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Spatially Adaptive Stochastic Methods for Fluid-Structure Interactions Subject to Thermal Fluctuations in Domains with Complex Geometries

机译:流体 - 结构相互作用的空间自适应随机方法   受复杂几何域的热波动影响

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摘要

We develop stochastic mixed finite element methods for spatially adaptivesimulations of fluid-structure interactions when subject to thermalfluctuations. To account for thermal fluctuations, we introduce a discretefluctuation-dissipation balance condition to develop compatible stochasticdriving fields for our discretization. We perform analysis that shows ourcondition is sufficient to ensure results consistent with statisticalmechanics. We show the Gibbs-Boltzmann distribution is invariant under thestochastic dynamics of the semi-discretization. To generate efficiently therequired stochastic driving fields, we develop a Gibbs sampler based oniterative methods and multigrid to generate fields with $O(N)$ computationalcomplexity. Our stochastic methods provide an alternative to uniformdiscretizations on periodic domains that rely on Fast Fourier Transforms. Todemonstrate in practice our stochastic computational methods, we investigatewithin channel geometries having internal obstacles and no-slip walls how themobility/diffusivity of particles depends on location. Our methods extend theapplicability of fluctuating hydrodynamic approaches by allowing for spatiallyadaptive resolution of the mechanics and for domains that have complexgeometries relevant in many applications.
机译:我们开发了随机混合有限元方法,用于在受到热波动影响时进行流体-结构相互作用的空间自适应模拟。为了解决热波动问题,我们引入了离散的波动-耗散平衡条件来为离散化开发兼容的随机驱动场。我们进行的分析表明我们的条件足以确保结果与统计力学一致。我们表明,在半离散化的随机动力学下,吉布斯-玻尔兹曼分布是不变的。为了高效地生成所需的随机驱动场,我们开发了基于迭代方法和多重网格的Gibbs采样器,以生成具有$ O(N)$计算复杂度的场。我们的随机方法为依赖快速傅立叶变换的周期域上的均匀离散提供了一种替代方法。为了在实践中证明我们的随机计算方法,我们在具有内部障碍物和无滑壁的通道几何结构中研究了颗粒的迁移率/扩散率如何取决于位置。我们的方法通过允许力学的空间自适应解析以及具有许多应用程序相关的复杂几何形状的域,扩展了波动流体力学方法的适用性。

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