Pith. sign in

REVIEW 3 major objections 4 minor 40 references

Observation of \sigma-\pi coupling and mode selection in optically trapped artificial polariton molecules

T0 review · 3 major / 4 minor · reviewed 2026-08-05 · deepseek-v4-flash

Pith's one-line read Two optically trapped polariton condensates in their p-state manifold lock into four phase configurations whose symmetries match sigma and pi molecular bonds, with the selected state controlled by trap separation.

desk verdict Solid experimental demonstration of sigma/pi-like bonding in trapped polariton p-states; the main caveat is the lack of phase-resolved data, but the authors' low-power regime and distinct intensity patterns keep the classification credible. read the letter →

arxiv 2508.04909 v1 pith:PLLJ2KLZ submitted 2025-08-06 cond-mat.mes-hall cond-mat.quant-gasphysics.optics

classification cond-mat.mes-hallcond-mat.quant-gasphysics.optics
keywords exciton-polaritoncondensatesopticallytrappedpolaritonsp-statemanifoldartificialpolaritonmoleculessigma-pibondinganalogiesmodeselectiondriven-dissipativesynchronizationmean-fieldsimulations
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

This paper reports that two optically trapped exciton-polariton condensates, each occupying the first excited p-state of its annular trap, can lock into four distinct phase configurations whose spatial symmetries match the sigma and pi bonds of a two-dimensional diatomic molecule. Which configuration appears is controlled by the distance between the traps, because the extended state that best overlaps the shared gain landscape wins the mode competition. The same mechanism organizes three coupled condensates into sigma-like, Y-bonded, and annular-vortex patterns, and resizing one trap switches the coupled orbital channels between s, p, and d states. Because the photoluminescence directly reveals the amplitude and phase patterns, the platform offers a direct optical readout of a synthetic bonding geometry. If correct, it turns a reconfigurable laser-written potential into a tabletop simulator of molecular orbital coupling.

What carries the argument

The load-bearing object is the p-state manifold of each trap: two degenerate dipole orbitals whose superposition is a point on a two-state pseudospin sphere. Four coupled configurations are defined by mirror symmetry in Eq. (2): A and B are in-phase/anti-phase dipoles aligned along the inter-trap axis (sigma-like), and C and D are the corresponding states with dipoles perpendicular to the axis (pi-like). The coupling mechanism is ballistic propagation between dissipative optical traps, with the condensates competing for the shared reservoir gain; the mean-field model of the coupled condensates supplies the fixed-point states whose density and phase match the experiment.

What would settle it

A power-resolved interferometric measurement of the two-trap emission would settle it: if the reconstructed relative phase at the reported separations shows a circulating winding or an annular density instead of one of the four mirror-symmetric A-D patterns, the sigma/pi classification is not unique. A second test is sweeping the pump power through the claimed stability window (P_th < P < 1.25 P_th) and checking that the A-D sequence appears and disappears exactly as the stability analysis predicts.

Watch

Extended reading notes

Core claim

At low pump powers (below about 1.6 P_th) a single trap's condensate occupies the p-state manifold, two degenerate dipole orbitals, which the paper represents as a two-state pseudospin. Two coupled traps separated by 22.9, 23.8, 26.7, and 27.7 µm display four emission patterns, labelled A-D, corresponding respectively to in-phase and anti-phase combinations of dipoles aligned parallel or perpendicular to the inter-trap axis. The paper calls the parallel, in-phase/anti-phase pairs sigma-bonded and the perpendicular pairs pi-bonded. Numerical mean-field simulations reproduce the measured densities and phases at the same separations, and stability analysis shows sigma configurations alternating

Load-bearing premise

The sigma/pi assignment assumes each condensate stays in a clean dipole-like p-state across the pump powers used, with no appreciable vortex or annular contribution; the authors note that noise and disorder smear the dipole and that higher power drives the condensate into an annular state.

Editorial extensions

If this is right

  • Trap separation becomes a deterministic selector of bonding configuration: sigma-bonded states alternate in stability windows as distance grows, while pi-bonded states appear only beyond a critical separation.
  • The p-state coupling extends from two to three traps, yielding sigma-like, Y-bonded, and annular-vortex configurations, so larger artificial molecules are within reach of the same platform.
  • Changing the size of one trap changes its mode ladder and thereby selects which orbital channels couple, giving a reconfigurable mode-selection knob for the artificial molecule.
  • The bond symmetry is read out directly from the real-space photoluminescence pattern, so no separate phase measurement is needed to identify the synthetic bond.
  • Numerical mean-field solutions reproduce the observed patterns, indicating the states are fixed points of the gain-driven coupled-condensate dynamics rather than transient artifacts.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • This design could be extended to chains or rings of traps to emulate nearest-neighbour molecular-orbital models, where the sigma/pi distinction becomes a controllable parameter rather than a chemical property.
  • The trap-size mode switch suggests a route to polaritonic devices in which information is encoded in which orbital pair is resonant; a natural next step is measuring the energy splitting between the sigma and pi configurations to quantify the coupling strength directly.
  • Because the p-state dipole survives only in the low-power window, scaling the platform to room-temperature or higher-density operation would require suppressing the competing annular/vortex channel, for example by shaping the trap or the pump.
  • The analogy to chemical bonds is based on spatial symmetry; the paper does not claim quantum-mechanical exchange, so the transferability to real chemistry should be read as structural rather than dynamical.
Share X Bluesky LinkedIn Reddit HN

Signed reviews

No signed human review yet.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, and a circularity audit.

Referee Report

3 major / 4 minor

Summary. The manuscript reports experiments on optically trapped exciton-polariton condensates occupying the first excited p-state manifold, coupled through the dissipative and ballistic tails of the optical traps. For two traps it identifies four phase-locked configurations (states A-D, Eq. 2) as a function of trap separation and interprets them as two-dimensional analogues of sigma and pi molecular bonds. It extends the study to three equilateral traps, reporting orientation, bonding, and vortex/annular regimes as the inter-trap distance is varied. A final experiment changes the size of one trap to tune its emission energy relative to the other, demonstrating s-p and s-d resonant coupling and mode selection. Mean-field simulations using a generalized Gross-Pitaevskii equation reproduce the observed patterns for the two- and three-trap geometries, and stability of the four states is examined numerically.

Significance. If the four-state identification is secure, this is a useful contribution to the growing effort to use trapped polariton condensates as reconfigurable simulators of orbital and molecular physics. The experiments exploit the annular optical trap geometry and show a genuinely rich phenomenology of p-state coupling, including separation-dependent switching between bonding configurations and a single-trap-size control of the coupled orbital. The paper's strengths include direct real-space PL imaging over a systematic range of separations, a clear analogy to molecular orbital theory, and an accompanying mean-field model that reproduces the qualitative pattern sequence. The reported stability analysis of the A-D states is a positive feature. However, as detailed below, the central sigma/pi assignment rests on the assumption of pure p-state occupation, and the manuscript does not yet provide the phase-resolved or statistical evidence needed to make that assignment unambiguous.

major comments (3)
  1. [Eq. (2) and Figs. 2(a-d), 3(b-d)] The central identification of the observed patterns with the sigma/pi states of Eq. (2) assumes that each condensate resides in a pure dipole-like p-state. The measurements shown are time-integrated photoluminescence only. The text itself notes (around Fig. 2, with ref. [47]) that 'noise and disorder lead to smearing of the PL and possible triggering of the condensate into circulating currents, which make the condensate more annular rather than dipole-shaped,' and that the vortex state 'becomes pronounced when the pump power is increased over a certain threshold value.' Time-integrated intensity alone is insensitive to the relative phase within the p-manifold and cannot distinguish a pure p-state from a superposition or mixture involving l=±1 vortex components. Consequently, the assignment of states A-D to the specific sigma/pi configurations is underdetermined unless the p-state weight
  2. [Fig. 4(b) and mode-selection claim] The mode-selection result, highlighted in the title and abstract, rests on Fig. 4(b), which plots the s-state emission intensity of one trap as a function of its size. No error bars, number of repeated scans, or statistical measure are given, and the resonances are identified only by comparison with the energy levels in Fig. 4(a). Without uncertainty quantification, the claim that 'when the emission energy is matched to the energy levels of T1, the emission intensity increases' is not quantitatively supported. At minimum, the authors should show repeated measurements or a statistical summary; if the curve is a single representative trace, this should be stated and the claim tempered accordingly.
  3. [Methods and Supplementary S2.A/S2.B] The mean-field simulations are presented as reproducing the experimental patterns, but the parameter set is not auditable from the manuscript text. No explicit values are given for the polariton mass, interaction strengths, decay and reservoir rates, trap potential profile, or the pump power ratio P/P_thr used in each simulated panel. The stability discussion in S2.A and the vortex/disorder discussion in S2.B would be much more compelling if the parameters were fixed a priori from independent measurements (for example, single-trap spectra and threshold data) rather than chosen to produce the desired sequence. Please add a parameter table and state explicitly which parameters, if any, were varied to match the different panels.
minor comments (4)
  1. [Fig. 3 text] The sentence describing Figs. 3(b-d) appears to assign both a pi-bonded configuration and an in-phase vortex/annular pattern to Fig. 3(d). The figure caption instead indicates that panel (d) is the annular case. Please correct the cross-reference and clarify which panel corresponds to the pi-bonded configuration.
  2. [Eq. (2)] The notation for the four states is not defined carefully: the left/right condensate labels and the in-phase/anti-phase signs are introduced verbally but would benefit from an explicit definition of the coordinate axes and the relative sign convention, especially since the same symbols are later used for sigma/pi classification.
  3. [Abstract/title] The Greek symbols sigma and pi in the title and abstract appear as garbled characters in the submitted text; please ensure the final typeset version renders them correctly.
  4. [References] Several references have incomplete bibliographic data (e.g., ref. [19] lacks a volume number, and refs. [42] and [45] could use page/article numbers). Please check the reference list against the journal style.

Circularity Check

0 steps flagged · score 0.0 of 10

No significant circularity: the sigma/pi classification and distance-controlled mode selection rest on independent experimental imaging and standard mean-field simulations.

full rationale

The paper's central claim that two (and three) optically trapped p-state polariton condensates form the phase-locked configurations A-D of Eq. (2) whose selection depends on trap separation is an experimental identification supported by 2D generalized Gross-Pitaevskii simulations. Equation (2) is an explicit ansatz/classification of mirror-symmetric p-manifold states, not a quantity fitted from the data; the experimental patterns in Figs. 2(a-d) are assigned to it by their spatial structure. No equation in the visible text reduces to a fitted constant, and no parameter is shown to be extracted from the target patterns. The mean-field simulations are standard driven-dissipative GPE fixed-point solutions at similar distances and are used to reproduce, not to infer, the observed states. I examined the self-citations: [20] is cited for the expected alternating stability of sigma-bonded configurations and for prior study of p-state coupling, but the paper also reports its own stability simulations; [40] supports the pump-power dependence of dipole versus annular condensates; and [45] is background on s-state synchronization. These are corroborative prior work, not the sole load-bearing evidence. The passage admitting that 'noise and disorder lead to smearing of the PL and possible triggering of the condensate into circulating currents' is a limitation on the purity of the p-state assignment, but it is an underdetermination/robustness concern, not a circular step: the classification is not redefined after the fact to match the data. Overall, the derivation chain is self-contained against the external benchmarks (measured PL and the known GPE model), so no circularity is found.

Assumptions & free parameters 4 free parameters · 4 assumptions · 0 invented entities

The paper depends on standard polariton-condensate modeling parameters and on the two-level p-state projection; no new entities are introduced. The main unquantified inputs are the simulation parameters, which could not be audited from the extracted text.

free parameters (4)
  • pump power ratio P/P_thr = kept below 1.25 P_thr for p-state dominance
    The regime of p-state condensation is selected by pump power; higher powers favor s-state (Fig. 1b).
  • trap separation d = 22.9, 23.8, 26.7, 27.7 um for states A-D
    Separation controls coupling; values chosen to match the four configurations.
  • mean-field model parameters (m, alpha, gamma, reservoir rates, trap potential) = not stated in extracted text
    The generalized Gross-Pitaevskii simulations reproducing the patterns require material and pump parameters; without the methods section we cannot tell if they are independently measured or fitted to the data.
  • trap size of T1 = varied to tune s-state energy
    Mode selection is achieved by changing the size of one trap; the mapping from size to energy is calibrated in Fig. 4a.
assumptions (4)
  • domain assumption Driven-dissipative Gross-Pitaevskii (complex Ginzburg-Landau) equation describes the polariton condensate dynamics.
    Used in Methods to simulate the observed patterns; standard in the field.
  • domain assumption Each trap's p-state manifold is a degenerate two-level system; higher-order modes are negligible in the reported power range.
    The Bloch-sphere description and Eq. (2) rely on this projection.
  • domain assumption The coupling between traps is mediated by ballistic propagating polaritons and yields phase-locking that maximizes constructive interference.
    Used to explain synchronization and mode competition.
  • standard math The four symmetry classes in Eq. (2) capture all relevant coupled states under mirror symmetry.
    Group-theoretic classification of two-dipole configurations.

how reviews work

0 comments
Cite this review

Pith. "Pith review of Observation of \sigma-\pi coupling and mode selection in optically trapped artificial polariton molecules." pith.science (2026). https://pith.science/paper/PLLJ2KLZ

@misc{pith2026250804909,
  author       = {Pith},
  title        = {Pith review of: Observation of \sigma-\pi coupling and mode selection in optically trapped artificial polariton molecules},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/PLLJ2KLZ}},
  note         = {Machine review of arXiv:2508.04909}
}
abstract

Microcavity exciton-polariton condensates under additional transverse confinement constitute a flexible optical platform to study the coupling mechanism between confined nonequilibrium and nonlinear states of matter. Driven far from equilibrium, polariton condensates can display spontaneous synchronization and instabilities depending on excitation and material parameters, showcasing emergent and intricate interference patterns based on mode competition over mutual gain landscapes. Here, we explore this coupling mechanism between polariton condensates populating the first excited ${\it p}$-state manifold of coupled optically trapped condensates and show a rich structure of patterns based on excitation parameters. The optical reconfigurability of the laser excitation patterns enables the creation of an annular-shaped beam to confine polaritons in a tailored trapping potential, whilst the dissipative nature of the optical traps enables effective interaction with neighboring condensates. Our results underpin the potential role of polariton condensates in exploring and simulating $\sigma$ and $\pi$ molecular bonding mechanisms between artificial two-dimensional diatomic orbitals and beyond.

Discussion (0). Continue with ORCID to comment.

Reference graph

Works this paper leans on

40 extracted references · 40 canonical work pages

  1. [20]

    Optically controlled polariton condensate molecules,

    E. D. Cherotchenko, H. Sigurdsson, A. Askitopoulos, and A. V . Nalitov, “Optically controlled polariton condensate molecules,” Phys. Rev. B ���, 115309 (2021)

  2. [47]

    All-optical quantum fluid spin beam splitter,

    A. Askitopoulos, A. V . Nalitov, E. S. Sedov,et al., “All-optical quantum fluid spin beam splitter,” Phys. Rev. B ��, 235303 (2018)

  3. [1]

    Observation of \sigma-\pi coupling and mode selection in optically trapped artificial polariton molecules

    Introduction Analogue simulation over interatomic interactions can provide crucial insight into complex physics ranging from chemical reactions, buildup and decay of correlations, dynamical processes, etc., that are beyond the reach of classical computing strategies. Quantum computing platforms offer a clear advantage in simulating many-body physics [ 1] b...

  4. [17]

    Robust platform for engineering pure-quantum-state transitions in polariton condensates,

    A. Askitopoulos, T. C. H. Liew, H. Ohadi, et al., “Robust platform for engineering pure-quantum-state transitions in polariton condensates,” Phys. Rev. B ��, 035305 (2015)

  5. [18]

    Effect of optically induced potential on the energy of trapped exciton polaritons below the condensation threshold,

    M. Pieczarka, M. Boozarjmehr, E. Estrecho, et al., “Effect of optically induced potential on the energy of trapped exciton polaritons below the condensation threshold,” Phys. Rev. B ���, 085301 (2019)

  6. [19]

    Occupancy-driven zeeman suppression and inversion in trapped polariton condensates,

    K. Sawicki, D. Dovzhenko, Y . Wang,et al., “Occupancy-driven zeeman suppression and inversion in trapped polariton condensates,” Phys. Rev. B ���, 125307

  7. [21]

    Artificial polariton molecules,

    A. Johnston, K. P . Kalinin, and N. G. Berloff, “Artificial polariton molecules,” Phys. Rev. B ���, L060507 (2021)

  8. [22]

    Quantum fluids of light,

    I. Carusotto and C. Ciuti, “Quantum fluids of light,” Rev. Mod. Phys. ��, 299–366 (2013)

Show all 40 references
  1. [23]

    N. Y . Kim and Y . Y amamoto,Exciton-Polariton Quantum Simulators (Springer International Publishing, Cham, 2017), pp. 91–121

  2. [24]

    Exciton-polaritons in lattices: A non-linear photonic simulator,

    A. Amo and J. Bloch, “Exciton-polaritons in lattices: A non-linear photonic simulator,” Comptes Rendus. Physique ��, 934–945 (2016)

  3. [25]

    Realizing the classical xy hamiltonian in polariton simulators,

    N. G. Berloff, M. Silva, K. Kalinin, et al., “Realizing the classical xy hamiltonian in polariton simulators,” Nat. Mater. ��, 1120–1126 (2017)

  4. [26]

    Halide perovskites enable polaritonic xy spin hamiltonian at room temperature,

    R. Tao, K. Peng, L. Haeberlé, et al., “Halide perovskites enable polaritonic xy spin hamiltonian at room temperature,” Nat. Mater. ��, 761–766 (2022)

  5. [27]

    Antiferromagnetic ising model in a triangular vortex lattice of quantum fluids of light,

    S. Alyatkin, C. Milián, Y . V . Kartashov,et al., “Antiferromagnetic ising model in a triangular vortex lattice of quantum fluids of light,” Sci. Adv. ��, eadj1589 (2024)

  6. [28]

    Exciton-polariton topological insulator,

    S. Klembt, T. H. Harder, O. A. Egorov, et al., “Exciton-polariton topological insulator,” Nature ���, 552–556 (2018)

  7. [29]

    Experimental investigation of a non-abelian gauge field in 2d perovskite photonic platform,

    L. Polimeno, A. Fieramosca, G. Lerario, et al. , “Experimental investigation of a non-abelian gauge field in 2d perovskite photonic platform,” Optica �, 1442–1447 (2021)

  8. [30]

    Reconfigurable photon localization by coherent drive and dissipation in photonic lattices,

    O. Jamadi, B. Real, K. Sawicki, et al., “Reconfigurable photon localization by coherent drive and dissipation in photonic lattices,” Optica �, 706–712 (2022)

  9. [31]

    Non-reciprocal band structures in an exciton–polariton floquet optical lattice,

    Y . del Valle Inclan Redondo, X. Xu, T. C. H. Liew,et al., “Non-reciprocal band structures in an exciton–polariton floquet optical lattice,” Nat. Photonics ��, 548–553 (2024)

  10. [32]

    Coupled counterrotating polariton condensates in optically defined annular potentials,

    A. Dreismann, P . Cristofolini, R. Balili, et al., “Coupled counterrotating polariton condensates in optically defined annular potentials,” Proc. Natl. Acad. Sci. ���, 8770–8775 (2014)

  11. [33]

    Stable switching among high-order modes in polariton condensates,

    Y . Sun, Y . Y oon, S. Khan,et al., “Stable switching among high-order modes in polariton condensates,” Phys. Rev. B ��, 045303 (2018)

  12. [34]

    Lotka-volterra population dynamics in coherent and tunable oscillators of trapped polariton condensates,

    J. D. Töpfer, H. Sigurdsson, S. Alyatkin, and P . G. Lagoudakis, “Lotka-volterra population dynamics in coherent and tunable oscillators of trapped polariton condensates,” Phys. Rev. B ���, 195428 (2020)

  13. [35]

    Spontaneous formation of time-periodic vortex cluster in nonlinear fluids of light,

    K. A. Sitnik, S. Alyatkin, J. D. Töpfer, et al., “Spontaneous formation of time-periodic vortex cluster in nonlinear fluids of light,” Phys. Rev. Lett. ���, 237402 (2022)

  14. [36]

    Crossover from exciton-polariton condensation to photon lasing in an optical trap,

    M. Pieczarka, D. Biegańska, C. Schneider, et al., “Crossover from exciton-polariton condensation to photon lasing in an optical trap,” Opt. Express ��, 17070 (2022)

  15. [37]

    Spatial quantization of exciton-polariton condensates in optically induced traps,

    E. Aladinskaia, R. Cherbunin, E. Sedov, et al., “Spatial quantization of exciton-polariton condensates in optically induced traps,” Phys. Rev. B ���, 045302 (2023)

  16. [38]

    Stochastic circular persistent currents of exciton polaritons,

    J. Barrat, R. Cherbunin, E. Sedov, et al., “Stochastic circular persistent currents of exciton polaritons,” Sci. Reports ��, 12953 (2024)

  17. [39]

    Optically trapped exciton-polariton condensates in a perovskite microcavity,

    M. Zaremba, M. Kędziora, L. Stańco, et al. , “Optically trapped exciton-polariton condensates in a perovskite microcavity,” Adv. Opt. Mater. (2025)

  18. [40]

    Optically trapped polariton condensates as semiclassical time crystals,

    A. V . Nalitov, H. Sigurdsson, S. Morina, et al. , “Optically trapped polariton condensates as semiclassical time crystals,” Phys. Rev. A ��, 033830 (2019)

  19. [41]

    Nonequilibrium polariton condensation in biannular optically induced traps,

    A. K. Bochin and A. V . Nalitov, “Nonequilibrium polariton condensation in biannular optically induced traps,” Opt. Mater. Express ��, 295 (2023)

  20. [42]

    Reconfigurable quantum fluid molecules of bound states in the continuum,

    A. Gianfrate, H. Sigurðsson, V . Ardizzone, et al., “Reconfigurable quantum fluid molecules of bound states in the continuum,” Nat. Phys. ��, 61–67 (2024)

  21. [43]

    Polariton condensation in a strain-compensated planar microcavity with ingaas quantum wells,

    P . Cilibrizzi, A. Askitopoulos, M. Silva, et al., “Polariton condensation in a strain-compensated planar microcavity with ingaas quantum wells,” Appl. Phys. Lett. ���, 191118 (2014)

  22. [44]

    Competing role of interactions in synchronisation of exciton–polariton condensates,

    S. A. Khan and H. E. Türeci, “Competing role of interactions in synchronisation of exciton–polariton condensates,” New J. Phys. ��, 105008 (2017)

  23. [45]

    Synchronization in optically trapped polariton stuart-landau networks,

    S. L. Harrison, H. Sigurdsson, and P . G. Lagoudakis, “Synchronization in optically trapped polariton stuart-landau networks,” Phys. Rev. B ���, 155402 (2020)

  24. [46]

    Nontrivial phase coupling in polariton multiplets,

    H. Ohadi, R. L. Gregory, T. Freegarde, et al., “Nontrivial phase coupling in polariton multiplets,” Phys. Rev. X �, 031032 (2016)

  25. [48]

    Creation of orbital angular momentum states with chiral polaritonic lenses,

    R. Dall, M. D. Fraser, A. S. Desyatnikov, et al., “Creation of orbital angular momentum states with chiral polaritonic lenses,” Phys. Rev. Lett. ���, 200404 (2014)

  26. [49]

    Direct transfer of light’s orbital angular momentum onto a nonresonantly excited polariton superfluid,

    M.-S. Kwon, B. Y . Oh, S.-H. Gong, et al., “Direct transfer of light’s orbital angular momentum onto a nonresonantly excited polariton superfluid,” Phys. Rev. Lett. ���, 045302 (2019)

  27. [50]

    Quantum vortex formation in the “rotating bucket

    I. Gnusov, S. Harrison, S. Alyatkin, et al., “Quantum vortex formation in the “rotating bucket” experiment with polariton condensates,” Sci. Adv. � (2023)

  28. [51]

    Optically driven rotation of exciton–polariton condensates,

    Y . del Valle-Inclan Redondo, C. Schneider, S. Klembt, et al. , “Optically driven rotation of exciton–polariton condensates,” Nano Lett. ��, 4564–4571 (2023)

  29. [52]

    Realization of all-optical vortex switching in exciton-polariton condensates,

    X. Ma, B. Berger, M. Aßmann, et al., “Realization of all-optical vortex switching in exciton-polariton condensates,” Nat. Commun. �� (2020)

  30. [53]

    Persistent, controllable circulation of a polariton ring condensate,

    Q. Y ao, P . Comaron, H. A. Alnatah,et al., “Persistent, controllable circulation of a polariton ring condensate,” (2025)

  31. [54]

    Synchronization crossover of polariton condensates in weakly disordered lattices,

    H. Ohadi, Y . del Valle-Inclan Redondo, A. J. Ramsay, et al., “Synchronization crossover of polariton condensates in weakly disordered lattices,” Phys. Rev. B ��, 195109 (2018)

  32. [55]

    A fourier neural operator approach for modelling exciton-polariton condensate systems,

    Y . Wang, S. T. Sathujoda, K. Sawicki,et al., “A fourier neural operator approach for modelling exciton-polariton condensate systems,” (2025). ����������� �� ��� �������� ��� ���� ��������� �� ��������� ������� ��������� ��������� ���������� ������������ �������� ��� ������ ��...

Pith tools

Reviewed August 5, 2026 · model on record in the stance chip above.