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Properties of a static dipolar impurity in a 2D dipolar BEC

Neelam Shukla    Jeremy R. Armstrong Department of Physics & Astronomy, University of Nebraska at Kearney, NE-68849 USA
Abstract

We study a system of ultra cold dipolar Bose gas atoms confined in a two-dimensional (2D) harmonic trap with a dipolar impurity implanted at the center of the trap. Due to recent experimental progress in dipolar condensates, we focused on calculating properties of dipolar impurity systems that might guide experimentalists if they choose to study impurities in dipolar gases. We used the Gross-Pitaevskii formalism solved numerically via the split-step Crank-Nicolson method. We chose parameters of the background gas to be consistent with dysprosium (Dy), one of the strongest magnetic dipoles and of current experimental interest, and used chromium (Cr), erbium (Er), terbium (Tb), and Dy for the impurity. The dipole moments were aligned by an external field along what was chosen to be the zz-axis, and studied 2D confinements that were perpendicular or parallel to the external field. We show density contour plots for the two confinements, 1D cross sections of the densities, calculated self-energies of the impurities while varying both number of atoms in the condensate and the symmetry of the trap. We also calculated the time evolution of the density of an initially pure system where an impurity is introduced. Our results found that while the self-energy increases in magnitude with increasing number of particles, it is reduced when the trap anisotropy follows the natural anisotropy of the gas, i.e., elongated along the zz-axis in the case of parallel confinement. This work builds upon work done in Bose gases with zero-range interactions and demonstrates some of the features that could be found when exploring dipolar impurities in 2D Bose gases.

I Introduction

Dipolar BECs have long been of interest in cold atom physics due to the large variety of physics they display Lahaye et al. (2009); Chomaz et al. (2022). The first such system was a condensate of 52Cr atoms discovered in 2004 Griesmaier et al. (2005) utilizing its magnetic dipole moment, but BECs using electric dipole moments have recently been realized Bigagli et al. (2024). While the condensates themselves are of interest, experiments with impurity species implanted in them may become of great interest in the coming years. Boson impurities in non-dipolar condensates have been well-studied both experimentally Hu et al. (2016); Jørgensen et al. (2016) and theoretically Scazza et al. (2022); Mistakidis et al. (2023); Grusdt et al. (2024).

Given the high degree of experimental control and precision, cold atomic systems are a great sandbox for impurity physics. When an impurity is introduced into a cold atomic system, it becomes dressed by the medium particles. These interactions alter the properties of the impurity from its bare form and also allow the impurity to act as a local probe of its environment  Volosniev et al. (2019); Mehboudi et al. (2019); Bouton et al. (2020). The impurity may also alter properties of the bath local to the impurity, as it will change the bath density around it. The extent of its effects depend on both the strength and range of the impurity’s interactions and the properties of the medium. These effects have been studied experimentally and have also been studied in the case of two-dimensional (2D) systems Zhang et al. (2012); Ong et al. (2015); Koschorreck et al. (2012).

There has been other work with impurities in dipolar media Kain and Ling (2014); Ardila and Pohl (2018); Volosniev et al. (2023); Shukla et al. (2024). Most of these works Kain and Ling (2014); Ardila and Pohl (2018); Volosniev et al. (2023) have been in momentum space, while our work is in coordinate space. This gives us access to important quantities such as the density. Our aim is to further the exploration of impurities in cold dipolar gases with a study in which the impurity is also a dipole. Furthermore, the gas is confined to two spatial dimensions, which has been less explored than 3D. This is in contrast to our previous work, Shukla et al. (2024), where we worked in 3D and with a Gaussian impurity which was strongly interacting and had other tuneable properties. In our system, the dipolar BEC is confined in a 2D harmonic trap with a dipolar impurity implanted inside the trap. The dipoles are polarized in the zz-direction, and we have studied both of the extreme orientations, where the trap contains the dipoles in the plane perpendicular to the polarization direction or parallel to it.

This paper is structured as follows: after the introduction, we will discuss the methods used in our calculations, we will then report our results for the two geometries, discuss them, and then conclude.

II Methods

Our dipolar BEC consists of NN dipoles in a 2D harmonic trap with a single impurity dipole implanted inside. The Hamiltonian of our system is:

H\displaystyle H =\displaystyle= k=1N(pk22m+Vtrap(𝐫k)+βVdip(𝐫𝐤𝐫))+p22mimp\displaystyle\sum_{k=1}^{N}\left(\frac{p_{k}^{2}}{2m}+V_{trap}(\mathbf{r}_{k})+\beta V_{dip}(\mathbf{r_{k}}-\mathbf{r})\right)+\frac{p^{2}}{2m_{imp}} (1)
+i<jNVc(𝐫𝐢𝐫𝐣)+i<jNVdip(𝐫𝐢𝐫𝐣),\displaystyle+\sum_{i<j}^{N}V_{c}(\mathbf{r_{i}}-\mathbf{r_{j}})+\sum_{i<j}^{N}V_{dip}(\mathbf{r_{i}}-\mathbf{r_{j}}),

where mm is the mass of a dipolar boson, mimpm_{imp} and 𝐫\mathbf{r} are the mass and position of the impurity dipole, respectively, VcV_{c} is the contact interaction, VdipV_{dip} is the dipole-dipole interaction, which will be detailed subsequently, and β\beta is a scaling factor for the strength of the dipole-impurity interaction.

The contact interaction is Vc(𝐫)=4π2aδ(𝐫)/mV_{c}(\mathbf{r})=4\pi\hbar^{2}a\delta(\mathbf{r})/m, where aa is the scattering length. The dipole-dipole interaction is long-range and anisotropic. In general form, it reads for magnetic dipoles

Vdip(𝐫)=μ04πd23(𝐝𝐫^)2|𝐫|3,V_{dip}(\mathbf{r})=\frac{\mu_{0}}{4\pi}\frac{d^{2}-3(\mathbf{d}\cdot\mathbf{\hat{r}})^{2}}{|\mathbf{r}|^{3}}, (2)

where, 𝐝\mathbf{d} is the dipole moment, μ0\mu_{0} is the permeability of free space, and 𝐫^\mathbf{\hat{r}} is the unit vector along 𝐫\mathbf{r}. In our system, the dipoles are polarized in the zz-direction by an external field. In this case, the dipole-dipole interaction can be written as

Vdip(𝐫)=Cdd4π13cos2(θd)r3,V_{dip}(\mathbf{r})=\frac{C_{dd}}{4\pi}\frac{1-3\cos^{2}(\theta_{d})}{r^{3}}, (3)

where, θd\theta_{d} is the angle between 𝐫\mathbf{r} and 𝐝\mathbf{d}. We have used the standard notation Cdd=μ0d2C_{dd}=\mu_{0}d^{2}, allowing us to introduce a useful length scale add=Cddm/(12π2)a_{dd}=C_{dd}m/(12\pi\hbar^{2}), known as the ’dipolar length’Lahaye et al. (2009). The dipolar length allows us to easily compare the relative strengths of interactions in the problem, by comparing it with the scattering length of the contact interaction. The scaling factor that appears in Eq. (1) allows us to treat an impurity with a different dipole moment than the background dipolar gas. In such a situation, Eqs. (2) and (3) would need two different dipole moments, 𝐝𝐠\mathbf{d_{g}} and 𝐝𝐢\mathbf{d_{i}}, instead of the d2d^{2} terms. We have chosen to handle this by using a scaling factor β=|𝐝𝐢|/|𝐝𝐠|\beta=|\mathbf{d_{i}}|/|\mathbf{d_{g}}|, where 𝐝𝐠\mathbf{d_{g}} is the dipole moment of a bulk gas atom and 𝐝𝐢\mathbf{d_{i}} is the dipole moment of the impurity. In terms of the dipolar lengths add,ga_{dd,g} and add,ia_{dd,i} (the dipolar lengths of the gas and impurity, respectively), β=add,imgadd,gmi\beta=\sqrt{\frac{a_{dd,i}m_{g}}{a_{dd,g}m_{i}}}, where mgm_{g} and mim_{i} are the masses of a dipolar gas atom and impurity atom, respectively. Note that the dipole-dipole interaction is singular at the origin. In order to treat this difficulty, at the origin we have taken the potential to be a constant value equal to the average of the potential value at the four nearest grid points to the origin in our numerical solution. The short-range behavior of the dipole-dipole interaction is beyond the scope of this paper and not vital to our findings.

In order to solve Eq. (1), we assume that our wave function ψ\psi, can be written as a product of one-particle wave functions, i.e., ψ(𝐫𝟏,𝐫𝟐,,𝐫𝐍)=ψ(𝐫𝟏)ψ(𝐫𝟐)ψ(𝐫𝐧)\psi(\mathbf{r_{1}},\mathbf{r_{2}},\dots,\mathbf{r_{N}})=\psi(\mathbf{r_{1}})\psi(\mathbf{r_{2}})\dots\psi(\mathbf{r_{n}}). If there was no trap, we can transform the resulting Schrödinger equation (Hψ=EψH\psi=E\psi) into the frame of the impurity and obtain Gross (1962); Volosniev and Hammer (2017); Hryhorchak et al. (2020); Jager et al. (2020); Drescher et al. (2020); Guenther et al. (2021):

12(1m+1mimp)2ψ(𝐫)+βVdip(𝐫)ψ(𝐫)+ψ(𝐫)[Vc(𝐫𝐫)+Vdip(𝐫𝐫)]|ψ(𝐫)|2𝑑𝐫\displaystyle-\frac{1}{2}\left(\frac{1}{m}+\frac{1}{{m_{imp}}}\right)\nabla^{2}\psi(\mathbf{r})+\beta V_{dip}(\mathbf{r})\psi(\mathbf{r})+\psi(\mathbf{r})\int\left[V_{c}(\mathbf{r^{\prime}}-\mathbf{r})+V_{dip}(\mathbf{r^{\prime}}-\mathbf{r})\right]|\psi(\mathbf{r^{\prime}})|^{2}d\mathbf{r^{\prime}}
=Eψ(𝐫).\displaystyle=E\psi(\mathbf{r}). (4)

This equation is a Gross-Pitaevskii equation (GPE). For numerical convenience as well as a recognition of experimental realtities, we will solve the GPE in a trap. If the trap is large, the properties of the impurity are insensitive to it. It also makes our results somewhat relevant for mobile impurities. Alternatively, one can use an external laser to pin the impurity at a certain location, such as the center of the trap Catani et al. (2012), which results in a similar GPE. We will solve the GPE numerically by adapting a publicly available code Kumar et al. (2015) to our problem. The code solves the GPE using the split-step Crank-Nicolson method.

Our system is in a harmonic trap, which we have initially chosen to be radially symmetric:

Vtrap(𝐫)=12m(ω2r2+ω3D2x32),V_{trap}(\mathbf{r})=\frac{1}{2}m\left(\omega^{2}r^{2}+\omega^{2}_{3D}x_{3}^{2}\right), (5)

where r2=x2+y2r^{2}=x^{2}+y^{2} or r2=x2+z2r^{2}=x^{2}+z^{2}, depending on the confinement geometry of the system, x3=zx_{3}=z or yy and ω3D\omega_{3D} is the confinement frequency in the third dimension, and we will assume ω3Dω\omega_{3D}\gg\omega. In our calculations, we have chosen the oscillator length, =/mω\ell=\sqrt{\hbar/m\omega} to be 1 μ\mum, which is within the range of typical experimental values. Our dipolar length is 130a0a_{0}, which is the value for 162Dy, which has a very large magnetic moment and is of great current experimental interest Chomaz et al. (2022). We have used a=150a0a=150a_{0} for the contact interaction scattering length. While this is close to the background value for Dy, this is also something that is tunable experimentally via Feschbach-Fano resonances Chin et al. (2010). It is also important for the stability of dipolar systems that a>adda>a_{dd} Lahaye et al. (2009).

The reader will have noticed that the Hamiltonian, Eq. (1), is a three-dimensional equation, whereas we are interested in studying 2D systems. As hinted at above, we work in quasi-2D, where one of the confining frequencies in the harmonic trap is large and we assume that the particles are in the ground state in that direction, which is a Gaussian wave function. That direction is then integrated out and the resulting equation is then in 2D Kumar et al. (2015).

III Results

In this section we will present our results starting with static properties calculated in the two different geometries mentioned in the introduction: confining the particles to the xyxy-plane (perpendicular to the dipole polarization) and the xzxz-plane (parallel to the dipole polarization). One of the static results we will show in both subsections is the self-energy of the impurity. The self-energy is defined as

Eself=E[β]E[β=0],E_{self}=E[\beta]-E[\beta=0], (6)

where E[β]E[\beta] is the energy of the system with an impurity of strength β\beta. This quantity is an important characteristic for an impurity system as it indicates how the system’s energy is affected by the introduction of an impurity. Several different impurities were chosen with different strengths: 162Dy, 52Cr, and 168Er. While at first glance, it may seem that 162Dy cannot be an impurity in a gas of 162Dy atoms, the impurity atom can be kept in a different hyperfine state and thus distinct from the background gas.

III.1 xyxy-plane

In the xyxy-plane, the angle θd\theta_{d} in Eq. (3) is π/2\pi/2 always, which results in a dipolar interaction that is purely repulsive and isotropic. Thus, we have a system with only repulsive interactions present that is confined by a harmonic trap. In panel a) of Figure 1, we can see the density contours of this system. The repulsive impurity at the origin depletes the density there which then concentrates in an annulus around the center. The contours are circular in shape, fitting with the isotropic nature of the interactions. In panel b) of Figure 1, a 1D cross section of the density clearly shows the dip in the density at the center caused by the impurity. We show curves for three different impurities, which we see minor differences in the density in the center with the strongest impurity creating the largest decrease in the density, as expected. For the other impurities, both the depth and breadth of the density ’divot’ is decreased. Also, as is typical of condensates, far enough away from the impurity (further than the healing length) there is no distinction in the density profile between the different impurities, in this case at approximately 2 μ\mum from the center. In Figure 2, we plot the self-energy (Eq. (6)) as a function of particle number for a few different impurity strengths. Unsurprisingly, the self-energy is higher for larger interaction strengths. With increasing particle number, it also increases and appears to scale linearly at large particle numbers. We have added another curve corresponding to 159Tb, an as yet unexplored element with a strong magnetic dipole moment, in order to display another curve for strength dependence.

Refer to caption
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Figure 1: Shown in Panel a) is a density contour plot for a gas dipolar gas consisting of 2000 Dy atoms confined in the xyxy-plane with dipole moments polarized perpendicular to the plane with an impurity Dy atom at the origin. Panel b) shows a one dimensional (1D) cross section of the density taken along the xx-axis for three different impurities as well as the cross section of the system without an impurity. This inset in panel b) shows a close-up of the profile near to the origin. The yy-axis cross section is not shown as the system is isotropic and thus it is identical to the xx-axis cross section.

Overall, the xyxy-confined system shows the expected isotropic response to the single impurity at the origin. The impurity’s effect is rather mild, as except for the inner \sim 4% of the trap, the density is indistinguishable from the case with no impurity.

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Figure 2: Self-energy, Eq. (6), of an impurity implanted into a dipolar gas confined to the xyxy-plane as a function of the number of particles in the dipolar gas for four different impurities.

III.2 xzxz-plane

If the particles are confined to a plane parallel to the dipolar axis, then θd\theta_{d} in Eq. (3) can take any value and we have an anisotropic system that, roughly speaking, should be attractive along the zz-axis and repulsive along the xx-axis. The density contours of this system can be seen in panel a) of Figure 3. The shape is no longer circular as the contours are elliptical with the major axis along the zz-axis. The dipoles preferentially line up along the zz-axis in order to keep their preferred head-to-tail configuration. Since the trap is isotropic, this is the natural shape caused by the interactions within the gas. This can also be seen in panels b) and c) of Figure 3 which show the 1D density cross sections along the xx- and zz-axes, respectively. Looking at the spatial extent of these cross sections, one clearly sees that the zz density extends to larger values from the origin than along the xx-axis. The overall extent is much smaller in the xzxz case, which can be seen from the boundaries of the plots. The repulsive character of the xyxy system forces the particles to spread out more and thus form a more dilute system overall, whereas the attraction present in the xzxz and the large concentration in the center caused by the impurity means the total system’s size is smaller in the xzxz case. The density of the xzxz system does not drop to what was the peak density in the xyxy system until about 4 μ\mum from the origin.

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Figure 3: Shown in Panel a) is a density contour plot for a dipolar gas consisting of 2000 Dy atoms confined in the xzxz-plane with dipole moments polarized parallel to the plane with an impurity Dy atom at the origin. Panels b) and c) show one dimensional density cross sections along the xx- and zz-axes, respectively, for three different impurities and the no impurity system. Panels b) and c) also show insets showing a close up of the density profiles near to the origin.

The effect of the impurity is to cause a spike in density at the very center, a spike which is wider in the zz-direction than in xx (shown clearly in the insets of Figures 3b and 3c). This is in contrast with the xyxy confinement, where there was only repulsion and thus, a divot in the center. The spike, however, is larger in magnitude to the no impurity density compared to the size of the divot, although in both cases they are around a factor of two relative to the pure system. Still, far away from the impurity the density returns to the no impurity value.

Figure 4 shows the self-energy as a function of particle number. Here, the self-energies are negative as the presence of the impurity adds attraction to the system and lowers the energy. Its effect is greater with more particles present but overall behaves in a similar way to the xyxy-plane case, just attractive instead of repulsive. However, it is not simply a reflection over the horizontal axis, as the self-energies for xzxz are more negative than the xyxy ones are positive. As stated previously, the spike in density caused by the attractive impurity is larger than the density cavity caused by the repulsive impurity, so the impurtiy is affecting more of the bulk gas atoms and thus has a greater self-energy.

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Figure 4: Self-energy, Eq. (6), of an impurity implanted into a dipolar gas confined to the xzxz-plane as a function of the number of particles in the dipolar gas for four different impurities.

III.3 Anisotropic trap

Experimenters have control over the geometry of their traps, and thus, the harmonic trap can be modified to make it anisotropic. If the deformation is extreme, the system becomes quasi one-dimensional. Note we do not show results in the xyxy confinement case, as the deformation did not change the self-energy. The overall energy of the system did increase with increasing deformation, but these differences in particle distribution were far away from the center of the trap and therefore the self-energy remained constant.

For the xzxz confinement, the trap potential is now

Vtrap(x,z)=12m[ω2(b2x2+a2z2)+ω3D2y2],V_{trap}(x,z)=\frac{1}{2}m\left[\omega^{2}\left(b^{2}x^{2}+a^{2}z^{2}\right)+\omega_{3D}^{2}y^{2}\right], (7)

where the parameters aa and bb are adjusted such that the area of the trap remains constant. This means that ab=\sqrt{ab}= constant. In order to quantify the deformation, we introduce the parameter ε=a/bb/a\varepsilon=a/b-b/a. For an isotropic case, ε\varepsilon will be zero, then will be positive for a trap deformed along the xx-axis and negative for a trap deformed along the zz-axis. We should also mention that the scenario of having an impurity pinned to the center of the trap by an external laser is most appropriate for this section, and would not make sense for a mobile impurity.

The self-energy of the xzxz-system as a function of ε\varepsilon is shown in Figure 5. This quantity will show the interplay between the impurity and the trapping potential, while being insensitive to the interplay between the trap and the bulk medium. As before, the magnitude of the self-energies increase with the strength of the impurity dipole strength. With deformation, when the trap is deformed in the orthogonal direction to the external field, the self-energy increases, whereas when the trap deformation is parallel to the external field, it decreases. This makes sense as the perpendicular deformation forces more particles into the horizontal direction where dipoles will be in their repulsive orientation, including in the vicinity of the impurity and thus the difference in self-energies. One can see this in the densities as well shown in Figure 6. In the upper panel, where a=4ba=4b or ε=3.75\varepsilon=3.75, the contour lines closest to the impurities are elongated along the zz-axis before changing to match the elongation of the trap further away. The lines are not perfect elipses even further away from the origin. They protrude slightly outward in the zz-direction, reflecting the preferred alignment of the dipoles. In the lower panel, the contours all match as the trap is elongated in the preferred direction of the gas. Like in the upper panel, there is a slight deviation from a purely elliptical shape, where in this instance the contour lines slightly pinch inward along the xx-axis.

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Figure 5: Self-energy plotted as a function of the deformation ε\varepsilon for four different impurities. These plots were obtained for a system of 2000 Dy atoms confined in the xzxz-plane with their dipole moments aligned along the zz-axis.
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Figure 6: Density contour plots for a system of 2000 Dy atoms confined in the xzxz-plane. Here, the confining harmonic trap has been deformed as described in Eq. (7), and these results are for the most extreme deformations we considered which are ε=±3.75\varepsilon=\pm 3.75.

III.4 Time dynamics

In order to understand how a dipolar gas reacts to the introduction of an impurity, we employ the real-time propagation of the split-step Crank-Nicolson method in our numerical calculations. In these calculations, the dipolar gas without an impurity is our initial state, which we then propagate in real-time with the impurity potential. The density results of these calculations are seen in Figure 7 for the xzxz-plane and Figure 8 for the xyxy-plane. Since the xyxy-plane results are isotropic, we only show results along the xx-axis. In the case of the xzxz results, one can see at small times the density increasing in the center from the introduction of the impurity, but also causing ripples in the density that extend further out to distances beyond what was seen in the static results. As the time increases, the central spike increases in height and the ripples dampen out as the profile approaches the static result. Broadly, the behavior is the same along both the xx and zz axes, however they are not identical. Due to the larger extent in the zz direction, the ripples appear smaller in amplitude, and, as in the static case, the central maximum is wider.

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Figure 7: Density profiles along the xx-axis (a) and the zz-axis (b) for different amounts of time evolution. At t=0t=0, the dipolar BEC of 2000 Dy atoms confined in the xzxz plane has a Dy impurity implanted at the origin. The time unit, ω1\omega^{-1} corresponds to about 2.5 ms.

In the case of the xyxy-plane system (Figure 8), the depth and width of the central density minimum increases with time. The ripples increase in amplitude towards the center as they decrease over time. As in the xzxz case, the density ripples extend far outside the region where the static density profile differed from the no impurity profile (about ±\pm2 μ\mum).

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Figure 8: Density profile along the xx-axis for different amounts of time evolution. For the same gas as in Figure 7, only this gas is confined to the xyxy plane. Since the system is isotropic, the profile along the yy-axis is identical.

IV Conclusion

In this paper we have shown density and self-energy results for a dipolar impurity immersed in a 2D dipolar BEC for two different geometries. We have found that the impurity distorts the gas in its immediate environment while mostly leaving the gas far away unchanged. Our dynamic results show, however, that when an impurity is first introduced it can cause density fluctuations at a much greater distance. We have primarily used impurity strengths that are experimentally relevant and hope that our results provide some impetus for experimental exploration of these systems.

Some related systems that could be studied further include adding an additional impurity or impurities. Not only would they add further distortion to the BEC, but the impurities themselves would interact via the exchange of elementary excitations of the mediumParedes et al. (2024). One could also imagine tilting the confinement to orientations between the xyxy- and xzxz-plane extremes. One might expect interesting behavior at the so-called ’magic angle’=cos1(1/3)54.74=\cos^{-1}(1/\sqrt{3})\approx 54.74^{\circ} where the dipolar interaction vanishes in one direction, but the interaction in the perpendicular direction would remain dipolar.

V Acknowledgements

The authors acknowledge that this material is based upon work supported by the National Science Foundation/EPSCoR RII Track-1: Emergent Quantum Materials and Technologies (EQUATE), Award OIA-2044049.

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