Abstract
Chiral solitons are one dimensional localized magnetic structures that are metastable in some ferromagnetic systems with Dzyaloshinskii–Moriya interactions and/or uniaxial magnetic anisotropy. Though topological textures in general provide a very interesting playground for new spintronics phenomena, how to properly create and control single chiral solitons is still unclear. We show here that chiral solitons in monoaxial helimagnets, characterized by a uniaxial Dzyaloshinskii–Moriya interaction, can be stabilized with external magnetic fields. Once created, the soliton moves steadily in response to a polarized electric current, provided the induced spin-transfer torque has a dissipative (nonadiabatic) component. The structure of the soliton depends on the applied current density in such a way that steady motion exists only if the applied current density is lower than a critical value, beyond which the soliton is no longer stable.
Subject terms: Magnetic properties and materials, Spintronics
Magnetic structures of nanometric size, like domain walls, vortices, or skyrmions, attracted great attention since they are very promising as the building blocks of spintronic components such as memories, logical gates, etc. To be useful, they have to satisfy at least two essential requirements: (1) be (meta)stable, and (2) move in a controlled way under the action of external stimuli, such as applied magnetic fields or electric currents. Chiral solitons, which are one dimensional solitonic magnetic structures of topological nature, have received comparatively much less attention, although they are also potentially useful in spintronics and digitalization applications. In monoaxial helimagnets, the Dzyaloshinskii–Moriya interaction (DMI) and the uniaxial magnetic anisotropy (UMA) are the key ingredients that provide the chiral soliton metastability, and, at low enough temperatures and applied magnetic field chiral solitons condense and form a stable chiral soliton lattice (CSL)1–4. Skyrmions condense also in some regions of the phase diagram of cubic helimagnets, in the form of skyrmion lattices5–7.
In monoaxial helimagnets the DMI exists only along one crystallographic axis, the DMI axis. These materials are strongly anisotropic and the magnetic structures that host depend on the direction of the applied magnetic field with respect to the DMI axis. At low temperature and low field the magnetic equilibrium state is spatially modulated: a CSL if the field is applied perpendicular to the DMI axis and a conical helix if it is parallel1,2. If the field direction is neither perpendicular nor parallel, a modulated structure appears connecting smoothly the two limiting cases8. The phase diagram and the nature of the phase boundaries were theoretically studied in the case of perpendicular field9,10, and in the case of magnetic fields applied in arbitrary directions11–14. Among the known monoaxial helimagnets [, CrTaS, CuBO, CuCsCl, Yb(NiCu)Al, BaCuGeO]15–21, the most studied is , which may be considered the archetypal monoaxial helimagnet. Its phase diagram and the nature of the phase boundaries, determined experimentally by several groups22–26, agree well with the theoretical predictions. The dynamics of the CSL and of the conical helix has been studied theoretically in some regimes27–30 and experimentally31–33 by several groups. The dynamics of isolated chiral solitons in monoaxial helimagnets, however, has not been addressed either theoretically or experimentally, although a solitonic structure propagating over a CSL background has been theoretically constructed via the Bäcklund transformation34. It has been also pointed out that the properties of isolated solitons play a prominent role in determining the nature of the transition to the CSL phase12,13.
The dynamics of one dimensional magnetic solitons is being actively investigated in recent years, both experimentally and theoretically. But all this investigations concern domain walls35–42 and 360 domain walls43–45 in non chiral materials or in heterostructures with interfacial DMI. Chiral solitons in monoaxial helimagnets, however, have not been considered in spite that, as a new route to spintronic devices, they may have advantages over skyrmions, whose motion is gyrotropic and therefore difficult to control46–48, and over domain walls, since chiral solitons may provide a different mechanism to avoid pinning effects hindering domain wall motion38,39,42. As we will show here, chiral solitons in monoaxial helimagnets move steadily under the application of a polarized current, reaching velocities of the order of for currents around . Furthermore, if the current is large enough the stability of the soliton is compromised and the system is forced to a homogeneous magnetization state.
The soliton can be controlled and manipulated only if it is metastable. Otherwise, any external stimulus will destroy it. Therefore, in the present work we first determine the domain of metastability of chiral solitons in monoaxial helimagnets as a function of the UMA and the magnetic field strength applied perpendicularly to the DMI axis. Then we study the response of the metastable soliton to the spin transfer torque delivered by a polarized electric current. We found (1) that for the values of UMA typical of these systems the soliton is metastable in a broad range of the magnetic field strength above the critical field; (2) that the soliton reaches a steady motion regime with a mobility proportional to the current density provided that the spin transfer torque has a non-adiabatic component and the current density is below a critical value; and (3) that current densities above the critical value destroy the soliton, so that there is no analogous to Walker precessional regime characteristic of domain walls.
Statics of isolated chiral solitons in monoaxial helimagnets
Consider a magnetic nanometer size track with dimensions (see Fig. 1), made of a monoaxial helimagnet, such as , with chiral axis along . Its magnetic energy is given by , with
| 1 |
where is a unit vector field that describes the magnetization direction at each point of the film, A, D, and K stand for the exchange stiffnes constant, and the DMI and UMA strength constants, respectively, is the saturation magnetization, and is the applied magnetic field. The DMI acts only along the axis, defining thus a monoaxial helimagnet, and it is of bulk type and not interfacial, in spite that the track lies in a thin film in the plane. The sign of D is reversed if we reverse the direction of the axis, so that, with no loss of generality, we take . It is also convenient to introduce , which has the dimensions of inverse length, and the dimensionless parameters and . For the sake of simplicity, we ignore the magnetostatic energy, whose effect in an infinite system in which the magnetization depends only on z is completely absorbed in the UMA49. In a finite system, the boundary conditions introduce a dependence of the magnetization in x and y and the surface magnetic poles induce a dipolar field. The results presented here should be valid for system sizes and much larger than , with the surface anisotropy, and than , so that magnetostatic effects at the surface of the system can be ignored. Typical values of and are in the scale of 10 nm, and then our results should be of relevance for systems with and larger than several tens nm.
Figure 1.

Structure of the quiral soliton and geometry of the system. The chiral soliton is described by with given by in Eq. (5) (top). The polar angle is and thus the normalized magnetization is in the x-y plane and rotates along the chiral axis, as indicated. The dimensions of the modeled magnetic track is schematically shown in the bottom figure.
The dynamics obeys the Landau–Lifschitz–Gilbert (LLG) equation
| 2 |
where and are the Gilbert damping parameter and the gyromagnetic constant, respectively, and stands for some applied torque not included in the energy (1). The effective field acting on is given by
| 3 |
The Euler–Lagrange equations describing the static solutions are , where is a Lagrange multiplier enforcing the constraint . If the applied field is perpendicular to the chiral axis, a single chiral soliton is a metastable static solution. Taking and using the parametrization
| 4 |
this well known solution is obtained by seeking for a solution of the Euler–Lagrange equations with depends only on z and which has a constant . One obtains and the Sine–Gordon equation, . The solutions , that obey the boundary conditions (BCs) and , with helicities , are chiral solitons given by
| 5 |
In contrast with domain walls, the soliton width, , is independent of K and D and it is controlled by the applied magnetic field. This is a particularly interesting feature of chiral solitons. The generic shape of the soliton with helicity is shown in Fig. 1.
The soliton exists as a stationary point of the energy even in a simple ferromagnet. Indeeed, the DMI and the UMA do not enter the Sine–Gordon equation, but, as we will see in this section, they are crucial to provide metastability to the chiral soliton. The soliton adds to the ferromagnetic (FM) state energy, , a contribution
| 6 |
The term proportional to comes from the DMI, so that in absence of DMI the soliton is at most metastable , and the solitons of both helicities are degenerated. The DMI lifts the degeneracy, lowering the energy if and raising it otherwise. Below the critical field , the energy of the favored soliton becomes negative, and the proliferation of solitons with the proper helicity () is energetically favorable. Therefore, they condense forming a CSL1,2,50,51. Since the FM state remains metastable below the critical field, it makes sense to study isolated chiral solitons for .
To analyze the metastability of a single soliton, let us write the magnetic configuration as
| 7 |
where stands for the soliton configuration and and are two real fields that describe the fluctuations around . Expanding the energy in powers of up to second order we get
| 8 |
where and are the differential operators
| 9 |
| 10 |
The terms linear in are absent in Eq. (8) since the soliton is a stationary point of the energy. The soliton is metastable if and are both positive (semi)definite. The time evolution of small excitations around the static configuration is governed by the following two equations, which can be derived from the LLG equation (2):
| 11 |
where . Since the energy always decreases with time due to the damping term in the LLG equation, and will tend to zero as if is a local minimum of the energy and no additional external torque is applied, and therefore the soliton is metastable.
The spectrum of and is studied in detail in the Supplementary Information S1. Since is a Schrödinger operator corresponding to a Pöschl–Teller potential, exactly solvable, it is easy to verify that it is always positive semidefinite. Hence, the soliton stability is determined by the lowest lying eigenvalue of . Without DMI, corresponds also to a Pöschl–Teller potential and it is easy to verify that the solitons of both chiralities are metastable if . Notice that the DMI is removed by taking the limit , keeping nonzero and . It amounts just to remove the term in Eq. (10). In the presence of DMI the spectrum of cannot be analytically determined and we have to resort on numerical methods.
The stability domains in the plane are represented in Fig. 2a. The shaded region is the stability domain in presence of DMI for . In this case the soliton is metastable even in a region with , where the UMA has a destabilizing effect, and the stability is provided solely by the DMI. For the magnetic moment is aligned with the field only if . Hence, the magnetic texture we are considering is stable only if . Otherwhise, the whole system, not just the soliton, is unstable against tilting towards the direction. The line , which marks the onset of this instability, is represented by the dashed blue line in Fig. 2a, and meets the upper blue curve, which signals the soliton instability at high field, at the notorious cusp. It is worthwile to mention that below the line, for and not too large, solitons with a magnetic moment along the direction exist and are metastable, at least if is sufficiently large. However, these objects are beyond the scope of the present work, which concentrates in monoaxial helimagnets with easy-plane anisotroy. The green dotted line represents the stability boundary in absence of DMI for solitons of both helicities, since they are degenerate. Finally, the orange dashed line represents the stability boundary for in presence of DMI. In both cases the UMA is necessary to provide stabilitiy, so that both lines end at for . It is evident that the DMI enlarges the stability domain of the soliton, while it shrinks the stability domain of the soliton. Without UMA, the soliton is stable for , while the soliton is unstable for any . For , which has a large anisotropy (), the stability region of the soliton is much broader: . Therefore, a metastable soliton can be obtained in a broad region of out-of-plane magnetic fields, .
Figure 2.
Limits of stability of the chiral soliton. (a) Stability diagram of the chiral soliton for , as a function of anisotropy and applied field. The blue continuous line corresponds to the stability limit for , with the dashed blue line indicating the onset of instability of the whole system against tilting towards the direction. The orange dashed line corresponds to the stability limit for case. The green dotted line is the stability limit for and . Below the red dash-dotted line the FM state is itself metastable, the ground state being a CSL. The red star indicates the parameter values used to perform the numerical simulations. (b) The critical value, proportional to the critical current density, as a function of for and for several values of , as indicated. The red dashed line corresponds to .
Response of isolated chiral solitons to external currents
Steady motion
We address now the question about how a chiral soliton, which can be obtained in the metastability region shown in Fig. 2a, dynamically respond to external stimuli, particularly an applied polarized current. Contrarily to domain walls, the chiral soliton does not move steadily under the application of a constant out-of-plane magnetic field. In the case of domain walls, the applied field favours the domain with magnetization aligned with it, which grows at the expenses of the other domain, and the domain wall moves steadily. In the case of the soliton, the magnetization is symmetric about its center, and the effect of the applied field is the same on both sides of the soliton. The system then reaches a new equilibrium state to minimize the Zeeman energy within the soliton, but no steady motion takes place. It is however possible to move the soliton steadily by applying a polarized electric current, with density , which delivers the spin transfer torque52,53
| 12 |
with , where P is the polarization degree, e is the electron charge, and is the Bohr magneton. The first term is the reactive (adiabatic) torque and the second term the dissipative (non-adiabatic) torque54, whose strength is controlled by the nonadiabaticity coefficient .
We take the current density , and look for a steady solution of the LLG equation (2) corresponding to a soliton that moves rigidly with constant velocity, v, along the direction. The general steady solution is characterized by two functions, and , of the variable , with BCs: , and . The LLG equations for steady motion can be cast into the form
| 13 |
| 14 |
where the primes stand for derivatives with respect to w and
| 15 |
Notice that the spin transfer torque, the Gilbert damping, the nonadiabaticity coefficient, and the soliton velocity enter the equations of motion only through the constants and .
The Boundary Value Problem (BVP) defined by Eqs. (13) and (14) and the soliton BCs has no solution in general. To obtain a solution it is necessary to impose some relation between and , which in its turn determines a relation between the soliton velocity, v, and the applied current intensity, . To see this, let us split the BVP into two pieces, one for and another one for , with the specified soliton BCs for supplemented with and at . These two BVP have generically a solution, and have been numerically solved by a relaxation method. A solution of the complete BVP, for , is obtained from the two restricted BVP if the derivatives and are continuous at . Generically, these two conditions cannot be simultaneously satisfied by tuning the single degree of freedom at our disposal, . Hence, we have to tune and to get the complete solution. It turns out that is continuous if and only if , whatever , which can be tuned to enforce the continuity of . Therefore, from Eq. (15) we get
| 16 |
and in this case becomes proportional to the current intensity: . We see that the steady velocity increases linearly with the current density, with a mobility which is independent of the system parameters and . The same behavior occurs for domain walls54, for domain walls43,44, and for the CSL at weak field and weak current intensity55. Thus this seems to be a universal feature of the response of one dimensional magnetic solitons to polarized currents.
Equation (16) implies that if , so that the steady solution is indeed static if there is no dissipative torque. In that case and the soliton reaches a different equilibrium state, with no motion, after applying the current. Notice also that the case is special, since then and , and therefore Eqs. (13) and (14) are independent of the applied current. This means that in this case the soliton is rigidly dragged by the current, with velocity , without changing its static shape.
By increasing the current, increases from its static value . At sufficiently large a second, unstable, solution of the BVP, with larger , appears. At a certain , which depends on the system parameters, the stable and unstable branches meet and the steady solution becomes unstable (see Supplementary Information S1). Thus, no steady moving soliton exists above this critical current. If , Eqs. (13) and (14) are independent of the current, and there is no critical current. The critical current decreases with and increases with , as shown in Fig. 2b. This reflects the fact that the field tends to destabilize the soliton while DMI and UMA tend to stabilize it. The critical current vanishes when the applied field attains a value that coincides with the destabilizing field represented in Fig. 2a. This means that, as expected, unstable solitons are destroyed by infinitesimal current densities, since, as we shall see in next section, current densities higher than the critical values destroy the soliton, driving the system to the homogeneous FM state. On the other hand, it is worthwile to stress that the mobility is independent of if the solitons of both helicities are metastable. However, for a given current density the soliton profiles depend on , and, as expected, the critical current is much smaller for (see Supplementary Information S1).
A similar scenario is observed for moving domain walls54, in which the steady motion ceases when the current density is high enough. However, for high currents the steady motion is replaced by a precesional motion in the case of domain walls, while the chiral solitons studied here are destroyed by high currents.
In monoaxial helimagnets, the response of the CSL to a spin transfer torque delivered by a polarized current was studied by Kishine and Ovchinnikov55 in the weak magnetic field limit. These authors showed that the CSL reachs also a steady motion regime at low current intensities if a non-adiabatic spin transfer torque is delivered. The mobility is proportional to the current intensity, as in Eq. (16). However, the behaviour of the CSL in response to large currents was not investigated in that work. The steady motion of the CSL can be addressed in the whole magnetic field regime, including the weak limit, and for arbitrary current intensities, by solving Eqs. (13) and (14) with the appropriate BCs. As found by Kishine and Ovchinnikov, relation (16) holds also for the CSL in the weak field limit, presumable indicating that this BVP will have a solution only if , as in the isolated soliton case studied here. We also expect that a high enough current density will destroy the CSL, driving it to the homogeneous FM state. However, contrarily to the case of the isolated soliton, which is a metastable state, the CSL will reappear when the current is switched off, since it is the equilibrium state in absence of current.
Nonsteady issues
Two important questions are not addressable by the BVP, which only describes the steady motion: (1) the fate of the soliton for , and (2) whether the steady moving regime is reached by applying a current to a static soliton. To answer these questions, we performed numerical simulations of the LLG equation using the MuMax3 code56–58, in which we have implemented the monoaxial DMI. We used the following parameters, appropriate to : , , , , , , and . In addition, we set which is larger than the stability limit of the CSL . These values correspond to nm, and , and are indicated by the red star in Fig. 2a. The numerical solution of the BVP for this set of parameters gives (see Fig. 2b). As a test of the code, we have obtained that, in absence of applied magnetic field, the system relaxes to a helical state with wave number , and that a metastable chiral soliton can be retained for a broad range.
The shape of the steady moving solution for is displayed in Fig. 3a for (). Continuous lines correspond to the solution of the BVP and circles to the steady profile found by numerical simulations of the LLG equation, showing good agreement between them. The bottom panel in Fig. 3a shows that the magnetization in the soliton is tilted towards , the direction of the velocity. Let be the center of the soliton, given by the maximum of , where now the prime stands again for derivative respect to z. The tilt angle is the deviation of the polar angle from in its center, . The soliton width can be defined in terms of as , The values of and depend on the applied current density and on the system parameters. Figure 3b displays the steady velocity, v, and and as a function of j.
Figure 3.
Steady motion of the chiral soliton. (a) Steady profiles for , , and (). Circles correspond to numerical simulations and lines to the BVP. (b) Velocity and soliton parameters as a function of the applied current density j. The steady velocity increases linearly with the current, with mobility , as indicated by the continuous line (top panel). Middle and bottom panels: , (tilt of the magnetization in the z direction) increases with j, whilst the soliton width decreases. Both quantities show a considerable change when the critical current , indicated by the vertical dashed line, is approached. Continuous lines correspond to the solution of the corresponding BVP. Vertical dashed and dotted lines correspond to the critical values obtained with numerical simulations and with the BVP, respectively.
Numerical simulations show that the system, starting from the metastable static soliton, reaches the steady motion state if the current is below the critical current, , which corresponds to , in good agreement with the value of predicted with the BVP. Currents higher than destroy the soliton and drives the system to the FM state. Figure 4 displays results of numerical simulations that clarify the fate of the soliton upon application of a supercritical current. Figure 4a presents the temporal evolution of for , for which a steady soliton motion is reached, and for , where no steady solitonic state is attained at long times. The dotted vertical line indicates the time ns when the soliton is destroyed, which is anticipated by the sudden increase of . The dependence of on the value of the supercritical current density is presented in Fig. 4b, showing how it tends to diverge when reaching from above. Beyond , the system goes to a FM state with the magnetization completely oriented along the direction of the external field.
Figure 4.
Instability of the chiral soliton under an applied current density. (a) Evolution with time of the tilt angle around the critical current . The vertical line indicates the value of for , beyond which the magnetization in the center of the soliton abruptly goes to the y direction. (b) Dependence on the current density of the instability time , showing how it seems to diverge when approaching from above.
The critical current resembles the one appearing in domain walls54 and is tantamount to the Walker breakdown field59–61. However, currents beyond the Walker breakdown do not destroy the domain wall, but induce a non-steady precesional motion. This is a major difference between the chiral soliton and domain wall steady motion.
Discussion
We have shown that single chiral solitons can be metastably retained in monoaxial helimagnets. The metastability of the soliton is guaranteed by the Dzyaloshinskii–Moriya interaction and/or the uniaxial magnetic anisotropy. For a given material, the limit of metastability is controlled externally by the applied magnetic field. For large magnetic anisotropy energy the stability region is significantly broad, reaching magnetic field values more than six times higher than the critical value at which the CSL ceases to be stable. This opens the possibility to control the chiral soliton in a broad field range.
We have also shown that the application of an external polarized electric current serves to effectively control the chiral soliton, which moves steadily with a velocity proportional to the current density, and with the mobility given by the ratio between the nonadiabaticity and the Gilbert damping coefficients. Notably, the soliton is destabilized, and destroyed, when the current density exceeds a critical value which is controlled by the applied magnetic field. The destruction of the soliton by supercritical currents can be a very useful tool to manipulate information in potential spintronic devices that use the presence or absence of solitons as bits. Other types of magnetic solitons, namely domain walls and domain walls, show a similar behaviour. However, a distinguishing and very interesting feature of the chiral solitons studied here is that the metastability, including the critical current density, is controlled by the applied magnetic field. In summary, the controlled motion of chiral solitons presented here opens a new route to the development of spintronic devices based in topological structures.
Methods
Stability of the static soliton and steady motion solution
The lowest lying eigenvalue of the operator is analytically known62 since corresponds to a Pöschl–Teller potential. Without DMI, the operator corresponds also to a Pöschl–Teller potential and its spectrum is analytically known. In presence of DMI, the lowest lying eigenvalue of is not analytically known and we computed it numerically, by discretizing the operator on a one dimensional finite grid in the simplest way and using the software routines ARPACK63 to get its eigenvalues. We repeat the computations increasing the number of grid points and decreasing the grid spacing to control the finite volume and discretization effects.
The BVP that determines the steady motion has been solved numerically by discretizing the nonlinear equations (13) and (14) in a finite one dimensional grid and using a relaxation method to obtain the solution64. Again, the computations were performed with several values of the number of grid points and the grid spacing, to control the finite volume and discretization effects.
Micromagnetic simulations
Numerical simulations of the magnetization dynamics were performed using the MuMax3 computational code56–58. The current release of the code includes implementations of the DMI in its bulk and interfacial form. Recently, so-called micromagnetic standard problems for ferromagnetic materials with DMI interactions has been proposed by Cortés–Ortuño et al in Ref.65. Closely following the implementation of DMI interaction for crytals within the symmetry class in66, we have implemented the uniaxial DMI. Notice that the coordinate system (x, y, z) we are using, shown in Fig. 1 in the main text, is equivalent to (y, z, x) in the MuMax3 implementation. In the present notation, the DMI energy density term implemented in65 has the form
| 17 |
For uniaxial helimagnets the DMI energy density can be expressed as
| 18 |
Here the DMI vector points in the direction, favoring helical magnetization textures rotating counter-clockwise in the plane. Accordingly, effective fields for the DMI and uniaxial DMI in a two-dimensional system are
| 19 |
and
| 20 |
respectively. Therefore uniaxial DMI corresponds to the first term (in vectorial notation) of the DMI with opposite sign. We have thus used the implementation of Cortés–Ortuño66, which is based on the effective fields, without the terms associated to the second term of the energy density in vectorial notation.
The numerical simulations presented in this work have been performed without considering the demagnetizing field (see “Discussion” above) and with periodic boundary conditions in all directions, since we ignore the boundary effects in the x and y directions and consider a long system in the z direction. A cell size of 1 nm 1 nm 1 nm was used in a system with dimensions , and .
Material parameters for
We have chosen materials parameters for based on the following criteria. At low temperature and low magnetic field the CSL is the stable magnetization state. The period of the CSL is , so that is the wave number4,67. In terms of micromagnetic parameters we have .
When an out-of-plane magnetic field is applied the chiral soliton lattice is destabilized at the perpendicular critical field and the system goes to a uniform magnetization state in the out-of-plane direction4. Instead, if a magnetic field is applied in the z direction, a conical state is formed below , which is the parallel critical field24. Theoretically, when measuring magnetic fields in units of , the perpendicular and parallel critical fields are and , with . Therefore, and for implies
| 21 |
Finally, the saturation magnetization can be obtained as
| 22 |
where is the Landé factor, the Bohr magneton, is the spin modulus and is the lattice constant.
The micromagnetic parameters A, K and D can thus be obtained using , and through
| 23 |
In addition we assumed for the Gilbert damping parameter, for the nonadiabaticity coefficient, and for the polarization degree.
Supplementary information
Acknowledgements
SB acknowledges interesting discussions with J. Curiale. Grants No PGC-2018-099024-B-I00-ChiMag from the Ministry of Science and Innovation of Spain, i-COOPB20524 from CSIC, DGA-M4 from the Diputación General de Aragón, and PICT 2017-0906 from the Argentine Agencia Nacional de Promoción Científica y Tecnológica, are acknowledged. This work was also supported by the MEXT program for promoting the enhancement of research universities, by the JSPS Core-to-Core Program, A. (Advanced Research Networks), by the Chirality Research Center (Crescent) in Hiroshima University.
Author contributions
The authors contributed to the work as a team.
Competing Interests
The authors declare no competing interests.
Footnotes
The original online version of this Article was revised: The original version of this Article contained errors in Equations 13 and 14, Figures 2 and 3, and in the Response of isolated chiral solitons to external currents section. Full information regarding the corrections made can be found in the correction for this Article.
Publisher's note
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Change history
2/8/2022
A Correction to this paper has been published: 10.1038/s41598-022-06147-1
Supplementary information
is available for this paper at 10.1038/s41598-020-76903-8.
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