Optimizing Computational Process of High-Order Taylor Discontinuous Galerkin Method for Solving the Euler Equations
Source abstract
Abstract
Solving the Euler equations often requires expensive computations of complex, high-order time derivatives. Although Taylor Discontinuous Galerkin (TDG) schemes are renowned for their accuracy and stability, directly evaluating third-order tensor derivatives can significantly reduce computational efficiency, particularly for large-scale, intricate flow problems. To overcome this difficulty, this paper presents an optimized numerical procedure that combines Taylor series time integration with the Discontinuous Galerkin (DG) approach. By replacing cumbersome tensor derivatives with simpler time derivatives of the Jacobian matrix and finite difference method inside the element to calculate the high-order time derivative terms, the proposed method substantially decreases the computational cost while maintaining accuracy and stability. After verifying its fundamental feasibility in one-dimensional tests, the optimized TDG method is applied to a two-dimensional forward-facing step problem. In all numerical tests, the optimized TDG method clearly exhibits a computational efficiency advantage over the conventional TDG method, therefore saving a great amount of time, nearly 70%. This concept can be naturally extended to higher-dimensional scenarios, offering a promising and efficient tool for large-scale computational fluid dynamics simulations.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Numerical Methods in Computational Mathematics · Electromagnetic Simulation and Numerical Methods · Numerical methods in engineering
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Graduate School of Science and Technology, University of Tsukuba, Tsukuba 305-8573, Japan
Institute of Systems and Information Engineering, University of Tsukuba, Tsukuba 305-8573, Japan
References (16)
Show source-provided references
1. Reed, W.H., and Hill, T.R. (1973). Triangular Mesh Methods for the Neutron Transport Equation, Los Alamos Scientific Laboratory Report. LA-UR-73-479.
2. LeSaint, P., and Raviart, P.A. (1974). Discontinuous Galerkin methods for convection-dominated problems. Mathematical Aspects of Finite Elements in Partial Differential Equations, Academic Press.
3. Triangular mesh methods for the neutron transport equation
4. An analysis of the minimal dissipation local discontinuous Galerkin method for convection diffusion problems10.1007/s10915-007-9130-3 ↗
5. The Runge–Kutta local projection discontinuous Galerkin finite element method for conservation laws IV: The multidimensional case
6. TVB Runge–Kutta local projection discontinuous Galerkin finite element method for conservation laws II: General framework
7. Singh, S., and Msmali, A.H. (2024). Analyzing Richtmyer–Meshkov Phenomena Triggered by Forward-Triangular Light Gas Bubbles: A Numerical Perspective. Axioms, 13.10.3390/axioms13060365 ↗
8. The discontinuous Galerkin method with Lax–Wendroff type time discretization10.1016/j.cma.2004.11.007 ↗
9. Hannemann, K., and Seiler, F. (2009). A discontinuous Galerkin method using Taylor basis for computing shock waves on arbitrary grids. Shock Waves, Springer.10.1007/978-3-540-85181-3 ↗
10. A Taylor-Galerkin method for convective transport problems10.1002/nme.1620200108 ↗
11. A fractional-step Taylor-Galerkin method for unsteady incompressible flows10.1002/fld.1650110504 ↗
12. Finite Difference WENO Schemes with Lax-Wendroff type Time Discretizations10.1137/S1064827502412504 ↗
13. Approximate Lax–Wendroff discontinuous Galerkin methods for hyperbolic conservation laws10.1016/j.camwa.2017.06.019 ↗
14. RBF-ENO/WENO schemes with Lax–Wendroff type time discretizations for Hamilton–Jacobi equations10.1002/num.22542 ↗
15. Third order maximum-principle-satisfying and positivity-preserving Lax-Wendroff discontinuous Galerkin methods for hyperbolic conservation laws10.1016/j.jcp.2022.111591 ↗
16. Hesthaven, J.S., and Warburton, T. (2007). Nodal Discontinuous Galerkin Methods: Algorithms, Analysis, and Applications, Springer.10.1007/978-0-387-72067-8 ↗