Two-level Nonlinear Preconditioning Methods for Flood Models Posed on Perforated Domains (2406.06189v2)

Abstract: This article focuses on the numerical solution of the Diffusive Wave equation posed in a domain containing a large number of polygonal perforations. These numerous perforations represent structures in urban areas, and this problem is used to model urban floods. This article relies on the work done in a previous article by the same authors, in which we introduced low-dimensional coarse approximation space for the linear Poisson equation based on a coarse polygonal partitioning of the domain. Similarly to other multi-scale numerical methods, this coarse space is spanned by locally discrete harmonic basis functions. We show that this coarse space also lends itself to the linearized Diffusive Wave problem that is obtained at each iteration of Newton's method. Furthermore, we present nonlinear preconditioning techniques, including a Two-level RASPEN and Two-step method, which can significantly reduce the number of iterations compared to the traditional Newton's method. For all proposed methods, we provide a discussion regarding the complexity of the algorithms. Numerical examples illustrating the performance of the proposed methods include a large-scale test case based on topographical data from the city of Nice.