Quantum distillation and confinement of vacancies in a doublon sea

Quantum distillation and confinement of vacancies in a doublon sea

Lin Xia, Laura A. Zundel, Juan Carrasquilla, Aaron Reinhard, Joshua M. Wilson, Marcos Rigol, and David S. Weiss
July 6, 2019

Ultracold atomic gases have revolutionized the study of non-equilibrium dynamics in quantum many-body systems. Many counterintuitive non-equilibrium effects have been observed, such as suppressed thermalization in a one-dimensional (1D) gas,[1] the formation of repulsive self-bound dimers,[2] and identical behaviors for attractive and repulsive interactions.[3] Here, we observe the expansion of a bundle of ultracold 1D Bose gases in a flat-bottomed optical lattice potential. By combining in situ measurements with photoassociation,[4, 5] we follow the spatial dynamics of singly, doubly, and triply occupied lattice sites. The system sheds interaction energy by dissolving some doublons and triplons. Some singlons quantum distill out of the doublon center,[6, 7] while others remain confined.[7] Our Gutzwiller mean-field model captures these experimental features in a physically clear way. These experiments might be used to study thermalization in systems with particle losses[8] or the evolution of quantum entanglement,[9, 10] or if applied to fermions, to prepare very low entropy states.[6]

  • Department of Physics, The Pennsylvania State University, University Park, PA 16802, USA

  • Perimeter Institute for Theoretical Physics, Waterloo, Ontario, Canada N2L 2Y5

Quantum distillation is a previously unobserved phenomenon in which atoms at singly occupied lattice sites (singlons) escape the central region of an untrapped lattice gas, leaving doubly occupied lattice sites (doublons) behind (see Figure 1a).[6] It depends on one readily achievable condition, that there be an energy mismatch that prevents isolated doublons from disintegrating into two singlons. Singlons in a sea of doublons can be understood as vacancies . The tunneling rate of a singlon in an empty lattice is , while the bosonic vacancy tunneling rate is 2, since the vacancy moves when either of the adjacent doublon’s atoms tunnels. When bosonic vacancies reach a doublon sea edge only those with intermediate energies can transmit into the empty lattice while conserving energy,[7] as illustrated in Figure 1b. Vacancies with quasimomenta outside that limited range reflect from the edge, confining them in the doublon sea. When a singlon does exit, it purifies and shrinks the doublon sea by one lattice site. It has been hypothesized that collisions of vacancies with triplons can thermalize the vacancies, possibly transferring them into transmissible quasimomentum states.[7] In contrast, fermionic vacancies have the same tunneling energy as singlons in the empty lattice, so they always pass through the edge of the doublon sea.

A previous non-equilibrium experiment with bosons in flat 1D lattices mostly focused on initial single-atom number states in a deep lattice, and studied the expansion dynamics after a quench of the on-site interaction energy.[3] Such a quench leaves the many-body wavefunction out of local equilibrium. In contrast, we start our experiments with trapped, superfluid, 1D Bose gases in lattices with an average of between one and two atoms per site, and we quench by suddenly removing the trap. This is a fundamentally different quench, a geometric quench, after which the many-body wavefunction is still locally in equilibrium. Geometric quenches have been theoretically shown to lead to remarkable universal phenomena, such as quasi-condensation at finite momenta,[11, 12] dynamical fermionization of the Tonks-Girardeau gas,[13, 14] and identical expansions of bosons and fermions.[15] Our experimentally observed expansion dynamics are qualitatively reproduced by a Gutzwiller mean-field calculation (see Methods). By theoretically and experimentally studying the spatial evolution of site occupancy, we obtain a straightforward physical interpretation of the dynamics. It exhibits clear signatures of quantum distillation[6] and confinement[7, 16] of vacancies in the doublon sea.

In our experiment, Bose condensed Rb atoms in a crossed dipole trap are slowly loaded into an array of 1D tubes formed by a blue-detuned 2D optical lattice (wavevector =2/773 nm), with a superposed axial optical lattice of variable depth and a red-detuned crossed dipole trap for overall confinement (see Methods). For the density and used in this work, the initial ground states are predominantly superfluid.[17] Since each lattice site starts with a superposition of number states, pictures like those in Figure 1a represent one of many distributions whose coherent sum is the state of the system. As we will see, most of the qualitative behavior of what are thus delocalized singlons and doublons can be understood using localized pictures, leavened by the understanding that each picture represents only a small piece of the overall wavefunction.

At , we suddenly lower the depth of the crossed-dipole trap, leaving enough power to cancel the residual anti-trap due to the 2D lattice beams over a range of (see Methods). We observe the subsequent spatial evolution in three ways (referred to as M1, M2, and M3), which together allow us to separately determine the spatial evolution of the probability distributions of singlons, doublons, and atoms at more highly occupied sites. In M1, we measure all the atoms after a given by switching to a 27 deep 1D axial lattice (where the recoil energy , and is the Rb mass) and allowing the atoms to expand radially so that the density is low enough for absorption imaging. Information about the transverse distribution among tubes is lost, but the axial distribution is preserved, with a resolution of . In M2, at we suddenly switch to a 27 lattice in each of three directions and turn on a photoassociation pulse for 1.5 ms,[4, 5] which is long enough to eliminate all doublons, 2/3 of the triplon atoms, and most of the atoms from sites with higher occupancies. The axial distribution measurement is then made as in M1. In M3, at we suddenly switch to the 27 3D lattice and wait for 50 ms, which is long enough for three-body inelastic collisions[18, 19] to empty the triplon sites and most atoms from more highly occupied sites. The axial distribution is then measured as in M1.

Figure 1: a. Boson quantum distillation cartoon. A singlon among doublons acts as a vacancy (shown in grey), which tunnels through the doublon sea at . A singlon in the empty lattice tunnels at . A vacancy at the edge of the doublon sea is the same as a singlon at the edge of the empty lattice. It is important to note that, at our low temperature and our lattice depths, atoms are delocalized. Each 1D tube is occupied by a superposition of many distributions like the one pictured, generally including sites with higher occupancies and empty sites, as well as different doublon edge positions. b. Ground energy bands within the doublon sea (on the right) and in the empty lattice (on the left). Only atoms with quasimomentum between 1/3 and 2/3 of the band edge can tunnel from the doublon sea into the empty lattice. Outside that range transmission into the empty lattice does not conserve energy. This limitation on quantum distillation is absent for fermions.

Figures 2a2c show the evolution of the total atom distribution (M1) for =3, 4, and 5. These depths correspond to of 4.7, 6.8 and 9.6,[20] respectively, in the one-band Hubbard model,[21, 22] where is the onsite repulsion energy. All are characterized by a central core of atoms that steadily releases atoms that tunnel away from the center. Figures 2d2f show the distributions of single atoms, which are derived from M1, M2 and M3 (see Supplementary Information Figs. S1a–S1f). These curves show two dominant features. First, the cores contain many single atoms. Second, the broader pedestals of the M1 distributions are composed nearly exclusively of single atom sites. The velocities of the leading edges of the pedestals equal, to within 10% systematic uncertainties, the calculated maximum possible velocity (, where is the lattice spacing) for single atoms tunneling in the lowest band (see insets in Figures 2a2c). These velocities start to decrease at the end of the compensation range of the crossed dipole trap, ultimately Bragg scattering backwards; we do not display data after atoms return to the core. Figures 2g2i show the distribution of doublons, derived from all three measurement types. The number of doublons steadily decreases after the quench, but the widths of the doublon distributions barely change. The triplon distributions (see Supplementary Information Figs. S1g– S1i)) have the same width as the doublon distributions to within a  10 uncertainty.

Figures 2j2l (and Supplementary Information Figs. S1j–S1l) show the results of a Gutzwiller mean-field calculation[23, 16] (see Methods), which simulates an array of identical tubes with different atom numbers as in the experiment, and discretizes the direction along the tubes[24] so that the standard single-band approximation is not used. The theory assumes an initial zero temperature BEC. This means that finite temperature and quantum fluctuations due to the one-dimensional character of the system are not taken into account. The initial distribution is thus an imperfect match to the experiment (see Methods). The doublons initially expand farther in the theory than in the experiment, presumably because of the long range initial phase coherence in the theory. The early decrease in the theory’s doublon density no doubt affects the details of the ensuing dynamics, but qualitatively, the theory behaves like the experiment in all respects other than the shape and size of the doublon distributions. For additional comparison to theory, see Supplementary Information.

Figure 2: Spatial dynamics in the flat lattice. a-c. M1 measurements of the total atom distributions at successive at =3, 4, and 5, respectively. Insets: The location of the distribution edges vs. time. The measured velocity values for , , and are , , and mm/s, respectively, slightly slower than of 2.1, 1.6, and 1.2 mm/s. d-f. The distributions of singlons at successive at =3, 4, and 5, respectively. These are derived from combining the raw measurements according to the formula M2-(M1-M3)/3. g-i. The distributions of doublons at successive at =3, 4, and 5, respectively. These are derived from combining the raw measurements according to the formula M1-M2-2(M1-M3)/3. Note that all the experimental plots (a-i) have the same vertical scale. For a discussion of the small asymmetry in these figures, see Methods. j-l. Gutzwiller mean-field theory results for for the distribution of all atoms, singlons, and doublons, respectively. We choose the theory initial conditions so that the fraction of singlons matches the experiment (see Methods). The initial fraction of triplons and higher exceed what is seen in the experiment, and the initial cloud length is smaller. The qualitative behavior seen in the theory (and in the experiment) is robust to the initial conditions. All but the least occupied of tubes behave qualitatively like the average over all tubes, but with less doublon dissolution and quantum distillation in the most occupied tubes. The inset of j shows the motion of the edges at , as expected when the single particle quasimomentum distribution includes the midpoint of the band.

Figures 3a3c show the number of singlons, doublons and triplons as a function of time, derived from the appropriate combinations of M1, M2, and M3. The numbers of doublons and triplons drop steadily, with corresponding increases in the numbers of singlons. The theory shows similar behavior (see Fig. 3d). Although conservation of energy dictates that isolated doublons cannot dissociate for ,[2] in a predominantly doublon sea the aforementioned tunneling enhancement doubles this limit. Similarly, one can show that a sea of singlons increases the limit by 50. That our doublons live in a bath intermediate to these two seas explains why they dissociate, at least for , and why the dissociation rate decreases at long times (see especially Fig. 3a after 50 ms) when the number of empty sites in the center increases. Dissociation for () naively requires that energy be shared among more singlons,[25, 26] but it might be that the one-band Hubbard model calculation[20] overestimates the effective value of . The latter interpretation is supported by the fact that, at short times, the evolution of all the curves in Figs. 2 and 3 are approximately self-similar when the time axes are multiplied by (see Supplementary Information Figure S2), to within the small differences in the doublon distribution widths discussed below. Though the physics is dominated by interacting particle effects, marginal changes in site occupancy scale with . Our mean field calculation allows us to explicitly track the conversion of potential energy (interaction + lattice potential) into kinetic energy (see inset) that results primarily from doublon dissolution.

Figure 3: Time evolution of singlons, doublons and triplons. a. experiment. b. experiment. c. experiment. The error bars derive from the standard deviations determined from 8 separate measurements. When the curves in a-c are plotted together with a time axis rescaled by (see Supplementary Figure S2), they overlap well until the doublons reach their asymptotic number. d. theory. In all these subfigures the singlons are the blue circles, the doublons are the red diamonds, and the triplons are the black triangles. Inset to d: The interaction (blue pluses), kinetic (orange asterisks), and lattice potential (green crosses) energies vs.  calculated for .

Quantum distillation is difficult to isolate at early times, since it occurs while initially unconfined singlons are also leaving the central region and singlons are being created by dissolution. But quantum distillation dominates at 5 (Fig. 2f) after 20 ms, by which time the doublon number is stable (see also Figs. 2i and 3c) and the unconfined singlons present a locally flat background. The number of singlons confined in the doublon sea as a function of time is plotted in Fig. 4a (see Methods). Its steady decrease is a clear signature of quantum distillation, further supported by the fact that the rate scales with (see also Supplementary Information). At late times, the fraction of confined singlons levels off at , showing long term vacancy confinement in the doublon sea. The mean-field calculations also show some singlons initially leaving and others remaining indefinitely (see Fig. 3d), but fewer singlons distill out in the calculations. This is expected because the real 1D gas has a broader initial quasimomentum distribution. Thus in the calculation there are more singlons with the lower energies that do not transmit out of the doublon sea.

In -rescaled time, after doublons stop dissolving at 5 they are still dissolving at lower lattice depths. That the three sets of data points in Fig. 4a overlap means that extra doublon dissolution does not affect the central singlon number. This could be because the vast majority of singlons created when doublons dissolve have the right quasimomentum for immediate quantum distillation, and leave the center rapidly.

Further evidence of quantum distillation is given in Fig. 4b, which shows the evolution of the full width at half maximum (FWHM) of the doublon distribution. There are three size changing processes, each dominating for a time. The FWHMs increase during the first 10 to 20 ms because doublons initially can expand into singly occupied sites and perhaps there is more doublon dissolution in the middle (see Figures 2g2i). The FWHMs then decrease due to the mechanics of distillation, where escaping singlons move the last doublon one site inward. When the rate of quantum distillation decreases (near 4 ms in Fig. 4a) then as long as the lattice depth is small

Figure 4: a. The number of singlons that are confined in the doublon sea vs the tunneling-rescaled evolution time. The triangles, circles, and diamonds are for =3, 4 and 5 respectively in the experiment. The squares are the theory results for =4. See Methods for a description of how the data is derived from the singlon distributions. b. The FWHM of the doublon distributions vs. tunneling-rescaled evolution time. (same labels as in a). The error bars in this figure derive from the standard deviation of 8 measurements.

enough, shrinking is overtaken by expansion. We suspect this to be the result of higher order processes involving confined singlons that compromise the stability of the edges of the doublon sea.[27] This unanticipated higher order effect, undoubtedly absent in fermions and not present in the mean field theory results, further limits the effectiveness of bosonic quantum distillation in producing low entropy blocks of doublons. The approximate stability or slight increase in the width of the doublon distribution implies that as time evolves, the number of empty sites among the doublons increases.

Our work has concentrated on spatial distributions, which are local properties, but it should also be possible to use related techniques like time-of-flight measurements to study non-local properties, like quasimomentum distributions and correlations. This simple lattice system, in which the doublon sea is open but nonetheless settles to a stable steady state, can help address major open questions in quantum dynamics such as how systems thermalize in the presence of particle losses.[8] Studying how quantum correlations grow after the quench should give more general insight into how entanglement spreads in quantum systems.[9] The fact that our mean-field treatment (only exact in infinite dimensions) qualitatively captures the 1D dynamics, suggest that similar dynamics occur in higher dimensions. Finally, an experimental implementation with fermions holds the promise of producing superlatively low entropy doublon cores,[6] which might allow the study of hitherto inaccessible models of quantum magnetism [28] and high temperature superconductivity.[29]


Trapping: We start with 2 Bose condensed Rb atoms in the , state in a crossed dipole trap[30] with 1.8 W per beam and 160 beam waists. Gravity is canceled by a magnetic field gradient. A blue-detuned 773.5 nm wavelength 3D optical lattice, made from two retroreflected horizontal 450 waist beams and a retroreflected vertical 700 waist beam, is turned on in 14 ms to a depth of , after which the two horizontal lattice beam pairs are increased to their full depth of 40 in 44 ms. We find that the results of the experiment (including spatial distributions and occupancy fractions) do not significantly change as long as the lattice turn-on times are 35 ms or longer. That remains true if we wait for tens of ms in all the traps before starting the evolution.
Flat Lattice: Since for technical reasons the lattice waists are much larger than the dipole trap waists, we can only create a flat lattice near the center of the trap. To fine tune the cancelation of the two potentials, we start with trapped 1D gasses with no axial lattice, and choose the highest crossed dipole beam intensity at which no atoms remain trapped in the central region. This gives a central potential that is flat to within 0.08 over a length of 160 m.
Small bump: The small bump on the left of the initial atom distributions in the experimental results of Fig. 2 is due to spatial imperfections on the Yag beams that make up the confining crossed dipole trap, where the atoms are trapped 3.4 Rayleigh lengths from the beam focus. After =0 the atoms evolve in a much smoother potential, so only the initial distribution is affected by this issue, not the evolution. The bump can serve as a feature, since it provides confirmatory evidence of the fraction of singlons that remain confined (see, e.g., the long time curves in Fig. 2f).
Determination of the trapped singlon fraction: We analyze the singlon distributions (see Figures 2d–2f), by first determining the FWHM of the doublons (see Figures 2g–2i and Figure 4b) at each time. We then measure the difference between the peak of the singlon distribution and its value at the doublon FWHM positions. We assume that the confined peak height is twice that difference, and has the doublon width. We do not use this procedure at very early times, before there is a discernible shoulder in the singlon distribution, although the curves in Figure 4a change little if we add a few earlier points. The assumption that the FWHMs of doublons and trapped singlons are the same is not exactly true for a bundle of tubes. This procedure also assumes that the unconfined singlon distribution is approximately flat in the central region, which is also not quite true. Our confidence in the reliability of this procedure is buttressed by the universality of the curves in Figure 4a, which holds despite the systematic differences in the doublon FWHMs at different (see Figure 4b).

Theoretical calculations
For the theoretical analysis of the expansion, we model a collection of independent 1D tubes. In order to account for possible higher band effects during the dynamics, which may be important for the lowest lattice depths, we do not use the one-band approximation that results in the standard Bose-Hubbard model. Instead, we discretize the space along the tubes by introducing an artificial grid of spacing (we take , where is the wavelength of the optical lattice) to obtain a representation of the continuum in terms of an artificial one-dimensional Bose-Hubbard model.[24] The particles are then subject to the periodic potential generated by the optical lattice and to the confining potentials generated by the crossed optical dipole trap. We simulate arrays of up to tubes, with each tube’s length being . We choose the theory initial conditions so that the fraction of singlons in the simulation matches the experiment. This is done by arbitrarily tuning the strength of the axial and transverse trapping potentials, keeping their ratio fixed to the experimental value. The parameters for are those in the experimental setup, except that the overall confining potential is set exactly to zero. The calculations are carried out within the Gutzwiller mean-field approximation,[23, 16] where the initial state is selected to be the ground state in the absence of tunneling between the 1D tubes. Our results are robust to further reduction of the value of . For further details, see Supplementary Information.

  • We are indebted to Andrew Daley and Michael Fleischauer. This work was supported by NSF Grant No. PHYS-167830, the Army Research Office, and the Office of Naval Research (J.C. and M.R.). J.C. acknowledges support from the John Templeton Foundation. Research at Perimeter Institute is supported through Industry Canada and by the Province of Ontario through the Ministry of Research & Innovation.

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