Ray Effect Mitigation for the Discrete Ordinates Method through Quadrature Rotation

TL;DR

This paper introduces the rotated S$_N$ (rS$_N$) method, a modification of the discrete ordinates approach, which mitigates ray effects in radiation transport simulations by rotating and interpolating quadrature points, with minimal runtime overhead.

Contribution

The paper proposes a novel rS$_N$ method that reduces ray effects in discrete ordinates solutions through quadrature rotation and interpolation, improving accuracy with fewer directions.

Findings

Significant reduction of ray effects in test cases

Comparable solutions with fewer quadrature points

Minimal increase in computational runtime

Abstract

Solving the radiation transport equation is a challenging task, due to the high dimensionality of the solution's phase space. The commonly used discrete ordinates (S$_N$) method suffers from ray effects which result from a break in rotational symmetry from the finite set of directions chosen by S$_N$. The spherical harmonics (P$_N$) equations, on the other hand, preserve rotational symmetry, but can produce negative particle densities. The discrete ordinates (S$_N$) method, in turn, by construction ensures non-negative particle densities. In this paper we present a modified version of the S$_N$ method, the rotated S$_N$ (rS$_N$) method. Compared to S$_N$, we add a rotation and interpolation step for the angular quadrature points and the respective function values after every time step. Thereby, the number of directions on which the solution evolves is effectively increased and ray effects are mitigated. Solution values on rotated ordinates are computed by an interpolation step. Implementation details are provided and in our experiments the rotation/interpolation step only adds 5% to 10% to the runtime of the S$_N$ method. We apply the rS$_N$ method to the line-source and a lattice test case, both being prone to ray-effects. Ray effects are reduced significantly, even for small numbers of quadrature points. The rS$_N$ method yields qualitatively similar solutions to the S$_N$ method with less than a third of the number of quadrature points, both for the line-source and the lattice problem. The code used to produce our results is freely available and can be downloaded.