Stochastic modeling of the dynamics of a fluid particle in isotropic turbulence

Rémi Zamansky (IMFT Toulouse)

It is well known that the fluid-particle acceleration is intimately related to the dissipation rate of turbulence, in line with the Kolmogorov assumptions. On the other hand, various experimental and numerical works have reported as well its dependence on the kinetic energy. In this talk, we discuss the statistics of the fluid-particle acceleration conditioned on both the local dissipation rate and the kinetic energy. We show that this quantity presents an exponential dependence on the kinetic energy, in addition to the expected power law behavior with the dissipation rate. The exponential growth, which clearly departs from the previous propositions, reflects the additive nature of the kinetic energy, and gives the possibility to see the acceleration as a multiplicative cascade process integrating the effects of sweeps by the flow structures along the fluid-particle trajectory. On the basis of this observation, we propose a stochastic model for the dynamics of a tracer in turbulent flows. Using the multifractal model for the dissipation rate recently proposed by L. Chevillard, as well as an additional hypothesis on the structure of the diffusion tensor ("maximum winding hypothesis"), we will show that this model is in good agreement with the DNS and presents the essential characteristics of the "Lagrangian turbulence" highlighted in recent years, namely (i) non-Gaussian PDF of acceleration, (ii) scale separation between the norms of the acceleration and its components, (iii) anomalous scaling law for the Lagrangian velocity spectra, and (iv) negative skewness of the power increments, reflecting the temporal irreversibility.

More details: https://hal.archives-ouvertes.fr/hal-03408311/