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Higher-order accurate space-time schemes for computational astrophysics-Part I: finite volume methods
1Physics and ACMS Departments, University of Notre Dame, Notre Dame, IN USA.
High-accuracy computational astrophysics requires specialized numerical schemes. This review covers weighted essentially non-oscillatory (WENO), discontinuous Galerkin (DG), and PNPM schemes, alongside time-stepping methods for precision.
Area of Science:
- Computational astrophysics
- Numerical methods
- Fluid dynamics
Background:
- Computational astrophysics demands high-accuracy numerical schemes beyond traditional fluid dynamics.
- Specialized methods are needed to ensure robustness, positivity of density/pressure, and sub-luminal relativistic flows.
Purpose of the Study:
- To review advanced numerical schemes for high-accuracy computational astrophysics.
- To focus on computer-implementable techniques rather than theoretical underpinnings.
Main Methods:
- Discussion of weighted essentially non-oscillatory (WENO) schemes.
- Analysis of discontinuous Galerkin (DG) schemes.
- Examination of PNPM schemes, balancing accuracy and timestep size.
- Inclusion of strong stability preserving Runge-Kutta and ADER schemes for matched spatial-temporal accuracy.
Main Results:
- WENO schemes offer higher-order extensions to finite volume methods.
- DG schemes provide superior accuracy by evolving all solution moments.
- PNPM schemes present a compromise, allowing larger timesteps.
- ADER and Runge-Kutta schemes enable matched spatial and temporal accuracy.
Conclusions:
- The reviewed schemes (WENO, DG, PNPM) address the unique algorithmic needs of computational astrophysics.
- Effective implementation requires matching spatial and temporal accuracy using methods like ADER and Runge-Kutta.
- These advanced numerical techniques are crucial for advancing computational astrophysics as a precision science.
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