Efficient High Order Semi-implicit Time Discretization and Local Discontinuous Galerkin Methods for Highly Nonlinear PDEs

In this paper, we develop a high order semi-implicit time discretization method for highly nonlinear PDEs, which consist of the surface diffusion and Willmore flow of graphs, the Cahn–Hilliard equation and the Allen–Cahn/Cahn–Hilliard system. These PDEs are high order in spatial derivatives, which motivates us to develop implicit or semi-implicit time marching methods to relax the severe time step restriction for stability of explicit methods. In addition, these PDEs are also highly nonlinear, fully implicit methods will incredibly increase the difficulty of implementation. In particular, we can not well separate the stiff and non-stiff components for these problems, which leads to traditional implicit-explicit methods nearly meaningless. In this paper, a high order semi-implicit time marching method and the local discontinuous Galerkin (LDG) spatial method are coupled together to achieve high order accuracy in both space and time, and to enhance the efficiency of the proposed approaches, the resulting linear or nonlinear algebraic systems are solved by multigrid solver. Specially, we develop a first order fully discrete LDG scheme for the Allen–Cahn/Cahn–Hilliard system and prove the unconditional energy stability. Numerical simulation results in one and two dimensions are presented to illustrate that the combination of the LDG method for spatial approximation, semi-implicit temporal integration with the multigrid solver provides a practical and efficient approach when solving this family of problems.

[1]  L. Greengard,et al.  Spectral Deferred Correction Methods for Ordinary Differential Equations , 2000 .

[2]  Gerhard Dziuk,et al.  Error analysis of a finite element method for the Willmore flow of graphs , 2006 .

[3]  Chi-Wang Shu,et al.  Local Discontinuous Galerkin Methods for High-Order Time-Dependent Partial Differential Equations , 2009 .

[4]  Chi-Wang Shu,et al.  TVB Runge-Kutta local projection discontinuous galerkin finite element method for conservation laws. II: General framework , 1989 .

[5]  E. Hairer,et al.  Solving Ordinary Differential Equations II: Stiff and Differential-Algebraic Problems , 2010 .

[6]  Shi Jin,et al.  A class of asymptotic-preserving schemes for kinetic equations and related problems with stiff sources , 2009, J. Comput. Phys..

[7]  Peter Smereka,et al.  Semi-Implicit Level Set Methods for Curvature and Surface Diffusion Motion , 2003, J. Sci. Comput..

[8]  Chi-Wang Shu,et al.  The Runge-Kutta local projection discontinuous Galerkin finite element method for conservation laws. IV. The multidimensional case , 1990 .

[9]  Yinhua Xia,et al.  A fully discrete stable discontinuous Galerkin method for the thin film epitaxy problem without slope selection , 2015, J. Comput. Phys..

[10]  Yinhua Xia,et al.  Efficient time discretization for local discontinuous Galerkin methods , 2007 .

[11]  Shi Jin,et al.  An Asymptotic Preserving Scheme for the ES-BGK Model of the Boltzmann Equation , 2010, J. Sci. Comput..

[12]  S. Rebay,et al.  A High-Order Accurate Discontinuous Finite Element Method for the Numerical Solution of the Compressible Navier-Stokes Equations , 1997 .

[13]  D. J. Eyre Unconditionally Gradient Stable Time Marching the Cahn-Hilliard Equation , 1998 .

[14]  Chi-Wang Shu,et al.  TVB Runge-Kutta local projection discontinuous Galerkin finite element method for conservation laws III: one-dimensional systems , 1989 .

[15]  Yan Xu,et al.  Efficient Solvers of Discontinuous Galerkin Discretization for the Cahn–Hilliard Equations , 2014, J. Sci. Comput..

[16]  Chi-Wang Shu,et al.  The Runge-Kutta Discontinuous Galerkin Method for Conservation Laws V , 1998 .

[17]  Yan Xu,et al.  An efficient fully-discrete local discontinuous Galerkin method for the Cahn-Hilliard-Hele-Shaw system , 2014, J. Comput. Phys..

[18]  Yan Xu,et al.  Local discontinuous Galerkin methods for the Cahn-Hilliard type equations , 2007, J. Comput. Phys..

[19]  Yan Xu,et al.  Local Discontinuous Galerkin Method for Surface Diffusion and Willmore Flow of Graphs , 2009, J. Sci. Comput..

[20]  W. H. Reed,et al.  Triangular mesh methods for the neutron transport equation , 1973 .

[21]  M. Minion Semi-implicit spectral deferred correction methods for ordinary differential equations , 2003 .

[22]  Yinhua Xia,et al.  Application of the Local Discontinuous Galerkin Method for the Allen-Cahn/Cahn-Hilliard System , 2007 .

[23]  Chi-Wang Shu,et al.  The Local Discontinuous Galerkin Method for Time-Dependent Convection-Diffusion Systems , 1998 .

[24]  Francis Filbet,et al.  High Order Semi-implicit Schemes for Time Dependent Partial Differential Equations , 2016, Journal of Scientific Computing.