论文标题

三维湍流中循环的面积规则

The area rule for circulation in three-dimensional turbulence

论文作者

Iyer, Kartik P., Bharadwaj, Sachin S., Sreenivasan, Katepalli R.

论文摘要

三维湍流中循环的合理动力学理论的一个重要思想是所谓的面积规则,根据该规则,围绕封闭环的概率密度函数(PDF)仅取决于环路的最小面积,而不是其形状。我们使用直接数值模拟的高分辨率数据来评估平面和非平面循环的面积规则的鲁棒性。对于平面环,矩形形状的循环矩与正方形相匹配的循环矩与仅差异很小的差异,当纵横比远离统一以及力矩订单增加时,这些差异会更大。对于此处检查的任何条件,差异不超过$ 5 \%$。与具有相同两点相关函数的高斯随机场(GRF)的结果(为此,结果是由构造独立订单独立于订单)。当通过PDF的SD标准化时,长宽比依赖性甚至更小的$(<2 \%)$,但与GRF不同。我们在三个维度上获得最小面积环的循环统计数据,并将其与平面环的循环统计统计相比,我们发现只有在由内部变量(例如SD)标准化时,循环统计数据仅在两种情况下匹配。这项工作突出了迄今为止最小表面和湍流之间未知的连接。

An important idea underlying a plausible dynamical theory of circulation in three-dimensional turbulence is the so-called Area Rule, according to which the probability density function (PDF) of the circulation around closed loops depends only on the minimal area of the loop, not its shape. We assess the robustness of the Area Rule, for both planar and non-planar loops, using high-resolution data from Direct Numerical Simulations. For planar loops, the circulation moments for rectangular shapes match those for the square with only small differences, these differences being larger when the aspect ratio is further from unity, and when the moment-order increases. The differences do not exceed about $5\%$ for any condition examined here. The aspect-ratio dependence observed for the second-order moment are indistinguishable from results for the Gaussian Random Field (GRF) with the same two-point correlation function (for which the results are order-independent by construction). When normalized by the SD of the PDF, the aspect ratio dependence is even smaller $(< 2\%)$ but does not vanish unlike for the GRF. We obtain circulation statistics around minimal area loops in three dimensions and compare them to those of a planar loop circumscribing equivalent areas, and we find that circulation statistics match in the two cases only when normalized by an internal variable such as the SD. This work highlights the hitherto unknown connection between minimal surfaces and turbulence.

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