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Energy Relaxation in one-dimensional polariton condensates M. Wouters,1 T. C. H. Liew,1 and V. Savona1 1Institute of Theoretical Physics, Ecole Polytechnique F´ed´erale de Lausanne EPFL, CH-1015 Lausanne, Switzerland (Dated: January 13, 2011) Westudythekineticsofpolaritoncondensationaccountingforthecondensationprocessaswellas theenergyrelaxationofcondensedpolaritonsduetotheirscatteringwithphononsandexcitons. By assuming a Boltzmann kinetic description of the scattering process, we show that intra-condensate 1 relaxationcanbeaccountedforbyanadditionaltime-dependenttermintheGross-Pitaevskiiequa- 1 tion. As an example, we apply the formalism to the experimental results recently obtained in 0 polariton microwires [E. Wertz, et al., Nature Phys. 6, 860 (2010)1]. In the presence of a local 2 non-resonantopticalpump,adynamicbalancebetweenspatially dependentrelaxation andparticle loss develops and excites a series of modes, roughly equally spaced in energy. Upon comparison, n excellent agreement is found with the experimentaldata. a J PACSnumbers: 71.36.+c,03.75.Kk,05.70.Ln,42.65.-k 2 1 I. INTRODUCTION descriptionof the collective excitations that characterize ] l a quantum fluid. To correctly describe these properties l a Researchers now have two decades of experience in at thermal equilibrium, symmetry-breaking theories are h the study of semiconductor microcavities2 and exciton- instead necessary. These approaches model the conden- s- polaritons, the mixed quasiparticles that arise from sate as a classical field, in terms of the Gross-Pitaevskii e strong light-matter coupling. Inspired by the early pre- equation, possibly coupled to a quantum model for the m diction ofBose-Einsteincondensationof excitons3–5, im- excitedstates,inanalogytothetheoryofatomicconden- . pressive progress in cold-atom condensation6, and mo- sates24,26,29. Intuition suggests that we can use a mix of t a tivated by the prediction of ultra-low threshold polari- the two theories in which higher energy excitons are de- m ton lasing7,8, many experiments have been dedicated to scribed by Boltzmann-like equations and condensed po- - the realization of a Bose-Einstein condensate of polari- laritonsbyGross-Pitaevskii-likeequations. Suchamodel d tons9–12. As mixed quasiparticles, polaritons are ex- wasconstructedbyWoutersandCarusotto30 to describe n pected to interact with each other (due to underlying polariton condensates, whilst similar approaches have o c exciton-exciton interactions) whilst maintaining a light been developed in atomic condensates31–33. [ effective mass (due to the trait of cavity photons). As Still, in experiments condensation can take place into bosons, polaritons should relax into the ground state of a state above the ground state34,35 and in planar mi- 3 the system, producing a transition to a phase coherent crocavitiescondensedpolaritonrelaxationwasevidenced v 0 state capable of a laser-like emission without the need downa potentialgradient10. In periodic structures, con- 2 for population inversion13–16. This transitionis the non- densationwasobservedintobothin-phaseandantiphase 3 equilibrium analog of Bose-Einstein condensation and Blochstatesandthefurtherrelaxationintotheloweren- 5 can occur at high temperature due to the light effective ergy in-phase state demonstrated with increasing pump 8. polariton mass. Although research studies usually use intensity11. Particularlystunning relaxationeffects have 0 an optical excitation of polaritons, progress in electrical appearedinrecentexperimentsonpolaritonmicrowires1. 0 injection sets a direct path for practical applications in Here condensation was observed into a series of energy 1 theformofpolariton-basedlight-emittingdiodes17–19. A modesthatappearroughlyequallyspacedinenergy. Sur- : v growing trend towards studying highly confined struc- prisingly,theenergyspacingistoolargetobeattributed i tures, in which polaritons are confined into zero or one to quantization of the center-of-mass motion (the mi- X dimensional structures14,20–23, opens the way to the re- crowire is too long). To describe these effects theoret- r alisation of microstructured polariton devices. ically it is essential to have a model that accounts for a A theoretical description of the condensation of mi- both the energy relaxation of excitons into condensed crocavity polaritons is a challenging24–27 task, especially polaritons and relaxation of polaritons within the con- whenonewishestoaccountforspatialdependence. Since densedfractionofthe polaritongas(polaritonscanrelax the polaritonlifetime is shorter than the relaxationtime theirenergybyscatteringwithphononsorhotexcitons). (in today’s samples), the system always lies in a state While the first order process is included in most kinetic out of thermal equilibrium, with no well defined chemi- theories of polariton condensation, the second has never calpotentialortemperature. Forthisreasononerequires been theoretically addressed, to our knowledge. a kinetic model that accountsfor the excitation, scatter- In this work we derive a generalized version of the ing, relaxationand decay processes occurring in the sys- Gross-Pitaevskii equation (GPE), that describes intra- tem. Semiclassical Boltzmann rate equations28 can be condensate relaxation induced by the coupling with a used to describe the thermal relaxation processes that reservoir. The starting point of the derivation is the lead to condensation, however they completely lack of a Boltzmann collision term for the condensate density. As 2 aresult,the GPEacquiresanadditionaltime-dependent assumptionwhenmodelingintra-condensatekinetics. In- rate that models the relaxationprocess. As an example, deed, due to the high occupation of both initial and fi- we apply the formalism to the recent experiment carried nalstatesinascatteringprocess,stimulatedscatteringis out by Wertz et al. on polariton microwires.1. The in- largelydominant. Wethereforerestricttothestimulated coherent optical pump is modeled using a classical rate relaxation processes. At high densities, relevant for po- equation coupled to the generalized GPE. The optical laritoncondensates,theseprocessesaremainlypolariton- pump itself introduces a spatially structured potential exciton scattering50 rather than polariton-phonon scat- (an effect also shown in experiments using resonant ex- tering28. The in-scattering term at frequency ω reads citation36). Only a full account of the energy relaxation ′ withinthe condensateandofthe spatialdynamicsofpo- dnω(x,t)= nω(x,t) r(ω,ω )nω′(x,t)dt, (3) laritonsinteractingwiththispotentialcanreproducethe ω′ X various modal patterns measured experimentally. ′ where r(ω,ω ) is the net scattering rate from the mode Thepaperisorganizedasfollows. InSec.II,wederive ′ at frequency ω to the mode at ω. Due to particle num- the term in the GPE that describes the relaxation. Sim- ber conservation, the relaxation rate obeys the relation ulations of relaxation in nonresonantly excited 1D wires ′ ′ r(ω,ω ) = r(ω ,ω). The first term in the expansion are presented in Sec. III. Conclusions are presented in − of the rate as a function of the frequency difference is Sec. IV. therefore r(ω,ω′)=κ (ω′ ω)+ (ω′ ω)3 , (4) II. DESCRIPTION OF THE RELAXATION × − O − where the relaxation constant κ has(cid:0)the dimens(cid:1)ion of an The degeneracy of the Bose gas implies that a good inverse density. Here, we don’t use a microscopic model account of the condensate kinetics is already given by a of the scattering process. Rather, we keep κ as a free mean field description, formulatedin terms of a classical parameter that we adjust to fit the experimental data. field ψ(x,t). This approach is common to most recent The resulting value is consistent with the scattering on theoreticalworks37–44 that describe most existing exper- hot excitons as discussed by Porras,et al.50. imentaldataobtainedabovethecondensationthreshold. Underthechangeofthedensity(3),the wavefunction Moreadvancedquantumkinetictheoriesareonlyneeded varies as to model the details of phase fluctuations45–47. A kinetic model formulatedin terms of transitionsbe- nω(x,t)+dnω(x,t) ψω(x,t)+dψω(x,t)= ψω(x,t), tween states characterized by their frequencies, involves s nω(x,t) a coarse graining of the time. This is analogous to the (5) coarse graining of space used in the semiclassical Boltz- where we used the fact that a stimulated relaxationpro- mann equation48 to describe the density as a function cess does not change the phase of ψ. Expanding Eq. (5) of positionand momentumwhile fulfilling the constraint to first order in dnω, substituting Eqs. (3) and (4) and imposed by the uncertainty principle. We will use the using the inverse transform (2), one obtains for the re- following definition of the time dependent spectrum of laxation dynamics of the wave function the bose field ψ(x,t): ∂ψ(x,t) κn¯(x,t) i∂ = µ¯(x,t) ψ(x,t). (6) t ψω(x,t)= 1 eiωt′ ψ(x,t′)dt′, (1) ∂t 2 (cid:20) − ∂t(cid:21) T t−T Z In the derivation, boundary terms in the partial integra- tion that scale as 1/T were neglected, because we con- where T is the coarse graining time step. When using sider the limit of a large coarse graining time where 1/T this formalism to model a steady-state spectrum, it is important that ~/T is chosen smaller than the energy is smaller than any other relevant frequency scale. In Eq. (6), n¯ and µ¯ are defined as spacingofthefeaturestoberesolved. Then,thephysical result should not be affected by the precise value of T. t 1 The inverse transform reads n¯(x,t)= ψ(x,t′)2dt′, (7) T t−T | | Z ψ(x,t)= e−iωtψω(x,t). (2) 1 1 t ∗ ′ i∂ ′ ′ µ¯(x,t)= Re ψ (x,t) ψ(x,t)dt .(8) Xω n¯(x,t) (cid:20)T Zt−T ∂t (cid:21) Spontaneous scattering is a quantum feature that can- The first expression defines the density averaged over not be described within a classical field model such the coarse graining interval T. Analogously, ~µ¯ can as the GPE and has only been treated in a handful be suggestively read as an averaged chemical potential. of theories46,47,49. Neglecting spontaneous scattering We stress however that no actual chemical potential can mightlimitthe accuracyinmodeling the kinetics oflow- be defined for this non-equilibrium system, and Eq. (8) occupationstates. Itishoweveraparticularlywellsuited draws its only justification from the formal derivation 3 presented above. The real part is taken in Eq. (8), be- ~GP(x) is an effective potential experienced by polari- cause it is readily shownwith the Madelung transforma- tons, causedby interactions between polaritons with the tion ψ = √neiθ, that the imaginary part of the integral reservoir and also the pump field, P(x), described with in Eq. (8) scales as 1/T. Equation (6) gives the term a strengthG. The largepotential experiencedby polari- that was sought to describe the stimulated relaxation of tons at the ends of the wire is accountedfor throughthe a classicalBose field due to localscattering with phonon introduction of boundary conditions ψ(x= L)=0. ± like particles and is the central result of this work. The dynamics of the reservoir field, representing opti- The right hand side in Eq. (6) resembles the fre- cally injected hot excitons injected, is described by: quency dependent amplification term that was intro- ∂N(x,t) duced in Ref. 51 to describe an energy dependent gain = ΓR+βRR ψ(x,t)2 N(x,t)+P(x) ∂t − | | mechanism due to scattering from a reservoir: ∂ψ/∂t = (cid:16) (cid:17) (11) (P/ΩK)[ΩK −i∂/∂t]ψ. Two main differences should be where ΓR is the decay rate of reservoir polaritons and emphasized. First, here the relaxation term is propor- the parameter β < 1 quantifies the backaction of the tional to the polaritondensity n¯, whereas in Ref. 51, the condensate on the reservoir46. Such a parameter is nec- relaxation is proportional to the gain from the reservoir essary due to the simplified model of a single reservoir P. The secondimportant difference is that the gaincut- used for the exciton states; if β = 1, then unphysical off frequency ΩK is replaced by the average frequency instabilities may develop in the solution of the coupled µ¯. As a consequence, particle loss and gain balance each Eqs.(9)and(11)46. Thereasonisthatforβ =1thegain other and there is no net gain in Eq. (6). The modes saturationmechanismisoverestimated,giventhesimpli- with frequency ω > µ¯ experience loss, where the ones fied description of the reservoir in terms of Eq. (11). At with ω < µ¯ are amplified. Energy absorption from the the same time, the assumption β = 0 would make the reservoir into the condensate is thus not included in our condensate density diverge, because the gain saturation model. The relaxation (6) is due to the interaction with mechanism is needed to determine the steady state con- an environment that is effectively at zero temperature. densate density at a given pump intensity. Ultimately, a microscopic description of the reservoir made with a continuous spectrum of modes, would in principle make III. RELAXATION IN 1D WIRES the introductionofthisphenomenologicalparameterun- necessary. The choice β < 1 is therefore obliged, given As an example of application, we consider a 1D mi- the reservoir model (11). Finally, note that the value crowire1 under non-resonant optical excitation. In most of β makes no qualitative difference to the spectral and situationsinwhichanincoherentopticalpumpispresent, spatial condensate pattern (implying only an overall de- agooddescriptionofthecondensationkineticsisgivenby pendenceofthecondensatedensity)solongasitissmall coupling the GPE to a kinetic equation for the reservoir enough to prevent instabilities. population.30 To this purpose, we introduce a complex We have solved Eqs. (9-11) with parameters52 corre- condensate field, ψ(x,t), coupled to a reservoir popula- spondingtothe experimentofWertz1 etal.,whoconsid- tion, N(x,t). Neglecting the polarization degree of free- ered two cases: excitation at the wire center and excita- dom, the evolution of condensed polaritons is given by tion near one edge. In both cases the time evolution is the generalized GPE for a Bose gas with losses and gain calculated over a long (4000ps) period during which the fromareservoir,supplementedwiththedissipationterm system reaches a steady state. Energy distributions are (6): then calculated by Fourier transforming the fields. i~∂ψ(x,t) = EˆLP + i~[RRN(x,t)−ΓC] A. Excitation in wire center dt 2 (cid:18) 2 +V(x,t)+g ψ(x,t) | | The energy distributions with excitation at the wire ~κn¯(x,t) ∂ center are shown in reciprocal (left) and real space + iµ¯(x,t)+ ψ(x,t), (9) 2 dt (right) in Fig. 1. The presence of the pump introduces (cid:20) (cid:21)(cid:19) excitons into the reservoir and also creates the spa- where the kinetic energy eigenvalues of EˆLP are: tially varying potential, V(x). Together with a slight blueshift caused by polariton-polaritoninteractions, this ELP(k)= EC(k)+2 EX(k)−12 (EC(k)−EX(k))2+Ω2. pcoontednetnisaaltedeftoerrmmsindeusetthoetheenesrcgaytteartinwghoifchpaartipcloelsarfritoomn q (10) the reservoir. The condensed particles are created with Here EC(k) and EX(k) represent the cavity photon and zero in-plane wavevector, in the center of the pumping exciton dispersion relations, respectively, and Ω is the spot, and are pushed away by the potential V(x) so exciton-photon coupling constant. Polaritons scatter that they fill the wire. As the pump intensity increases, from the reservoir into the condensate at a rate RR and a clear blueshift of the condensed polaritons is visible radiatively decay at a rate ΓC. V(x,t) = ~RRN(x,t)+ and stimulation of the energy relaxation takes over. 4 Propagating polaritons form a spectral pattern with Energy Rate several modes, roughly equally spaced, in agreement with the experimental results1. V DE0 Κn G x DE DE 0 FIG. 2. (color online) a) Illustration of quantized energy re- laxationaspolaritonspropagatedownthepump-inducedpo- tential, V(x). b) Sketch of the incoming (proportional to κn¯(x,t))andoutgoingrates(Γ)forthelowerenergymodein a relaxation step, as a function of the energy difference with a higher energy mode. To confirm the necessary role of energy relaxation in the generation of a series of condensate modes at dis- creteenergies,werepeatedourcalculationssettingκ=0. Fig.3showsthatinthiscaseallpolaritonscondenseinto a single energy mode determined mostly by V(x=0). FIG. 1. (color online) For excitation in the wire center, the energydistributionofcondensedpolaritonsinreal(right)and momentum(left) spaceisshown forincreasingpumppowers. Thewhitecurvesshowthebarepolaritondispersiongivenby Eq. (10) in momentum space (left) and the effective polari- ton potential, V(x), in real space (right). In each plot the intensityisscaledtothemaximumintensityandplottedwith a logarithmic color scale. The data were convoluted with a small spectral linewidth (δ = 0.02meV) to account for the finitespectral resolution in the experiment. Theenergyrelaxationintroducesagainmechanismfor thelowerenergypolaritonstatesandonecanimaginethe FIG. 3. (color online) Same as the bottom panels of Fig. 1 relaxation of polaritons as they travel down the pump- with κ=0. inducedpotential,asillustratedinFig.2a. Therateofre- laxationbetweenanytwomodesisanincreasingfunction of their energy difference, ∆E, to lowestorder according to Eq. (4), as illustrated by the blue (dark-grey) line in B. Excitation near wire edge Fig. 2b. For the formation of the condensate to occur in a lower energy mode, in the steady state, the gain must The case of excitation near the wire edge is shown in exactlybalancethelossesinthe process. Inotherwords, Fig. 4. The same phenomenology as in the case of exci- theincomingrateduetothisrelaxationmustbalancethe tation at the wire center can be identified; condensation outgoing rate, which is mostly due to radiative decay, il- at a blueshifted energy and energy relaxation at higher lustrated by the green (light-grey) line in Fig. 2b. The intensities. However, one can now observe the striking balance occurs at the energy ∆E and relaxationis only appearance of harmonic modes due to a potential trap 0 expected to appear between modes separated at this en- formedbetweenthewireedgeandthepump-inducedpo- ergy. The further outwardpropagationof polaritons can tential, V(x). This feature is in close agreement with allow a cascade effect in which polaritons relax in units the experimental results1. The positioning of the optical of∆E intoaseriesoflevels(Fig.2a). Astherateispro- pump near the wire edge introduces a strong asymme- 0 portional to κn¯(x,t) and to the energy step, the modes try between relaxation on the two sides of the pump. It are roughly equally spaced in energy if we assume that is observed theoretically and experimentally that relax- thedensityintheinitialmodeisapproximatelythesame ation is more effective when polaritons interact with the forallrelaxationsteps. ThedatabyWertzetal. support wire edge. this. We note that our model is limited in its quantitative 5 duces the experimental character. IV. CONCLUSIONS Wehavepresentedatheoreticalformalismthatmodels both the condensation process, as polaritons relax from high-energyhot-excitonstatesintothecondensedpolari- tonfield,aswellasfurtherenergyrelaxationtakingplace within the condensate itself as polaritons interact with excitonsandphonons. Thetheorygoesbeyondthe stan- dardGross-Pitaevskiitheories,whichdonotdescribethe condensationprocessorenergyrelaxation,andtheBoltz- mannrateequations,whichdonotallowadescriptionof coherence,interference or the structure of modes in con- fined systems. We applied the formalism to the recent experiment of Wertz1 et al. This experiment uncovered a number of remarkableeffectsinthephysicsofnonequilibriumBose- Einsteincondensationinconfinedsystems. Thepresence of optically induced potentials changes the modal distri- FIG. 4. (color online) Same as in Fig. 1 for excitation near bution in the system. Condensation initiates strongest thewire edge. locally,atthe positionof the opticalpumping. However, the dispersion of polaritons and their further relaxation allows lower energy modes to host the condensate in a description of the power dependence. Particularly near spatially dependent way. Our model reproduces well the the wire edge, higher pump powers were required exper- experimental findings. In particular it explains the puz- imentally to observe the same effects. Our energy re- zling feature ofdiscrete energymodes of the condensate, laxation model assumes that the relaxation rate is pro- observed experimentally. The excitation of this mode portionalto the condensed polariton population and the ladder is naturally attributed to the energy relaxation energy difference in a relaxation process. In reality, we mechanism within the condensate. A selection rule in expecttheratetoalsodependonthetotalexcitonpopu- the energy relaxationsteps is determined by the balance lationandnottobe suchasimple functionofthe energy between gain and loss for the final energy mode of the difference. The study of these issues is beyond the scope relaxation process. In the case of excitation at the wire of our work; it would require further experimental char- edge,the narrowlaser-inducedtrapcreates a clear setof acterization and a microscopic model of the polariton- harmonic modes. reservoir kinetics. Although we also neglected exciton We aknowledge enlightening discussions with J. Keel- diffusion, intrinsic reservoir dynamics and nonlinear loss ingandA.Kavokin. ThisworkwassupportedbyNCCR mechanisms,webelievethatourmodelcapturesthemost QuantumPhotonics(NCCRQP),researchinstrumentof important elements of the physics involved and repro- the Swiss National Science Foundation (SNSF). 1 EWertz,LFerrier,DSolnyshkov,RJohne,DSanvitto,A 9 JKasprzak,MRichard,SKundermann,ABaas, PJeam- Lemaˆıtre,ISagnes,RGrousson,AVKavokin,PSenellart, brun, J M J Keeling, F M Marchetti, M H Szyman´ska, R G Malpuech, & J Bloch, NaturePhys., 6, 860 (2010). 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