Large-scale simulation of shallow water waves via computation only on small staggered patches

Judith E. Bunder, Jayaraman Divahar, Ioannis G. Kevrekidis, Trent W. Mattner, Anthony J. Roberts

Research output: Contribution to journalArticlepeer-review

Abstract

A multiscale computational scheme is developed to use given small microscale simulations of complicated physical wave processes to empower macroscale system-level predictions. By coupling small patches of simulations over unsimulated space, large savings in computational time are realizable. Here, we generalize the patch scheme to the case of wave systems on staggered grids in two-dimensional (2D) space. Classic macroscale interpolation provides a generic coupling between patches that achieves consistency between the emergent macroscale simulation and the underlying microscale dynamics. Spectral analysis indicates that the resultant scheme empowers feasible computation of large macroscale simulations of wave systems even with complicated underlying physics. As an example of the scheme's application, we use it to simulate some simple scenarios of a given turbulent shallow water model.

Original languageEnglish (US)
Pages (from-to)953-977
Number of pages25
JournalInternational Journal for Numerical Methods in Fluids
Volume93
Issue number4
DOIs
StatePublished - Apr 2021

Keywords

  • finite difference
  • model reduction
  • nonlinear dynamics
  • partial differential equations
  • reduced-order modeling
  • shallow water
  • spectral

ASJC Scopus subject areas

  • Computational Mechanics
  • Mechanics of Materials
  • Mechanical Engineering
  • Computer Science Applications
  • Applied Mathematics

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