Universality of extreme events in turbulent flows
arXiv:2412.09801 · doi:10.1103/PhysRevFluids.10.L042601
Abstract
The universality of small scales, a cornerstone of turbulence, has been nominally confirmed for low-order mean-field statistics, such as the energy spectrum. However, small scales exhibit strong intermittency, exemplified by formation of extreme events which deviate anomalously from a mean-field description. Here, we investigate the universality of small scales by analyzing extreme events of velocity gradients in different turbulent flows, viz. direct numerical simulations (DNS) of homogeneous isotropic turbulence, inhomogeneous channel flow, and laboratory measurements in a von Karman mixing tank. We demonstrate that the scaling exponents of velocity gradient moments, as function of Reynolds number (), are universal, in agreement with previous studies at lower , and further show that even proportionality constants are universal when considering one moment order as a function of another. Additionally, by comparing various unconditional and conditional statistics across different flows, we demonstrate that the structure of the velocity gradient tensor is also universal. Overall, our findings provide compelling evidence that even extreme events are universal, with profound implications for turbulence theory and modeling.
8 pages, 5 figures
References in corpus (9)
- The multifractal nature of turbulent energy dissipation
- Forecasting small scale dynamics of fluid turbulence using deep neural networks
- Vorticity-strain rate dynamics and the smallest scales of turbulence
- Generation of intense dissipation in high Reynolds number turbulence
- Intermittency of turbulent velocity and scalar fields using 3D local averaging
- Saturation and multifractality of Lagrangian and Eulerian scaling exponents in 3D isotropic turbulence
- Lagrangian acceleration in fully developed turbulence and its Eulerian decompositions
- Role of pressure in generation of intense velocity gradients in turbulent flows
- Twisting vortex lines regularize Navier-Stokes turbulence