AN ASYMPTOTIC PRESERVING, LOW-MEMORY, HYBRID DISCONTINUOUS GALERKIN METHOD FOR THE SPHERICAL HARMONIC APPROXIMATION OF THE RADIATION TRANSPORT EQUATION WITH ISOTROPIC SCATTERING AND DIFFUSIVE SCALING

Cory D. Hauck, Qiwei Sheng, Yulong Xing

Research output: Contribution to journalArticlepeer-review

Abstract

Discontinuous Galerkin (DG) methods are widely adopted to discretize the radiation transport equation (RTE) with diffusive scalings. One of the most important advantages of the DG methods for RTE is their asymptotic preserving (AP) property, in the sense that they preserve the diffusive limits of the equation in the discrete setting, without requiring excessive refinement of the discretization. However, compared to finite element methods or finite volume methods, the employment of DG methods also increases the number of unknowns, which requires more memory and computational time to solve problems. In this paper, when the spherical harmonic method is applied for the angular discretization, we perform an asymptotic analysis which shows that to retain the uniform convergence, it is only necessary to employ nonconstant elements for the degree zero moment in the DG spatial discretization. Based on this observation, we propose a heterogeneous DG method that employs polynomial spaces of different degrees for the degree zero and remaining moments, respectively. To improve the convergence order, we further develop a spherical harmonics hybrid DG finite volume method, which preserves the AP property and convergence rate while reducing the number of unknowns. Numerical examples are provided to illustrate the effectiveness and accuracy of the proposed scheme.

Original languageEnglish
Pages (from-to)894-923
Number of pages30
JournalMultiscale Modeling and Simulation
Volume23
Issue number2
DOIs
StatePublished - 2025

Funding

The work of the first author is supported by National Science Foundation grant DMS-1913277 and U.S. Department of Energy contract DE-AC05-00OR22725. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a nonexclusive, paid-up, irrevocable, worldwide license to publish or reproduce the published form of this manuscript, or allow others to do so, for the United States Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan (http://energy.gov/downloads/doe-public-access-plan). The work of the third author is supported by National Science Foundation grants DMS-1753581 and DMS-2309590. The authors thank one of the referees for valuable comments and suggestions, which have greatly improved the quality of the paper.

Keywords

  • asymptotic analysis
  • asymptotic preserving
  • discontinuous Galerkin
  • radiation transport equation
  • spherical harmonic

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