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An intensity image shows where average light energy is concentrated, but it cannot always reveal how that energy flows. A 2026 preprint proposes recovering hidden flow patterns in partially coherent beams from correlations between spatial points. Separately, a peer-reviewed 2025 study reports that topological signatures in certain entangled orbital-angular-momentum states changed little under the specific noise conditions it modeled, including photon loss. These are related ideas, not one experiment: one describes classical beam transport, the other quantum-state topology.

Why an intensity image can miss how light moves

Intensity records the average optical energy at each position. It does not, by itself, specify the direction or pattern of transverse transport. As Martínez-Herrero and Sanz put it in their 2026 preprint, “The intensity fixes where the averaged optical energy is located, but not how it moves.”

For partially coherent light, the relevant description is the cross-spectral density (CSD), a complex-valued function that captures correlations between pairs of spatial points. Its diagonal—where the two points coincide—gives the intensity. Information away from that diagonal includes phase relationships that can encode transverse momentum and flow. Two beams can therefore share the same intensity image while having different underlying transport structure.

The distinction is not that the intensity image is wrong: it correctly shows the energy distribution. It is incomplete as a map of motion. The hidden information lies in spatial correlations that an intensity-only measurement does not display.

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How the proposed flow map works

In their 2026 arXiv preprint, Martínez-Herrero and Sanz formulate a generalized transverse flux from the CSD for quasi-monochromatic, partially coherent paraxial fields. They define an effective velocity by dividing that flux by intensity. Integrating the velocity field produces streamlines that represent the paths along which the model assigns optical energy flow.

These curves are energy-flow streamlines, not paths traced by material particles or individual photons. The authors characterize their topology using streamlines and measures including circulation, vorticity, and accumulated angular displacement. The method reduces to the familiar coherent-field picture in the single-mode limit.

The preprint proposes that such trajectories could, in principle, be reconstructed from measurements of the complex second-order coherence function. It does not establish a particular instrument or report a completed experimental demonstration of the example trajectories; those should be understood as analytical cases in a theoretical formulation.

Two beams can have the same intensity and different flow

The preprint illustrates why correlation information matters with two structured-light examples. In both, the flow pattern is not recoverable from intensity alone.

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Twisted Gaussian Schell-model beams

Here, the intensity can remain a circular Gaussian while the phase of the coherence function produces distributed rotation. The authors describe azimuthal velocity proportional to radius and nonzero vorticity. In other words, the energy distribution looks circular, but its transverse flow has rotational structure.

Laguerre–Christoffel–Darboux beams

Sources with identical intensity profiles can have different angular coherence structures. In the paper’s single-charge example, the streamlines spiral and circulation is nonzero. In its balanced opposite-charge example, azimuthal flux cancels and trajectories are radial. The contrast shows that matching intensity profiles do not guarantee matching flow topology.

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What “energy leaks away” means in the quantum-light result

Photon loss belongs to a separate line of evidence. De Mello Koch and colleagues’ peer-reviewed 2025 Nature Communications study examines topological structure in entangled orbital-angular-momentum (OAM) states and how the measured topological spectrum responds to noise. Photon loss is among the realistic noise sources the authors discuss; their analysis considers a noise model that degrades state purity.

For the states and noise cases studied, the authors report that the topological spectra remain largely unchanged relative to the initial experimental spectrum. They describe high-dimensional OAM-entangled-state analysis reaching 48-dimensional topological manifolds, with signatures of “beyond 17000 topological numbers.” Those figures refer to the study’s reported state analysis and topological signatures—not to thousands of devices or a general count of applications.

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This is evidence about particular entangled states, observables, and modeled noise conditions. It is not a guarantee that topology survives arbitrary loss, and it does not demonstrate photon-loss resilience in the partially coherent beam-flow examples above. The preprint and the Nature Communications study track different physical systems and different meanings of topology.

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How the two results differ

Question Partially coherent beam-flow preprint Entangled OAM-state study
Physical system Quasi-monochromatic partially coherent paraxial beams Entangled photons in orbital-angular-momentum states
Information being analyzed CSD correlations and a derived transverse flux and velocity field A reconstructed quantum-state topological spectrum
Meaning of topology Structure of energy-flow streamlines, with diagnostics such as circulation and vorticity Topological signatures associated with high-dimensional entangled states
Status of evidence 2026 preprint with a theoretical formulation and analytical beam examples 2025 peer-reviewed experimental report with analysis under specified modeled noise
What the loss result supports No photon-loss resilience claim established by this work Topological spectra changed little in the analyzed cases, including a noise model with photon loss

What these findings do—and do not—establish

  • Intensity is not a unique transport map. It gives the spatial distribution of average energy, while phase correlations between points can carry additional flow information.
  • Equal-looking beams may flow differently. The preprint’s spiral-versus-radial examples arise from different coherence structures despite matching intensity profiles.
  • Topology is not automatically immune to loss. The 2025 result is specific to the studied OAM-entangled states, topological spectra, and noise analysis.
  • There is no general loss percentage here. These sources do not establish how much optical energy is typically lost or how prevalent this effect is in deployed systems.

Taken together, the studies show why “where the light is” and “how its structure behaves” are different questions. A beam’s hidden transport can require coherence information to reveal, while a quantum state’s topological signatures can be tested for robustness under particular noise models. Neither result should be used as a blanket claim that all optical topology survives energy loss.

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