For convection-diffusion-reaction equations, we are interested in the dynamic diffusion (DD) method, which is free of stabilization parameters and capable of precluding numerical oscillations, and prove the existence and uniqueness of the approximation solution for the DD method by applying the contraction mapping principle. In the energy norm, we propose a residual-type a posteriori error estimator, which is proven to be reliable and efficient, and which is robust when the local Péclet number is not large. Based on the a posteriori estimator, we develop a linearized adaptive DD (LADD) algorithm, and carry out numerical experiments to validate the effectiveness and reliability of the LADD algorithm.
| [1] |
Adams RA. Sobolev Spaces, 1975. New York, Academic Press
|
| [2] |
Arruda, N., Almeida, R., do Carmo, E.G.D.: Dynamic diffusion formulation for advection dominated transport problems. Mech. Comput. 29, 2011–2025 (2010)
|
| [3] |
Berron S. Robustness in a posteriori error analysis for FEM flow models. Numer. Math., 2002, 91: 389-422.
|
| [4] |
Brezzi, F., Russo, A.: Choosing bubbles for advection-diffusion problems. Math. Models Methods Appl. Sci. 4, 571–587 (1994)
|
| [5] |
Brezzi, P., Houston, D.M., Suli, E.: Modeling subgrid viscosity for advection-diffusion problems. Comput. Methods Appl. Mech. Eng. 190, 1601–1610 (2000)
|
| [6] |
Brooks, A.N., Hughes, T.J.R.: Streamline upwind Petrov-Galerkin formulations for convection dominated flows with particular emphasis on the incompressible Navier-Stokes equations. Comput. Methods Appl. Mech. Eng. 32, 199–259 (1982)
|
| [7] |
Cangiani, A.: The residual-free bubble method for problems with multiple scales. PhD thesis, University of Oxford, Oxford (2004)
|
| [8] |
Carey, G.F., Oden, J.T.: Finite Elements: an Introduction. Prentice Hall, Englewood Cliffs (1983)
|
| [9] |
Chalot, F., Marquez, B., Ravachol, M., Ducros, F., Nicoud, F., Poinsot, T.: Consistent finite element approach to large eddy simulation. In: 29th AIAA Fluid Dynamics Conference, Albuquerque, NM, USA (1998)
|
| [10] |
Ciarlet P. The Finite Element Method for Elliptic Problems, 1978. Amsterdam, North Holland
|
| [11] |
Clemént P. Approximation by finite element functions using local regularization. RAIRO Sér. Rouge Anal. Numér., 1975, 2: 77-84
|
| [12] |
Codina, R.: A discontinuity-capturing crosswind-dissipation for the finite element solution of the convection-diffusion equation. Comput. Methods Appl. Mech. Eng. 110, 325–342 (1993)
|
| [13] |
Du, S.H., Hou, Q.Q., Xie, X.P.: A linearized adaptive dynamic diffusion finite element method for convection-diffusion-reaction equations. Ann. Appl. Math. 39, 323–351 (2023)
|
| [14] |
Du, S.H., Zhang, Z.M.: A robust residual-type a posteriori error estimator for convection-diffusion equations. J. Sci. Comput. 65, 138–170 (2015)
|
| [15] |
Franca, L.P., Ramalho, J.V.A., Valentin, F.: Enriched finite element methods for unsteady reaction-diffusion problems. Commun. Numer. Methods Eng. 22, 619–625 (2006)
|
| [16] |
Franca, L.P., Valentin, F.: On an improved unusual stabilized finite element method for the advective-reactive-diffusive equation. Comput. Methods Appl. Mech. Eng. 190, 1785–1800 (2000)
|
| [17] |
Galeaõ, A.C., do Carmo, E.G.D.: A consistent approximate upwind Petrov-Galerkin method for convection-dominated problems. Comput. Methods Appl. Mech. Eng. 68, 83–95 (1988)
|
| [18] |
Girault, V., Raviart, P.A.: Finite Element Methods for Navier-Stokes Equations: Theory and Algorithms. Springer, Berlin, Heidelberg, New York, Tokyo (1986)
|
| [19] |
Guermond JL. Stabilization of Galerkin approximations of transport equation by subgrid modeling. Math. Model. Numer. Anal., 1999, 33: 293-1316.
|
| [20] |
Guermond JL. Subgrid stabilization of Galerkin approximations of linear monotone operators. IMA J. Numer. Anal., 2001, 21: 165-197.
|
| [21] |
Hauke G, García-Olivares A. Variational subgrid scale formulations for the advection-diffusion-reaction equation. Comput. Methods Appl. Mech. Eng., 2001, 190: 6847-6865.
|
| [22] |
Hemker P. A singularly perturbed model problem for numerical computation. J. Comput. Appl. Math., 1996, 76: 277-285.
|
| [23] |
Hou TY, Wu XH. A multiscale finite element method for elliptic problems in composite materials and porous media. Comput. Methods Appl. Mech. Eng., 1997, 134: 169-189
|
| [24] |
Hughes TJR. Multiscale phenomena: Green’s functions, the Dirichlet-to-Neumann formulation, subgrid scale models, bubbles and the origin of stabilized methods. Comput. Methods Appl. Mech. Eng., 1995, 127: 387-401.
|
| [25] |
Hughes, T.J.R., Feijoo, G., Luca, M., Jean-Baptiste, Q.: The variational multiscale method—a paradigm for computational mechanics. Comput. Methods Appl. Mech. Eng. 166, 3–24 (1998)
|
| [26] |
Hughes, T.J.R., Franca, L.P., Hulbert, G.M.: A new finite element formulation for computational fluid dynamics: VIII. The Galerkin-least-squares method for advective-diffusive equations. Comput. Methods Appl. Mech. Eng. 73, 173–189 (1989)
|
| [27] |
Hughes, T.J.R., Mallet, M., Mizukami, A.: A new finite element formulation for computational fluid dynamics: II. Beyond SUPG. Comput. Methods Appl. Mech. Eng. 54, 341–355 (1986)
|
| [28] |
Hughes TJR, Scovazzi G, Franca LP. Multiscale and Stabilized Methods Encyclopedia of Computational Mechanics, 2004. Hoboken, Wiley
|
| [29] |
John, V., Kaya, S., Layton, W.: A two-level variational multiscale method for convection-dominated convection-diffusion equations. Comput. Methods Appl. Mech. Eng. 195, 4594–4603 (2006)
|
| [30] |
John, V., Knobloch, P.: On spurious oscillations at layers diminishing (SOLD) methods for convection-diffusion equations: part I—a review. Comput. Methods Appl. Mech. Eng. 197, 2197–2215 (2007)
|
| [31] |
John, V., Novo, J.: A robust SUPG norm a posteriori error estimator for stationary convection-diffusion equations. Comput. Methods Appl. Mech. Eng. 255, 289–305 (2013)
|
| [32] |
Kunert G. A posteriori error estimation for convection dominated problems on anisotropic meshes. Math. Methods Appl. Sci., 2003, 26: 589-617.
|
| [33] |
Rapin, G., Lube, G.: A stabilized scheme for the Lagrange multiplier method for advection-diffusion equations. Math. Models Methods Appl. Sci. 14, 1035–1060 (2004)
|
| [34] |
Roos HG, Stynes M, Tobiska L. Numerical Methods for Singularly Perturbed Differential Equations: Convection Diffusion and Flow Problems, 1996. New York, Springer.
|
| [35] |
Roos HG, Stynes M, Tobiska L. Finite Element Methods for Flow Problems, 2003. Chichester, Wiley
|
| [36] |
Roos HG, Stynes M, Tobiska L. Robust Numerical Methods for Singularly Perturbed Differential Equations, 2008. Berlin Heidelberg, Springer
|
| [37] |
Sangalli G. A robust a posteriori estimator for the residual free bubbles method applied to advection dominated problems. Numer. Math., 2001, 89: 379-399.
|
| [38] |
Sangalli, G.: Robust a-posteriori estimator for advection-diffusion-reaction problems. Math. Comput. 77, 41–70 (2008)
|
| [39] |
Santos, I.P., Almeida, R.C.: A nonlinear subgrid method for advection-diffusion problems. Comput. Methods Appl. Mech. Eng. 196, 4771–4778 (2007)
|
| [40] |
Santos, I.P., Almeida, R.C., Malta, S.: Numerical analysis of the nonlinear subgrid scale method. Comput. Appl. Math. 31, 473–503 (2012)
|
| [41] |
Santos IP, Malta SMC, Valli AMP, Catabriga L, Almeida RC. Convergence analysis of a new dynamic diffusion method. Comput. Appl. Math., 2021, 98: 1-9.
|
| [42] |
Valli, A.M.P., Almeida, R.C., Santos, I.P., Catabriga, L., Malta, S.M.C., Coutinho, A.L.G.A.: A parameter-free dynamic diffusion method for advection-diffusion-reaction problems. Comput. Math. Appl. 75, 307–321 (2018)
|
| [43] |
Verfürth, R.: A posteriori error estimators for convection-diffusion equations. Numer. Math. 80, 641–663 (1998)
|
| [44] |
Verfürth, R.: Robust a posteriori error estimates for stationary convection-diffusion equations. SIAM J. Numer. Anal. 43, 1766–1782 (2005)
|
Funding
The Scientific and Technological Research Program of Chongqing Municipal Education(KJZD-M202300705)
The Natural Science Foundation of Chongqing(CSTB2025NSCQ-GPX0873)
RIGHTS & PERMISSIONS
Shanghai University