
2, depending on the competition of the driving force from
J and the repulsive (attractive) force the skyrmion feels when it is outside (inside) the defect, which varies with the
Dd value. It is noted that, when
Dd = 4.5 mJ/m
2 and
J = 20 MA/cm
2, the elliptical skyrmion will be annihilated due to the larger driving force from
J and the larger attractive force from the defect with respect to those in the situations when
Dd = 4.5 mJ/m
2 and
J = 15 MA/cm
2 and when
Dd =4.0 mJ/m
2 and
J = 20 MA/cm
2.
Figure 6b shows the synthetic influence of
J and
Kd on the motion of the elliptical skyrmion. In the region of
Kd < 0.8 MJ/m
3, when
J increases from 5 MA/cm
2 to 20 MA/cm
2, the motion of the elliptical skyrmion changes from Mode 3 to Mode 4, depending on the competition of the driving force from
J and the attractive force that the elliptical skyrmion feels, which varies with the
Kd value. Similarly, when
Kd = 0.5 mJ/m
2 and
J = 20 MA/cm
2, the elliptical skyrmion will be annihilated due to the tearing between the force from the driving current and the defect. Then, in the region of
Kd > 0.8 MJ/m
3, when
J increases from 5 MA/cm
2 to 20 MA/cm
2, the motion of the elliptical skyrmion changes from Mode 1 to Mode 4, indicating that the elliptical skyrmion can eventually overcome the repulsive force from the defect with increasing
J.
Then, we investigated the size effect of the magnetic defect. The current density remains to be 5 MA/cm
2.
Figure 6c shows the synthetic influence of the defect diameter
d and
Dd on the motion of the elliptical skyrmion. Interestingly, when
d = 1 nm, the motion of the elliptical skyrmion is always Mode 4 no matter what the value of
Dd is because the defect is so tiny that the skyrmion can easily go across it. When
d varies between 10 nm and 40 nm, the motion of the elliptical skyrmion is dependent on the value of
Dd. When
Dd is small and not larger than 2.5 mJ/m
2, the motion of the elliptical skyrmion is always Mode 1 because the repulsive force from the defect is large enough such that the skyrmion cannot touch the defect no matter what its diameter is. When
Dd becomes bigger and equals to 3.1 mJ/m
2, the repulsive force from the defect gets smaller and the motion of the skyrmion is dependent on the defect size: the skyrmion goes across when the defect size is small and not larger than 20 nm, but it gets stuck in the top-right interior when the defect size is bigger than 20 nm. When
Dd increases to 3.7 mJ/m
2, the result is similar to that of the situation when
Dd = 3.1 mJ/m
2, but the minimum size of the defect for the appearance of Mode 2 decreases to 20 nm, and Mode 3 appears when
d = 40 nm due to the larger attractive force. When
Dd is big and equals to 4.5 mJ/m
2, the attractive force from the defect becomes so large that the elliptical skyrmion gets stuck at the center of the defect no matter what the defect size is. Similarly,
Figure 6d shows the synthetic influence of
d and
Kd on the motion of the elliptical skyrmion. When
d = 1 nm, the motion of the elliptical skyrmion always belongs to Mode 4 no matter what the value of
Kd is due to the tiny size of the defect. As
d varies between 10 nm and 40 nm, the motion of the elliptical skyrmion is dependent on the value of
Kd as follows: In the case of
Kd = 0.5 MJ/m
3, the motion of the elliptical skyrmion is always Mode 3 for the reason that the attractive force from the defect is so large that the elliptical skyrmion gets pinned at the center of defect no matter what the defect size is. As
Kd increases to 0.6 MJ/m
3, the minimum size of the defect for the appearance of Mode 3 increases to 20 nm due to the smaller attractive force. As
Kd = 0.75 MJ/m
3, the attractive force from the defect becomes even smaller and the motion of the elliptical skyrmion is always Mode 4 owing to the minor difference between the defect and the racetrack. Eventually, when
Kd is big and equals to 1.1 MJ/m
3, the motion of the elliptical skyrmion always belongs to Mode 1 since the repulsive force from the defect is large enough such that the skyrmion cannot touch the defect no matter what its diameter is.
To gain a deeper understanding of the pinning and depinning discussed above,
Figure 7 shows the energy diagrams of two points in
Figure 6a to display the influence of
J and of two points in
Figure 6d to display the influence of
d (corresponding spin-texture snapshots are shown in
Figures S9–S11). In the case of
Dd = 4.0 mJ/m
2, when
J = 5 MA/cm
2, the system energy decreases as the elliptical skyrmion approaches and enters the defect (
Figure 7a), indicating that the defect shows an attractive force on the elliptical skyrmion, but when
J increases to 20 MA/cm
2, the elliptical skyrmion can overcome the energy barrier (0.338 eV) and escape from the defect owing to the larger driving force (
Figure 7b). The different energy barriers in
Figure 7a,b originated from the changing shapes of the skyrmion. In the case of
Kd = 0.5 MJ/m
3, when
d = 1 nm, the energy barrier is so small that the elliptical skyrmion can go across the defect directly (
Figure 7c). But when the size of the defect increases to 30 nm, the energy barrier gets larger and the skyrmion gets pinned (
Figure 7d). By comparing
Figure 7c,d, one can see that a larger size of the defect will cause a larger energy valley and result in a larger attractive force on the elliptical skyrmion.
Finally, since the performance of the racetrack memory device is significantly influenced by the pinned skyrmion, the depinning conditions for the completely pinned skyrmion in Mode 3 were investigated. The minimum driving current density
J to free the pinned elliptical skyrmion was simulated for a 40 nm diameter magnetic defect with various values of
Dd and
Kd, as shown in
Figure 8. The results indicate that the depinning minimum
J for the elliptical skyrmion stuck in the defect linearly increases with increasing
Dd and decreases with increasing
Kd because the attractive force from the defect on the elliptical skyrmion increases with increasing
Dd and decreases with decreasing
Kd, respectively, as discussed above.