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Stochastic flow modelling in terms of interactive perturbation, Feynman diagrams and graph theory

机译:基于交互摄动,费曼图和图论的随机流建模

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The stochastic modeling of groundwater flow is considered. It is pointed out that in many circumstances analysis in terms of the ordinary perturbation series method may be incapable of representing fundamental characteristics of flow, and may lead to physically unreasonable solutions of the stochastic flow equation. To support this argument, the case of 1-D steady-state flow is examined using ordinary perturbation methods. Then, a more advanced interactive perturbation approach is introduced. This approach goes beyond standard perturbation approximation and can be used in situations where the interactions between flow terms is so significant that the ordinary low-order perturbation approximation will not work. The stochastic flow problem is then analyzed using concepts and techniques from stochastic turbulence and quantum field theory. These well-established techniques yield results similar to those of the interactive perturbation approach, a fact that proves the power of the latter.
机译:考虑了地下水流动的随机模型。要指出的是,在许多情况下,根据普通扰动级数法进行的分析可能无法表示流量的基本特征,并且可能导致随机流量方程的物理上不合理的解。为了支持该论点,使用普通的摄动方法研究了一维稳态流动的情况。然后,引入了更高级的交互式摄动方法。这种方法超出了标准的扰动逼近范围,可用于流量项之间的相互作用非常重要以至于普通的低阶扰动逼近将不起作用的情况。然后使用随机湍流和量子场论的概念和技术分析随机流动问题。这些完善的技术所产生的结果与交互式摄动方法的结果相似,这一事实证明了后者的强大功能。

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