An Explicit Sixth Order Runge-Kutta Method for Simple Lawson Integration
Matthew Golden

TL;DR
This paper introduces an explicit sixth order Runge-Kutta method designed for Lawson integration, enabling efficient handling of stiff linear operators common in fluid and plasma simulations.
Contribution
The paper presents a new explicit sixth order Runge-Kutta scheme that simplifies implementation for stiff problems using Lawson integration with ordered abscissae.
Findings
Provides a sixth order scheme compatible with Lawson integration
Uses Newton-Raphson iteration for simplicity
Facilitates efficient simulation of stiff linear operators
Abstract
Explicit Runge-Kutta schemes become impractical when a stiff linear operator is present in the dynamics. This failure mode is quite common in numerical simulations of fluids and plasmas. Lawson proposed Generalized Runge-Kutta Processes for stiff problems in 1967, in which the stiff linear operator is treated fully implicitly via matrix exponentiation. Any Runge-Kutta scheme induces valid Lawson integration, but a scheme is exceptionally simple to implement if the abscissa are ordered and equally spaced. Classical RK4 satisfies this requirement, but it is difficult to derive efficient higher order schemes with this constraint. Here I present an explicit sixth order method identified with Newton-Raphson iteration that provides simple Lawson integration.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsNumerical methods for differential equations · Computational Fluid Dynamics and Aerodynamics · Advanced Numerical Methods in Computational Mathematics
