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A moving wave probe reveals a friction kernel hidden by phase averaging in turbulence

A moving wave probe reveals a friction kernel hidden by phase averaging in turbulence

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Authors

Guoqiang Liu, Maryam AlShehhi

Abstract

Coarse-graining routinely discards fluctuations whose one-time
mean vanishes, yet irreversible transport is controlled by
two-time correlations.
Here we introduce a moving-probe protocol that detects transport
channels hidden by this discard operation.
A prescribed wave-like carrier isolates a chosen bilinear
coupling in a stochastic bath.
Three falsifiable controls distinguish genuine Green--Kubo
signal from spurious response.
We apply the protocol to the stochastic vortex force, the
bilinear wave-vorticity coupling eliminated by classical phase
averaging in wave--current theory.
In Navier--Stokes isotropic turbulence at
$\mathrm{Re}_\lambda\approx433$, the probe yields a finite
friction kernel.
A phase-averaging surrogate suppresses it to the shuffled-noise
baseline, time shuffling destroys temporal memory, and a detuned
control reduces the signal by more than two orders of magnitude.
Trajectory sampling shows that probe motion shortens the
decorrelation time toward the independent-encounter limit.
The protocol demonstrates that coarse-graining can hide a real
transport channel and that an actively prescribed probe makes
the channel operationally measurable.

DOI

https://doi.org/10.31223/X54Z1P

Subjects

Fluid Dynamics, Physical Sciences and Mathematics

Keywords

wave-current interaction; turbulence; green-kubo relation

Dates

Published: 2026-04-16 17:03

Last Updated: 2026-04-16 17:03

License

CC BY Attribution 4.0 International

Additional Metadata

Conflict of interest statement:
None

Data Availability:
https://turbulence.idies.jhu.edu/home

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