Possible Statistics of Scale Invariant Systems
Résumé
A relativity postulate states the equivalence of rationalized systems of units, constructed as power laws of the scale ℓ. In a scale invariant system, described by a random physical field φ, this relativity selects the set of similarity transformations coupling ℓ and φ. Acceptable transformations are classified into six possible groups, according to two dimensionless parameters: an exponent C characteristic of the physical system, and Λ describing the small scale / large scale symmetry breaking. Symmetry severely constrains the successive moments of φ, and hence the shape of its probability distribution. For instance, the Newtonian case C/Λ↦∞ corresponds to self-similar statistics, the ultra-relativistic case C/Λ↦0 to deterministic fields, and the case Λ= 1 to a log-Poisson statistics. These cases are applied to hydrodynamical turbulence in the companion paper.
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