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Existence, Uniqueness, and a Comparison of Nonintrusive Methods for the Stochastic Nonlinear Poisson-Boltzmann Equation

机译:的存在性,唯一性和比较不干扰随机非线性的方法Poisson-Boltzmann方程

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摘要

The stochastic nonlinear Poisson-Boltzmann equation describes the electrostatic potential in a random environment in the presence of free charges and has applications in many fields. We show the existence and uniqueness of the solution of this nonlinear model equation and investigate its regularity with respect to a random parameter. Three popular nonintrusive methods, a stochastic Galerkin method, a discrete projection method, and a collocation method, are presented for its numerical solution. It is nonintrusive in the sense that solvers and preconditioners for the deterministic equation can be reused as they are. By comparing these methods, it is found that the stochastic Galerkin method and the discrete projection method require comparable computational effort and our results suggest that they outperform the collocation method.
机译:随机非线性Poisson-Boltzmann方程描述的静电势随机环境中自由的存在指控,并应用在许多领域。显示解决方案的存在性和唯一性这个非线性模型方程和调查其规律对随机的参数。随机有限元离散,一个离散的投影方法,和搭配方法,其数值解。解决和预调节器确定性方程可以重用他们是这样的。随机有限元离散和离散投影法要求比较计算的努力和我们的研究结果表明,他们表现的搭配方法。

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