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Asymptotic-preserving and energy stable dynamical low-rank approximation for thermal radiative transfer equations

Patwardhan, Chinmay 1; Frank, Martin 1; Kusch, Jonas
1 Institut für Angewandte und Numerische Mathematik (IANM), Karlsruher Institut für Technologie (KIT)

Abstract:

The thermal radiative transfer equations model temperature evolution through a background medium as a result of radiation. When a large number of particles are absorbed in a short time scale, the dynamics tend to a non-linear diffusion-type equation called the Rosseland approximation. The main challenges for constructing numerical schemes that exhibit the correct limiting behavior are posed by the solution’s high-dimensional phase space and multi-scale effects. In this work, we propose an asymptotic-preserving and rank-adaptive dynamical low-rank approximation scheme based on the macro-micro decomposition of the particle density and a modified augmented basis-update & Galerkin integrator. We show that this scheme, for linear particle emission by the material, dissipates energy over time under a step size restriction that captures the hyperbolic and parabolic CFL conditions. We demonstrate the efficacy of the proposed method in a series of numerical experiments.


Volltext §
DOI: 10.5445/IR/1000168827
Veröffentlicht am 27.02.2024
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Angewandte und Numerische Mathematik (IANM)
Sonderforschungsbereich 1173 (SFB 1173)
Publikationstyp Forschungsbericht/Preprint
Publikationsmonat/-jahr 02.2024
Sprache Englisch
Identifikator ISSN: 2365-662X
KITopen-ID: 1000168827
Verlag Karlsruher Institut für Technologie (KIT)
Umfang 32 S.
Serie CRC1173 Preprint ; 2024/6
Projektinformation SFB 1173/3 (DFG, DFG KOORD, SFB 1173/3)
Externe Relationen Siehe auch
Schlagwörter thermal radiative transfer equations, energy stability, asymptotic-preserving scheme, dynamical low-rank approximation, macro-micro decomposition
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