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Stochastic geometry of turbulence Gregory Falkovich Weizmann Institute November 2014 D. Bernard, G. Boffetta, A.Celani, S. Musacchio, K. Turitsyn, M. Vucelja
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Fractals, multi-fractals and God knows what depends neither on q nor on r - fractal depends on q – multi-fractal depends on r - God knows what
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Turbulence is a state of a physical system with many degrees of freedom deviated far from equilibrium. It is irregular both in time and in space. Energy cascade and Kolmogorov scaling Transported scalar (Lagrangian invariant)
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Full level set is fractal with D = 2 - ζ Random Gaussian Surfaces What about a single isoline?
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3d is a mess
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Schramm-Loewner Evolution - SLE 2d is a paradise
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What it has to do with turbulence?
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C=ξ(t)
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Euler equation in 2d describes transport of vorticity
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Family of transport-type equations m=2 Navier-Stokes m=1 Surface quasi-geostrophic model, m=-2 Charney-Hasegawa-Mima model Electrostatic analogy: Coulomb law in d=4-m dimensions
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This system describes geodesics on an infinitely-dimensional Riemannian manifold of the area-preserving diffeomorfisms. On a torus,
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(*) Add force and dissipation to provide for turbulence lhs of (*) conserves
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pumping k Q Kraichnan’s double cascade picture P
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Inverse Q-cascade ζ m
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Small-scale forcing – inverse cascades
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perimeter P Boundary Frontier Cut points Boundary Frontier Cut points Bernard, Boffetta, Celani &GF, Nature Physics 2006, PRL2007
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Scalar exponents ζ of the scalar field (circles) and stream function (triangles), and universality class κ for different m ζκ
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Inverse cascade versus Direct cascade
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M Vucelja, G Falkovich & K S Turitsyn Fractal iso-contours of passive scalar in two-dimensional smooth random flows. J Stat Phys 147 : 424–435 (2012)
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Smooth velocity, locally anisotropic contours
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Within experimental accuracy, isolines of advected quantities are conformal invariant (SLE) in turbulent inverse cascades. Why? Vorticity isolines in the direct cascade are multi-fractal. Isolines of passive scalar in the Batchelor regime continue to change on a time scale vastly exceeding the saturation time of the bulk scalar field. Why? Conclusion
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