1. Anderson acceleration for nonlinear PDEs discretized by space–time spectral methods.
- Author
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Nataj, Sarah and He, Yunhui
- Subjects
- *
ACCELERATION (Mechanics) , *NAVIER-Stokes equations , *PARTIAL differential equations , *SPACETIME - Abstract
In this work, we consider Anderson acceleration for numerical solutions of nonlinear time dependent partial differential equations discretized by space–time spectral methods, where classical fixed-point methods converge slowly or even diverge. Specifically, we apply Anderson acceleration with finite window size w to speed up fixed-point methods in solving nonlinear reaction diffusion, nonlinear Schrödinger and Navier Stokes equations. We focus on studying the influence of the window size w on the number of iterations to numerical convergence. Numerical results show the high efficiency of Anderson acceleration in solving a variety of nonlinear time dependent problems discretized by space–time spectral methods, and a small value of w is enough to achieve good performance. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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