Abstract
In two-dimensional bounded Lipschitz domains, we analyze a convective Brinkman–Forchheimer problem on the weighted spaces \({{\textbf {H}}}_0^1(\omega ,\varOmega ) \times L^2(\omega ,\varOmega )/{\mathbb {R}}\), where \(\omega \) belongs to the Muckenhoupt class \(A_2\). Under a suitable smallness assumption, we prove the existence and uniqueness of a solution. We propose a finite element method and obtain a quasi-best approximation result in the energy norm à la Céa under the assumption that \(\varOmega \) is convex. We also develop an a posteriori error estimator and study its reliability and efficiency properties. Finally, we develop an adaptive method that yields optimal experimental convergence rates for the numerical examples we perform.
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The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Acosta, G., Durán, R.G.: Divergence Operator and Related Inequalities. Springer Briefs in Mathematics. Springer, New York (2017). https://doi.org/10.1007/978-1-4939-6985-2
Agnelli, J.P., Garau, E.M., Morin, P.: A posteriori error estimates for elliptic problems with Dirac measure terms in weighted spaces. ESAIM Math. Model. Numer. Anal. 48(6), 1557–1581 (2014). https://doi.org/10.1051/m2an/2014010
Aimar, H., Carena, M., Durán, R., Toschi, M.: Powers of distances to lower dimensional sets as Muckenhoupt weights. Acta Math. Hungar. 143(1), 119–137 (2014). https://doi.org/10.1007/s10474-014-0389-1
Allendes, A., Campaña, G., Fuica, F., Otárola, E.: Darcy’s problem coupled with the heat equation under singular forcing: analysis and discretization. IMA J. Numer. Anal. (2024). https://doi.org/10.1093/imanum/drad094
Allendes, A., Campaña, G., Otárola, E.: Numerical discretization of a Darcy–Forchheimer problem coupled with a singular heat equation. SIAM J. Sci. Comput. 45(5), A2755–A2780 (2023). https://doi.org/10.1137/22M1536340
Allendes, A., Otárola, E., Salgado, A.J.: A posteriori error estimates for the Stokes problem with singular sources. Comput. Methods Appl. Mech. Eng. 345, 1007–1032 (2019). https://doi.org/10.1016/j.cma.2018.11.004
Allendes, A., Otárola, E., Salgado, A.J.: A posteriori error estimates for the stationary Navier–Stokes equations with Dirac measures. SIAM J. Sci. Comput. 42(3), A1860–A1884 (2020). https://doi.org/10.1137/19M1292436
Allendes, A., Otárola, E., Salgado, A.J.: The stationary Boussinesq problem under singular forcing. Math. Models Methods Appl. Sci. 31(4), 789–827 (2021). https://doi.org/10.1142/S0218202521500196
Almonacid, J.A., Díaz, H.S., Gatica, G.N., Márquez, A.: A fully mixed finite element method for the coupling of the Stokes and Darcy–Forchheimer problems. IMA J. Numer. Anal. 40(2), 1454–1502 (2020). https://doi.org/10.1093/imanum/dry099
Amestoy, P., Duff, I., L’Excellent, J.Y.: Multifrontal parallel distributed symmetric and unsymmetric solvers. Comput. Methods Appl. Mech. Eng. 184(2), 501–520 (2000). https://doi.org/10.1016/S0045-7825(99)00242-X
Amestoy, P.R., Duff, I.S., L’Excellent, J.Y., Koster, J.: A fully asynchronous multifrontal solver using distributed dynamic scheduling. SIAM J. Matrix Anal. Appl. 23(1), 15–41 (2001). https://doi.org/10.1137/S0895479899358194. ((electronic))
Ayachit, U.: The ParaView Guide: A Parallel Visualization Application. Kitware Inc, Clifton Park (2015)
Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods. Texts in Applied Mathematics, vol. 15, 3rd edn. Springer, New York (2008)
Bulíček, M., Burczak, J., Schwarzacher, S.: A unified theory for some non-Newtonian fluids under singular forcing. SIAM J. Math. Anal. 48(6), 4241–4267 (2016)
Casas, E., Kunisch, K.: Optimal control of the two-dimensional stationary Navier–Stokes equations with measure valued controls. SIAM J. Control Optim. 57(2), 1328–1354 (2019). https://doi.org/10.1137/18M1185582
Caucao, S., Discacciati, M., Gatica, G.N., Oyarzúa, R.: A conforming mixed finite element method for the Navier–Stokes/Darcy–Forchheimer coupled problem. ESAIM Math. Model. Numer. Anal. 54(5), 1689–1723 (2020). https://doi.org/10.1051/m2an/2020009
Caucao, S., Esparza, J.: An augmented mixed FEM for the convective Brinkman–Forchheimer problem: a priori and a posteriori error analysis. J. Comput. Appl. Math. 438, 115517 (2024). https://doi.org/10.1016/j.cam.2023.115517
Caucao, S., Gatica, G.N., Gatica, L.F.: A Banach spaces-based mixed finite element method for the stationary convective Brinkman–Forchheimer problem. Calcolo 60(4), 51 (2023). https://doi.org/10.1007/s10092-023-00544-2
Ciarlet, P.G.: The Finite Element Method for Elliptic Problems. SIAM, Philadelphia (2002)
Cocquet, P.H., Rakotobe, M., Ramalingom, D., Bastide, A.: Error analysis for the finite element approximation of the Darcy–Brinkman–Forchheimer model for porous media with mixed boundary conditions. J. Comput. Appl. Math. 381, 113008 (2021). https://doi.org/10.1016/j.cam.2020.113008
Cruz-Uribe, D.V., Martell, J.M., Pérez, C.: Weights, Extrapolation and the Theory of Rubio de Francia, Operator Theory: Advances and Applications, vol 215. Birkhäuser/Springer Basel AG, Basel (2011). https://doi.org/10.1007/978-3-0348-0072-3
Duoandikoetxea, J.: Fourier Analysis, Graduate Studies in Mathematics, vol 29. American Mathematical Society, Providence, RI (2001). https://doi.org/10.1090/gsm/029. Translated and revised from the 1995 Spanish original by David Cruz-Uribe
Durán, R.G., López García, F.: Solutions of the divergence and Korn inequalities on domains with an external cusp. Ann. Acad. Sci. Fenn. Math. 35(2), 421–438 (2010). https://doi.org/10.5186/aasfm.2010.3527
Durán, R.G., Otárola, E., Salgado, A.J.: Stability of the Stokes projection on weighted spaces and applications. Math. Comput. 89(324), 1581–1603 (2020). https://doi.org/10.1090/mcom/3509
Ern, A., Guermond, J.L.: Theory and Practice of Finite Elements, Applied Mathematical Sciences, vol. 159. Springer, New York (2004)
Fabes, E.B., Kenig, C.E., Serapioni, R.P.: The local regularity of solutions of degenerate elliptic equations. Commun. Partial Differ. Equ. 7(1), 77–116 (1982). https://doi.org/10.1080/03605308208820218
Fairag, F.A., Audu, J.D.: Two-level Galerkin mixed finite element method for Darcy–Forchheimer model in porous media. SIAM J. Numer. Anal. 58(1), 234–253 (2020). https://doi.org/10.1137/17M1158161
Farwig, R., Sohr, H.: Weighted \(L^q\)-theory for the Stokes resolvent in exterior domains. J. Math. Soc. Japan 49(2), 251–288 (1997). https://doi.org/10.2969/jmsj/04920251
Forchheimer, P.: Wasserbewegung durch boden. Z. Ver. Deutsch Ing. 45, 1782–1788 (1901)
Fuica, F., Lepe, F., Otárola, E., Quero, D.: An optimal control problem for the Navier–Stokes equations with point sources. J. Optim. Theory Appl. 196(2), 590–616 (2023). https://doi.org/10.1007/s10957-022-02148-2
Fuica, F., Otárola, E., Quero, D.: Error estimates for optimal control problems involving the Stokes system and Dirac measures. Appl. Math. Optim. 84(2), 1717–1750 (2021). https://doi.org/10.1007/s00245-020-09693-0
Gilbarg, D., Trudinger, N.S.: Elliptic Partial Differential Equations of Second Order. Classics in Mathematics. Springer, Berlin (2001). (Reprint of the 1998 edition)
Girault, V., Wheeler, M.F.: Numerical discretization of a Darcy–Forchheimer model. Numer. Math. 110(2), 161–198 (2008). https://doi.org/10.1007/s00211-008-0157-7
Gol’dshtein, V., Ukhlov, A.: Weighted Sobolev spaces and embedding theorems. Trans. Am. Math. Soc. 361(7), 3829–3850 (2009). https://doi.org/10.1090/S0002-9947-09-04615-7
Guo, Z., Zhao, T.: A lattice Boltzmann model for convection heat transfer in porous media. Numer. Heat Transf. Part B 47(2), 157–177 (2005)
Haroske, D.D., Skrzypczak, L.: Entropy and approximation numbers of embeddings of function spaces with Muckenhoupt weights, II. General weights. Ann. Acad. Sci. Fenn. Math. 36(1), 111–138 (2011). https://doi.org/10.5186/aasfm.2011.3607
Heinonen, J., Kilpeläinen, T., Martio, O.: Nonlinear Potential Theory of Degenerate Elliptic Equations. Dover Publications, Inc., Mineola, NY (2006). Unabridged republication of the 1993 original
Joseph, D.D., Nield, D.A., Papanicolaou, G.: Nonlinear equation governing flow in a saturated porous medium. Water Resour. Res. 18(4), 1049–1052 (1982). https://doi.org/10.1029/WR018i004p01049
Kozlov, V.A., Maz’ya, V.G., Rossmann, J.: Elliptic Boundary Value Problems in Domains with Point Singularities, Mathematical Surveys and Monographs, vol. 52. American Mathematical Society, Providence, RI (1997). https://doi.org/10.1090/surv/052
Lacouture, L.: A numerical method to solve the stokes problem with a punctual force in source term. C. R. Mécanique 343(3), 187–191 (2015). https://doi.org/10.1016/j.crme.2014.09.008
Liu, D., Li, K.: Mixed finite element for two-dimensional incompressible convective Brinkman–Forchheimer equations. Appl. Math. Mech. (Engl. Ed.) 40(6), 889–910 (2019). https://doi.org/10.1007/s10483-019-2487-9
Muckenhoupt, B.: Weighted norm inequalities for the Hardy maximal function. Trans. Am. Math. Soc. 165, 207–226 (1972). https://doi.org/10.2307/1995882
Nochetto, R.H., Otárola, E., Salgado, A.J.: Piecewise polynomial interpolation in Muckenhoupt weighted Sobolev spaces and applications. Numer. Math. 132(1), 85–130 (2016). https://doi.org/10.1007/s00211-015-0709-6
Otárola, E., Salgado, A.J.: The Poisson and Stokes problems on weighted spaces in Lipschitz domains and under singular forcing. J. Math. Anal. Appl. 471(1–2), 599–612 (2019). https://doi.org/10.1016/j.jmaa.2018.10.094
Otárola, E., Salgado, A.J.: A weighted setting for the stationary Navier Stokes equations under singular forcing. Appl. Math. Lett. 99, 105933 (2020). https://doi.org/10.1016/j.aml.2019.06.004
Otárola, E., Salgado, A.J.: On the analysis and approximation of some models of fluids over weighted spaces on convex polyhedra. Numer. Math. 151(1), 185–218 (2022). https://doi.org/10.1007/s00211-022-01272-5
Pan, H., Rui, H.: Mixed element method for two-dimensional Darcy–Forchheimer model. J. Sci. Comput. 52(3), 563–587 (2012). https://doi.org/10.1007/s10915-011-9558-3
Rui, H., Pan, H.: A block-centered finite difference method for the Darcy–Forchheimer model. SIAM J. Numer. Anal. 50(5), 2612–2631 (2012). https://doi.org/10.1137/110858239
Russo, A., Starita, G.: On the existence of steady-state solutions to the Navier–Stokes system for large fluxes. Ann. Sc. Norm. Super. Pisa Cl. Sci. (5) 7(1), 171–180 (2008)
Sayah, T.: A posteriori error estimates for the Brinkman–Darcy–Forchheimer problem. Comput. Appl. Math. 40(7), 1–38 (2021). https://doi.org/10.1007/s40314-021-01647-8
Schumacher, K.: Solutions to the equation \({\rm div}\,u=f\) in weighted Sobolev spaces. In: Parabolic and Navier–Stokes Equations. Part 2, Banach Center Publ., vol. 81, pp. 433–440. Polish Acad. Sci. Inst. Math., Warsaw (2008). https://doi.org/10.4064/bc81-0-26
Schumacher, K.: The stationary Navier–Stokes equations in weighted Bessel-potential spaces. J. Math. Soc. Japan 61(1), 1–38 (2009)
Shenoy, A.: Non-Newtonian Fluid Heat Transfer in Porous Media, pp. 101–190. Elsevier, Amsterdam (1994). https://doi.org/10.1016/S0065-2717(08)70233-8
Torchinsky, A.: Real-Variable Methods in Harmonic Analysis. Pure and Applied Mathematics, vol. 123. Academic Press Inc, Orlando (1986)
Turesson, B.O.: Nonlinear Potential Theory and Weighted Sobolev Spaces. Lecture Notes in Mathematics, vol. 1736. Springer, Berlin (2000)
Vafai, K., Kim, S.: On the limitations of the Brinkman–Forchheimer-extended Darcy equation. Int. J. Heat Fluid Flow 16(1), 11–15 (1995). https://doi.org/10.1016/0142-727X(94)00002-T
Vafai, K., Tien, C.: Boundary and inertia effects on flow and heat transfer in porous media. Int. J. Heat Mass Transf. 24(2), 195–203 (1981). https://doi.org/10.1016/0017-9310(81)90027-2
Varsakelis, C., Papalexandris, M.V.: On the well-posedness of the Darcy–Brinkman–Forchheimer equations for coupled porous media-clear fluid flow. Nonlinearity 30(4), 1449–1464 (2017). https://doi.org/10.1088/1361-6544/aa5ecf
Zhao, C., You, Y.: Approximation of the incompressible convective Brinkman–Forchheimer equations. J. Evol. Equ. 12(4), 767–788 (2012). https://doi.org/10.1007/s00028-012-0153-3
Funding
AA is partially supported by ANID through FONDECYT project 1210729. GC is partially supported by ANID–Subdirección de Capital Humano/Doctorado Nacional/2020-21200920. EO is partially supported by ANID through FONDECYT project 1220156.
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Allendes, A., Campaña, G. & Otárola, E. Finite Element Discretizations of a Convective Brinkman–Forchheimer Model Under Singular Forcing. J Sci Comput 99, 58 (2024). https://doi.org/10.1007/s10915-024-02513-5
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DOI: https://doi.org/10.1007/s10915-024-02513-5
Keywords
- Convective Brinkman–Forchheimer problem
- Nonlinear equations
- Dirac measures
- Muckenhoupt weights
- Finite element methods
- A posteriori error estimates
- Adaptive methods