Direct and inverse cascades scaling in real shell models of turbulence

James Creswell, Viatcheslav Mukhanov, Yaron Oz
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Abstract

Shell models provide a simplified mathematical framework that captures essential features of incompressible fluid turbulence, such as the energy cascade and scaling of the fluid observables. We perform a precision analysis of the direct and inverse cascades in shell models of turbulence, where the velocity field is a real-valued function. We calculate the leading hundred anomalous scaling exponents, the marginal probability distribution functions of the velocity field at different shells, as well as the correlations between different shells. We find that the structure functions in both cascades exhibit a linear Kolomogorov scaling in the inertial range. We argue that the underlying reason for having no intermittency, is the strong correlations between the velocity fields at different shells. We analyze the tails of velocity distribution functions, which offer new insights to the structure of fluid turbulence.
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真实湍流壳模型中的直接和逆级联缩放
壳模型提供了一个简化的数学框架,可以捕捉不可压缩流体湍流的基本特征,如能量级联和流体观测值的缩放。我们对速度场为实值函数的湍流壳模型中的直接级联和逆级联进行了精确分析。我们计算了前一百反常缩放指数、不同壳的速度场边际概率分布函数以及不同壳之间的相关性。我们发现,两个级联的结构函数在惯性范围内都表现出线性的科洛莫戈罗夫缩放。我们认为,没有间歇性的根本原因是不同壳体的速度场之间具有很强的相关性。我们分析了速度分布函数的尾部,这为流体湍流的结构提供了新的见解。
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Additive-feature-attribution methods: a review on explainable artificial intelligence for fluid dynamics and heat transfer Direct and inverse cascades scaling in real shell models of turbulence A new complex fluid flow phenomenon: Bubbles-on-a-String Long-distance Liquid Transport Along Fibers Arising From Plateau-Rayleigh Instability Symmetry groups and invariant solutions of plane Poiseuille flow
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