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.

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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

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article

SLERP-TVDRK (STVDRK) Methods for Ordinary Differential Equations on Spheres

Wai Ming Chau, Shingyu Leung, Young Kyu Lee
2 citations
Journal of Scientific Computing
Numerical methods for differential equations
1.46
article

SLERP-TVDRK (STVDRK) Methods for Ordinary Differential Equations on Spheres

Wai Ming Chau, Shingyu Leung, Young Kyu Lee
article en
2 citations

Abstract

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.

Journal of Scientific ComputingVol. 101(3)
Hong Kong University of Science and Technology (HK)
Hong Kong University of Science and Technology, Hong Kong Government
Openalex Percentile: Top 18%
Numerical methods for differential equations
1.46
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SLERP-TVDRK (STVDRK) Methods for Ordinary Differential Equations on Spheres — Wai Ming Chau, Shingyu Leung, et al. · Journal of Scientific Computing (2024) | TGRS Research Map | TGRS