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2006 Articolo in rivista restricted access

Acceleration statistics of heavy particles in turbulence

Bec, J ; Biferale, L ; Boffetta, G ; Celani, A ; Cencini, M ; Lanotte, A ; Musacchio, S ; Toschi, F

We present the results of direct numerical simulations of heavy particle transport in homogeneous, isotropic, fully developed turbulence, up to resolution 512(3) (R-lambda approximate to 185). Following the trajectories of up to 120 million particles with Stokes numbers, St, in the range from 0.16 to 3.5 we are able to characterize in full detail the statistics of particle acceleration. We show that: (i) the root-mean-squared acceleration arms sharply falls off from the fluid tracer value at quite small Stokes numbers; (ii) at a given St the normalized acceleration a(rms)/(is an element of(3)/nu)(1/4) increases with R-lambda consistently with the trend observed for fluid tracers; (iii) the tails of the probability density function of the normalized acceleration a/a(rms) decrease with St. Two concurrent mechanisms lead to the above results: preferential concentration of particles, very effective at small St. and filtering induced by the particle response time, that takes over at larger St.

turbulence HOMOGENEOUS ISOTROPIC TURBULENCE INERTIAL PARTICLES PREFERENTIAL CONCENTRATION INTERMITTENT DISTRIBUTION
2006 Articolo in rivista restricted access

Dynamics and statistics of heavy particles in turbulent flows

Cencini, M ; Bec, ; Biferale, L. ; L ; Boffetta, G. ; Celani, A. ; Lanotte, AS ; Musacchio, S. ; Toschi, F.

We present the results of direct numerical simulations (DNS) of turbulent flows seeded with millions of passive inertial particles. The maximum Reynolds number is Re-lambda similar to 200. We consider particles much heavier than the carrier flow in the limit when the Stokes drag force dominates their dynamical evolution. We discuss both the transient and the stationary regimes. In the transient regime, we study the growth of inhomogeneities in the particle spatial distribution driven by the preferential concentration out of intense vortex filaments. In the stationary regime, we study the acceleration fluctuations as a function of the Stokes number in the range St is an element of [0.16 : 3.3]. We also compare our results with those of pure fluid tracers ( St = 0) and we find a critical behavior of inertia for small Stokes values. Starting from the pure monodisperse statistics we also characterize polydisperse suspensions with a given mean Stokes, (St) over bar.

FULLY-DEVELOPED TURBULENCE INERTIAL PARTICLES PREFERENTIAL CONCENTRATION
2005 Contributo in Atti di convegno metadata only access

The role of chaos for inert and reacting transport

We investigate passive transport of inert and reacting substances in fluid flows. As for inert transport we mainly focus on the Lagrangian properties. In particular, we study the single particle dynamics in order to investigate the conditions for observing standard or anomalous diffusion. This allows for understanding the large scale motion of the concentration field. As for reactive transport we discuss the asymptotic properties of the front propagation in the case of cellular flows. The goal is to investigate the front speed dependence on the stirring intensity. Moreover, we discuss front propagation in the geometrical optics limit, i.e., the limit of very fast reaction and sharp front. We shall also comment about the role of Lagrangian chaos on the propagation properties.

Chaos Mixing
2004 Contributo in Atti di convegno metadata only access

Inert and reactive transport

M Cencini ; D Vergni ; A Vulpiani
inert reactive transport
2004 Articolo in rivista open access

Anomalous scaling and universality in hydrodynamic systems with power-law forcing

Biferale L. ; Cencini M. ; Lanotte A. S. ; Sbragaglia M. ; Toschi F.

The problem of the interplay between normal and anomalous scaling in turbulent systems stirred by a random forcing with a power-law spectrum is addressed. We consider both linear and nonlinear systems. As for the linear case, we study passive scalars advected by a 2d velocity field in the inverse cascade regime. For the nonlinear case, we review a recent investigation of 3d Navier Stokes turbulence, and we present new quantitative results for shell models of turbulence. We show that to get firm statements, it is necessary to reach considerably high resolutions due to the presence of unavoidable subleading terms affecting all correlation functions. All findings support universality of anomalous scaling for the small-scale fluctuations.

2003 Articolo in rivista metadata only access

Inverse velocity statistics in two-dimensional turbulence

We present a numerical study of two-dimensional turbulent flows in the enstropy cascade regime, with different large-scale energy sinks. In particular, we study the statistics of more-than-differentiable velocity fluctuations by means of two sets of statistical estimators, namely inverse statistics and second-order differences. In this way, we are able to probe statistical fluctuations that are not captured by the usual spectral analysis. We show that a new set of exponents associated to more-than-differentiable fluctuations of the velocity field exists. We also present a numerical investigation of the temporal properties of u measured in different spatial locations. (C) 2003 American Institute of Physics.

2003 Articolo in rivista metadata only access

Thin front propagation in steady and unsteady cellular flows

Front propagation in two-dimensional steady and unsteady cellular flows is investigated in the limit of very fast reaction and sharp front, i.e., in the geometrical optics limit. For the steady flow, a simplified model allows for an analytical prediction of the front speed v(f) dependence on the stirring intensity U, which is in good agreement with numerical estimates. In particular, at large U, the behavior v(f)similar toU/log(U) is predicted. By adding small scales to the velocity field we found that their main effect is to renormalize the flow intensity. In the unsteady (time-periodic) flow, we found that the front speed locks to the flow frequency and that, despite the chaotic nature of the Lagrangian dynamics, the front evolution is chaotic only for a transient. Asymptotically the front evolves periodically and chaos manifests only in its spatially wrinkled structure. (C) 2003 American Institute of Physics.

2002 Articolo in rivista restricted access

Front speed enhancement in cellular flows

Abel, M ; Cencini, M ; Vergni, D ; Vulpiani, A

The problem of front propagation in a stirred medium is addressed in the case of cellular flows in three different regimes: slow reaction, fast reaction and geometrical optics limit. It is well known that a consequence of stirring is the enhancement of front speed with respect to the nonstirred case. By means of numerical simulations and theoretical arguments we describe the behavior of front speed as a function of the stirring intensity, U. For slow reaction, the front propagates with a speed proportional to U-1/4, conversely for fast reaction the front speed is proportional to U-3/4. In the geometrical optics limit, the front speed asymptotically behaves as U/ln U. (C) 2002 American Institute of Physics.

2001 Articolo in rivista restricted access

Inverse statistics of smooth signals: the case of two dimensional turbulence.

Biferale, L ; Cencini, M ; Lanotte, A ; Vergni, D ; Vulpiani, A

The problem of inverse statistics (statistics of distances for which the signal fluctuations are larger than a certain threshold) in differentiable signals with power law spectrum, E(k) approximately k(-alpha), 3< or =alpha<5, is discussed. We show that for these signals, with random phases, exit-distance moments follow a bifractal distribution. We also investigate two dimensional turbulent flows in the direct cascade regime, which display a more complex behavior. We give numerical evidences that the inverse statistics of 2D turbulent flows is described by a multifractal probability distribution; i.e., the statistics of laminar events is not simply captured by the exponent alpha characterizing the spectrum.

2000 Articolo in rivista restricted access

Exit-times and epsilon-entropy for dynamical systems, stochastic processes, and turbulence

Abel, M ; Biferale, L ; Cencini, M ; Falcioni, M ; Vergni, D ; Vulpiani, A

We present an investigation of epsilon -entropy, h(epsilon), in dynamical systems, stochastic processes and turbulence, This tool allows for a suitable characterization of dynamical behaviours arising in systems with many different scales of motion. Particular emphasis is put on a recently proposed approach to the calculation of the epsilon -entropy based on the exit-time statistics. The advantages of this method are demonstrated in examples of deterministic diffusive maps, intermittent maps, stochastic self- and multi-affine signals and experimental turbulent data. Concerning turbulence, the multifractal formalism applied to the exit-time statistics allows us to predict that h(epsilon) similar to epsilon (-3) for velocity-time measurement. This power law is independent of the presence of intermittency and has been confirmed by the experimental data analysis. Moreover, we show that the epsilon -entropy density of a three-dimensional velocity field is affected by the correlations induced by the sweeping of large scales. (C) 2000 Elsevier Science B.V. All rights reserved.

entropy coding theory turbulence multifractals
2000 Articolo in rivista restricted access

Exit-time approach to epsilon-entropy

Abel, M ; Biferale, L ; Cencini, M ; Falcioni, M ; Vergni, D ; Vulpiani, A

An efficient approach to the calculation of the E-entropy is proposed. The method is based on the idea of looking at the information content of a string nf data hv annalyzing the signal only nt thp instants when the fluctuations are larger than a certain threshold is an element of, i.e., by looking at the exit-time statistics. The practical and theoretical advantages of our method with respect to the usual one are shown by the examples of a deterministic map and a self-affine stochastic process.

2000 Articolo in rivista restricted access

On the exit-times approach for epsilon-entropy and turbulent signals

Abel, M ; Cencini, M ; Falconi, M ; Vergni, D ; Vulpiani, A ; Biferale, L

We review a recently proposed approach to the computation of the E-entropy of a given signal based on the exit-time statistics, i.e., one codes the signal by looking at the instants when the fluctuations are larger than a given threshold, epsilon. Moreover, we show how the exit-times statistics, when applied to experimental turbulent data, is able to highlight the intermediate-dissipative-range of turbulent fluctuations. (C) 2000 Elsevier Science B.V. All rights reserved.

epsilon-entropy dynamical systems turbulence
1999 Articolo in rivista restricted access

Exit time of turbulent signals: A way to detect the intermediate dissipative range

Biferale, L ; Cencini, M ; Vergni, D ; Vulpiani, A

The exit-time statistics of experimental turbulent data is analyzed. By looking at the exit-time moments (inverse structure functions) it is possible to have a direct measurement of scaling properties of the laminar statistics. It turns out that the inverse structure functions show a much more extended intermediate dissipative range than the structure functions, leading to the first clear evidence of the existence of such a range of scales. [S1063-651X(99)51012-X].

1999 Articolo in rivista restricted access

Macroscopic chaos in globally coupled maps

Cencini, M ; Falcioni, M ; Vergni, D ; Vulpiani, A

We study the coherent dynamics of globally coupled maps showing macroscopic chaos. With this term we indicate the hydrodynamical-like irregular behavior of some global observables, with typical times much longer than the times related to the evolution of the single (or microscopic) elements of the system. The usual Lyapunov exponent is not able to capture the essential features of this macroscopic phenomenon. Using the recently introduced notion of finite size Lyapunov exponent, we characterize, in a consistent way, these macroscopic behaviors. Basically, at small values of the perturbation we recover the usual (microscopic) Lyapunov exponent, while at larger values a sort of macroscopic Lyapunov exponent emerges, which can be much smaller than the former. A quantitative characterization of the chaotic motion at hydrodynamical level is then possible, even in the absence of the explicit equations for the time evolution of the macroscopic observables, (C) 1999 Elsevier Science B.V. All rights reserved.

macroscopically coherent dynamics finite size Lyapunov exponent globally coupled maps