An efficient dynamically adaptive mesh for potentially singular solutions

Abstract We develop an efficient dynamically adaptive mesh generator for time-dependent problems in two or more dimensions. The mesh generator is motivated by the variational approach and is based on solving a new set of nonlinear elliptic PDEs for the mesh map. When coupled to a physical problem, the mesh map evolves with the underlying solution and maintains high adaptivity as the solution develops complicated structures and even singular behavior. The overall mesh strategy is simple to implement, avoids interpolation, and can be easily incorporated into a broad range of applications. The efficacy of the mesh is first demonstrated by two examples of blowing-up solutions to the 2-D semilinear heat equation. These examples show that the mesh can follow with high adaptivity a finite-time singularity process. The focus of applications presented here is however the baroclinic generation of vorticity in a strongly layered 2-D Boussinesq fluid, a challenging problem. The moving mesh follows effectively the flow resolving both its global features and the almost singular shear layers developed dynamically. The numerical results show the fast collapse to small scales and an exponential vorticity growth.

[1]  A. Dvinsky Adaptive grid generation from harmonic maps on Reimannian manifolds , 1991 .

[2]  Joseph E. Flaherty,et al.  A moving finite element method with error estimation and refinement for one-dimensional time dependent partial differential equations , 1986 .

[3]  Marc Brachet,et al.  Numerical evidence of smooth self-similar dynamics and possibility of subsequent collapse for three-dimensional ideal flows , 1992 .

[4]  E Weinan,et al.  Small‐scale structures in Boussinesq convection , 1998 .

[5]  S. A. Orsag,et al.  Small-scale structure of the Taylor-Green vortex , 1984 .

[6]  R. Russell,et al.  New Self-Similar Solutions of the Nonlinear Schrödinger Equation with Moving Mesh Computations , 1999 .

[7]  J. Bell,et al.  Vorticity intensification and transition to turbulence in three-dimensional euler equations , 1992 .

[8]  A. M. Winslow Numerical Solution of the Quasilinear Poisson Equation in a Nonuniform Triangle Mesh , 1997 .

[9]  Pingwen Zhang,et al.  Moving mesh methods in multiple dimensions based on harmonic maps , 2001 .

[10]  Stanley Osher,et al.  Level-Set-Based Deformation Methods for Adaptive Grids , 2000 .

[11]  Robert D. Russell,et al.  Moving Mesh Strategy Based on a Gradient Flow Equation for Two-Dimensional Problems , 1998, SIAM J. Sci. Comput..

[12]  Jerrold Bebernes,et al.  Mathematical Problems from Combustion Theory , 1989 .

[13]  S. Osher,et al.  A Level Set Formulation of Eulerian Interface Capturing Methods for Incompressible Fluid Flows , 1996 .

[14]  Tosio Kato,et al.  Remarks on the breakdown of smooth solutions for the 3-D Euler equations , 1984 .

[15]  Alain Pumir,et al.  Development of singular solutions to the axisymmetric Euler equations , 1992 .

[16]  Steven A. Orszag,et al.  Dynamical aspects of vortex reconnection of perturbed anti-parallel vortex tubes , 1993 .

[17]  Russel E. Caflisch,et al.  Singularity formation for complex solutions of the 3D incompressible Euler equations , 1993 .

[18]  J. E. Castillo 4. Discrete Variational Grid Generation , 1991, Mathematical Aspects of Numerical Grid Generation.

[19]  E. Siggia,et al.  Collapsing solutions to the 3‐D Euler equations , 1990 .

[20]  José E. Castillo,et al.  A Discrete Variational Grid Generation Method , 1991, SIAM J. Sci. Comput..

[21]  Patrick M. Knupp,et al.  Fundamentals of Grid Generation , 2020 .

[22]  A. Majda,et al.  Singular front formation in a model for quasigeostrophic flow , 1994 .

[23]  Grauer,et al.  Numerical computation of 3D incompressible ideal fluids with swirl. , 1991, Physical review letters.

[24]  Keith Miller,et al.  Moving Finite Elements. I , 1981 .

[25]  Michael Selwyn Longuet-Higgins,et al.  The deformation of steep surface waves on water - I. A numerical method of computation , 1976, Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences.

[26]  Robert D. Russell,et al.  Moving Mesh Methods for Problems with Blow-Up , 1996, SIAM J. Sci. Comput..

[27]  A. Friedman,et al.  Blow-up of positive solutions of semilinear heat equations , 1985 .

[28]  J. Brackbill An adaptive grid with directional control , 1993 .

[29]  E. Dorfi,et al.  Simple adaptive grids for 1-d initial value problems , 1987 .

[30]  C. D. Boor,et al.  Good approximation by splines with variable knots. II , 1974 .

[31]  J. Brackbill,et al.  Adaptive zoning for singular problems in two dimensions , 1982 .

[32]  Kai Germaschewski,et al.  ADAPTIVE MESH REFINEMENT FOR SINGULAR SOLUTIONS OF THE INCOMPRESSIBLE EULER EQUATIONS , 1998 .

[33]  P. M. De Zeeuw,et al.  Matrix-dependent prolongations and restrictions in a blackbox multigrid solver , 1990 .

[34]  C. Fefferman,et al.  Geometric constraints on potentially singular solutions for the 3-D Euler equations , 1996 .

[35]  Finite time singularities in ideal fluids with swirl , 1995 .

[36]  The evolution of a turbulent vortex , 1982 .

[37]  Weiqing Ren,et al.  An Iterative Grid Redistribution Method for Singular Problems in Multiple Dimensions , 2000 .

[38]  Robert McDougall Kerr Evidence for a Singularity of the Three Dimensional, Incompressible Euler Equations , 1993 .

[39]  Linda R. Petzold,et al.  Observations on an adaptive moving grid method for one-dimensional systems of partial differential equations , 1987 .

[40]  J. E. Castillo,et al.  A practical guide to direct optimization for planar grid-generation , 1999 .

[41]  C. Greengard,et al.  The vortex ring merger problem at infinite reynolds number , 1989 .

[42]  Pumir,et al.  Finite-time singularities in the axisymmetric three-dimension Euler equations. , 1992, Physical review letters.

[43]  Weizhang Huang,et al.  Moving mesh partial differential equations (MMPDES) based on the equidistribution principle , 1994 .

[44]  Weizhang Huang,et al.  Moving Mesh Methods Based on Moving Mesh Partial Differential Equations , 1994 .

[45]  P. Colella,et al.  Local adaptive mesh refinement for shock hydrodynamics , 1989 .

[46]  Joe F. Thompson,et al.  Numerical grid generation , 1985 .