Asymptotic preserving Implicit-Explicit Runge-Kutta methods for non linear kinetic equations
G. Dimarco, L. Pareschi

TL;DR
This paper develops and analyzes asymptotic preserving IMEX Runge-Kutta methods tailored for stiff kinetic equations, including Boltzmann equations, ensuring efficiency and accuracy across different regimes.
Contribution
It introduces penalized IMEX schemes for Boltzmann equations that are uniformly effective without costly implicit collision resolution.
Findings
Methods are asymptotic preserving and accurate.
Penalized schemes work uniformly across relaxation times.
Numerical results confirm theoretical properties.
Abstract
We discuss Implicit-Explicit (IMEX) Runge Kutta methods which are particularly adapted to stiff kinetic equations of Boltzmann type. We consider both the case of easy invertible collision operators and the challenging case of Boltzmann collision operators. We give sufficient conditions in order that such methods are asymptotic preserving and asymptotically accurate. Their monotonicity properties are also studied. In the case of the Boltzmann operator, the methods are based on the introduction of a penalization technique for the collision integral. This reformulation of the collision operator permits to construct penalized IMEX schemes which work uniformly for a wide range of relaxation times avoiding the expensive implicit resolution of the collision operator. Finally we show some numerical results which confirm the theoretical analysis.
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
TopicsGas Dynamics and Kinetic Theory · Computational Fluid Dynamics and Aerodynamics · Fluid Dynamics and Turbulent Flows
