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A characteristic mapping method for incompressible hydrodynamics on a rotating sphere

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arxiv 2302.01205 v2 pith:ZDMGCNM3 submitted 2023-02-02 math.NA cs.NA

classification math.NAcs.NA
keywords methodnumericalcharacteristicgeneratedincompressiblemappingresolutionrotating
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abstract

We present a semi-Lagrangian characteristic mapping method for the incompressible Euler equations on a rotating sphere. The numerical method uses a spatio-temporal discretization of the inverse flow map generated by the Eulerian velocity as a composition of sub-interval flows formed by $C^1$ spherical spline interpolants. This approximation technique has the capacity of resolving sub-grid scales generated over time without increasing the spatial resolution of the computational grid. The numerical method is analyzed and validated using standard test cases yielding third-order accuracy in the supremum norm. Numerical experiments illustrating the unique resolution properties of the method are performed and demonstrate the ability to reproduce the forward energy cascade at sub-grid scales by upsampling the numerical solution.

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Cited by 1 Pith paper

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  1. Diffeomorphic Neural Operator Learning

    math.NA 2025-08 unverdicted novelty 5.0 of 10

    A neural operator that evolves fields by composing learned diffeomorphisms, enforcing relabeling symmetry and targeting conservative, non-diffusive turbulent forecasts.

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