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    Scale-invariant suppression of backscatter by local dissipation: A direct DNS test of a coherence closure

    Jonah Y. C. Hsu*

    • Yunaverse, Inc., 533 East Girard Avenue, Philadelphia, Pennsylvania 19125, USA

    • *Contact author: ychsu@yunaverse.app

    Phys. Rev. Fluids 11, 114604 – Published 12 November, 2026

    DOI: https://doi.org/10.1103/yyc3-5wvq

    Abstract

    In Dynamic Closure Theory, the coarse-grained energy dissipation rate ɛr is equipped with a two-state coherence closure fraction C(ɛ)∈(0,1)—the fraction that is cascade committed (forward flux) at dissipation level ɛ—and its complementary open branch decays as a power law, 1−C(ɛ)∼(ɛ/ɛ0)−λ, with a singled-out, untuned default λ=1. Crucially, C is neither the dissipation density p(ɛ) nor a deterministic function of ɛ: we give it an operational meaning as the dissipation-conditioned backscatter fraction, 1−C(ɛ)=P(Πr<0∣ɛr=ɛ), with Πr the signed filtered interscale energy flux, so that by construction, the one-point ɛ-statistics carry no information about it. This observable is measured directly on three Johns Hopkins Turbulence Database forced isotropic fields: the 81923 simulation at Reλ≈1300 (five snapshots, six disjoint 5123 subvolumes, kmaxη≈1.9), its finely resolved Reλ=613 snapshot (kmaxη=5.3), and the 327683 simulation at Reλ≈2556 (kmaxη≈2.8), using Gaussian filter widths Δ/η≈4–100, together with a hierarchical (subvolume and spatial-block) bootstrap, a phase-randomized surrogate control, and controlled resolution-degradation experiments. All three datasets show the same directional association: the backscatter fraction falls monotonically with ɛr, from ≈12 (random flux sign) in quiescent regions to a few percent in the most intensely dissipating ones, and at fixed Reynolds number, the conditional curve is scale invariant—written in absolute units of ɛr, it collapses across filter widths, which is the sense the term carries throughout. The functional form, however, is not the one written down: the data display a plateau near 12 below 〈ɛ〉 that the logistic closure (which plateaus at unity) cannot capture, so the global fit rules out λ=1 at every scale, and at high Reynolds number, the curvature of the knee and the steepness of the tail emerge as separate exponents. The estimated upper-branch steepness varies across the three Reynolds-number datasets and is not consistent with a Reynolds-number-independent unit exponent. Across 20 disjoint subvolumes at Reλ=613 (each binned relative to its own mean), the upper branch (ɛr≥〈ɛ〉) has fitted steepness 0.48–0.74 (95% intervals excluding unity), with a wide between-region scatter; the four subvolumes of the full analysis lie in the steep half of that distribution, so once between-region variance is included, the default λ=1 is not supported. Before the physical size of the analysis units is matched, the Reλ=613 upper branch appears two or more times steeper than at the higher Reynolds numbers, where the fitted λ is 0.20–0.32 at Reλ≈2556, excluding both unity and zero, and −0.02–0.18 at Reλ≈1300. The steepness is, however, sensitive to the size of the region used to normalize ɛr (the analyzed cores span about 200η, 390η, and 560η in the three fields); after size matching, the remaining difference is only 10–20% and is not resolved by the present intervals, so the apparent Reynolds-number dependence of the tail steepness is dominated by analysis-unit size. Two resolution controls—degrading the resolved Reλ=613 field to the resolution of the Reλ≈1300 run, and low-passing the Reλ≈2556 field on its own grid—shift the upper-branch steepness by less than 0.1 when compared on the same subvolumes, so neither the missing dissipative-range modes nor the coarse-grid gradient error tested here reproduces the flatter branch at high Reynolds number on the subvolumes as analyzed. The steepness of the intense-dissipation branch thus depends on the scale of the region against which the dissipation is normalized and, beyond that, its Reynolds-number or inertial-range-width dependence is, at most, 10–20% within the sampled range, while the shoulder of the curve stays approximately unchanged across the three fields. A Q-criterion coherence proxy computed on the same fields shows no tail whatsoever (slope ≈0) since a positive-definite gradient invariant does not encode the flux sign and is not an interchangeable proxy for flux-direction occupancy. We explain why one-point dissipation statistics cannot test the closure, and we state precisely what the measurement does and does not establish.

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