We propose a new perspective on turbulence using information theory. We compute the entropy rate of a turbulent velocity signal and we particularly focus on its dependence on the scale. We first report how the entropy rate is able to describe the distribution of information amongst scales, and how one can use it to isolate the injection, inertial and dissipative ranges, in perfect agreement with the Batchelor model and with a fractional Brownian motion (fBM) model. We provide analytical derivations of the entropy rate scalings in these two models. In a second stage, we design a conditioning procedure in order to finely probe the asymmetries in the statistics that are responsible for the energy cascade. Our approach is very generic and can b...
Turbulence is a complex system. Information theory, and the more recently developed computational me...
An analysis of fully developed turbulence is developed based on the assumption that the underlying s...
A theoretical formula for the probability density function (PDF) of velocity derivatives in a fully...
International audienceWe propose a new perspective on Turbulence using Information Theory. We comput...
International audienceWe propose a new perspective on Turbulence using Information Theory. We comput...
How weak is the weak turbulence? Here, we analyze turbulence of weakly interacting waves using the t...
Turbulence is a complex system. Information theory, and the more recently developed computational me...
Turbulence is a complex system. Information theory, and the more recently developed computational me...
For generic systems exhibiting power law behaviors, and hence multiscale dependencies, we propose a ...
For generic systems exhibiting power law behaviors, and hence multiscale dependencies, we propose a ...
We show that the methods permutation entropy and complexity analysis can be extended to a more robus...
We propose a new methodology to understand a stochastic process from the perspective of information ...
We introduce an index based on information theory to quantify the stationarity of a stochastic proce...
Never is the difference between thermal equilibrium and turbulence so dramatic, as when a quadratic ...
Complex nonlinear turbulent dynamical systems are ubiquitous in many areas. Quantifying the model er...
Turbulence is a complex system. Information theory, and the more recently developed computational me...
An analysis of fully developed turbulence is developed based on the assumption that the underlying s...
A theoretical formula for the probability density function (PDF) of velocity derivatives in a fully...
International audienceWe propose a new perspective on Turbulence using Information Theory. We comput...
International audienceWe propose a new perspective on Turbulence using Information Theory. We comput...
How weak is the weak turbulence? Here, we analyze turbulence of weakly interacting waves using the t...
Turbulence is a complex system. Information theory, and the more recently developed computational me...
Turbulence is a complex system. Information theory, and the more recently developed computational me...
For generic systems exhibiting power law behaviors, and hence multiscale dependencies, we propose a ...
For generic systems exhibiting power law behaviors, and hence multiscale dependencies, we propose a ...
We show that the methods permutation entropy and complexity analysis can be extended to a more robus...
We propose a new methodology to understand a stochastic process from the perspective of information ...
We introduce an index based on information theory to quantify the stationarity of a stochastic proce...
Never is the difference between thermal equilibrium and turbulence so dramatic, as when a quadratic ...
Complex nonlinear turbulent dynamical systems are ubiquitous in many areas. Quantifying the model er...
Turbulence is a complex system. Information theory, and the more recently developed computational me...
An analysis of fully developed turbulence is developed based on the assumption that the underlying s...
A theoretical formula for the probability density function (PDF) of velocity derivatives in a fully...