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Computation of dilute polymer solution flows using BCF-RBFN based method and domain decomposition technique

机译:使用基于BCF-RBFN的方法和域分解技术计算稀聚合物溶液的流量

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摘要

This paper reports the suitability of a domain decomposition technique for the hybrid simulation of dilute polymer solution flows using Eulerian Brownian dynamics and Radial Basis Function Networks (RBFN) based methods. The Brownian Configuration Fields (BCF) and RBFN method incorporates the features of the BCF scheme (which render both closed form constitutive equations and a particle tracking process unnecessary) and a mesh-less method (which eliminates element-based discretisation of domains). However, when dealing with large scale problems, there appear several difficulties: the high computational time associated with the Stochastic Simulation Technique (SST), and the ill-condition of the system matrix associated with the RBFN. One way to overcome these disadvantages is to use parallel domain decomposition (DD) techniques. This approach makes the BCF-RBFN method more suitable for large scale problems
机译:本文报道了基于欧拉布朗动力学和径向基函数网络(RBFN)的方法,将域分解技术用于稀释聚合物溶液流动混合模拟的适用性。布朗配置字段(BCF)和RBFN方法结合了BCF方案的功能(无需闭合形式的本构方程和粒子跟踪过程)和无网格方法(消除了基于元素的域离散化)。但是,在处理大规模问题时,会出现一些困难:与随机模拟技术(SST)相关的计算时间长,以及与RBFN相关的系统矩阵的病态。克服这些缺点的一种方法是使用并行域分解(DD)技术。这种方法使BCF-RBFN方法更适合于大规模问题

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