Bernstein-Bezier weight-adjusted discontinuous Galerkin methods for wave propagation in heterogeneous media
For computational scientists simulating wave propagation in heterogeneous media, this method offers a more efficient high-order accurate scheme.
The paper introduces a Bernstein-Bézier weight-adjusted discontinuous Galerkin method (BBWADG) for wave propagation in heterogeneous media, reducing computational complexity from O(N^{2d}) to O(N^{d+1}) in d dimensions. GPU experiments confirm the theoretical speedup.
This paper presents an efficient discontinuous Galerkin method to simulate wave propagation in heterogeneous media with sub-cell variations. This method is based on a weight-adjusted discontinuous Galerkin method (WADG), which achieves high order accuracy for arbitrary heterogeneous media. However, the computational cost of WADG grows rapidly with the order of approximation. In this work, we propose a Bernstein-Bézier weight-adjusted discontinuous Galerkin method (BBWADG) to address this cost. By approximating sub-cell heterogeneities by a fixed degree polynomial, the main steps of WADG can be expressed as polynomial multiplication and $L^2$ projection, which we carry out using fast Bernstein algorithms. The proposed approach reduces the overall computational complexity from $O(N^{2d})$ to $O(N^{d+1})$ in $d$ dimensions. Numerical experiments illustrate the accuracy of the proposed approach, and computational experiments for a GPU implementation of BBWADG verify that this theoretical complexity is achieved in practice.