Time-parallel integration and phase averaging for the nonlinear shallow-water equations on the sphere
Author(s)
Yamazaki, Hiroe
Cotter, Colin J
Wingate, Beth A
Type
Journal Article
Abstract
We describe a proof-of-concept development and application of a phase-averaging technique to the nonlinear rotating shallow-water equations on the sphere, discretised using compatible finite-element methods. Phase averaging consists of averaging the nonlinearity over phase shifts in the exponential of the linear wave operator. Phase averaging aims to capture the slow dynamics in a solution that is smoother in time (in transformed variables), so that larger timesteps may be taken. We overcome the two key technical challenges that stand in the way of studying the phase averaging and advancing its implementation: (1) we have developed a stable matrix exponential specific to finite elements and (2) we have developed a parallel finite averaging procedure. Following recent studies, we consider finite-width phase-averaging windows, since the equations have a finite timescale separation. In our numerical implementation, the averaging integral is replaced by a Riemann sum, where each term can be evaluated in parallel. This creates an opportunity for parallelism in the timestepping method, which we use here to compute our solutions. Here, we focus on the stability and accuracy of the numerical solution. We confirm that there is an optimal averaging window, in agreement with theory. Critically, we observe that the combined time discretisation and averaging error is much smaller than the time discretisation error in a semi-implicit method applied to the same spatial discretisation. An evaluation of the parallel aspects will follow in later work.
Date Issued
2023-07
Date Acceptance
2023-06-13
Citation
Quarterly Journal of the Royal Meteorological Society, 2023, 149 (755), pp.2504-2513
ISSN
0035-9009
Publisher
Wiley
Start Page
2504
End Page
2513
Journal / Book Title
Quarterly Journal of the Royal Meteorological Society
Volume
149
Issue
755
Copyright Statement
© 2023 The Authors. Quarterly Journal of the Royal Meteorological Society published by John Wiley & Sons Ltd on behalf of Royal Meteorological Society.
This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
License URL
Identifier
https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:001030526000001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a2bf6146997ec60c407a63945d4e92bb
Subjects
IN-TIME
Meteorology & Atmospheric Sciences
mixed finite elements
numerical weather prediction
parallel in time
phase averaging
Physical Sciences
Science & Technology
Publication Status
Published
Date Publish Online
2023-07-18