SLERP-TVDRK (STVDRK) Methods for Ordinary Differential Equations on Spheres
Abstract We mimic the conventional explicit Total Variation Diminishing Runge–Kutta (TVDRK) schemes and propose a class of numerical integrators to solve differential equations on a unit sphere. Our approach utilizes the exponential map inherent to the sphere and employs spherical linear interpolation (SLERP). These modified schemes, named SLERP-TVDRK methods or STVDRK, offer improved accuracy compared to typical projective RK methods. Furthermore, they eliminate the need for any projection and provide a straightforward implementation. While we have successfully constructed STVDRK schemes only up to third-order accuracy, we explain the challenges in deriving STVDRK- r for $$r\ge 4$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>r</mml:mi> <mml:mo>≥</mml:mo> <mml:mn>4</mml:mn> </mml:mrow> </mml:math> . To showcase the effectiveness of our approach, we will demonstrate its application in solving the eikonal equation on the unit sphere and simulating p -harmonic flows using our proposed method.
Authors
- Wai Ming Chau
- Shingyu Leung (ORCID: https://orcid.org/0000-0002-4549-2761)
- Young Kyu Lee
Institutions
- Hong Kong University of Science and Technology (HK)
Publication Details
- Journal
- Journal of Scientific Computing
- Published
- 2024-10-26
- DOI
- https://doi.org/10.1007/s10915-024-02702-2
- Citations
- 2
- Primary Topic
- Numerical methods for differential equations
- Type
- article
- Field-Weighted Citation Impact
- 1.46
Funders
- Hong Kong University of Science and Technology
- Hong Kong Government