Abstract
In this article we present a Radial Basis Function (RBF)-Finite Difference (FD) level set based method for the numerical solution of partial differential equations (PDEs) of the reaction-diffusion-convection type on an evolving-in-time hypersurface Γ(t). In a series of numerical experiments we study the accuracy and robustness of the proposed scheme and demonstrate that the method is applicable to practical models.
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References
G.A. Barnett, N. Flyer, L.J. Wicker, Numerical methods for high dimensional Hamilton-Jacobi equations using radial basis functions. J. Comput. Phys. 196(1), 327–347 (2004)
G.A. Barnett, N. Flyer, L.J. Wicker, An RBF-FD polynomial method based on polyharmonic splines for the Navier-Stokes equations: comparisons on different node layouts (2015). arXiv:1509.02615
O. Davydov, D.T. Oanh, Adaptive meshless centres and RBF stencils for Poisson equation. J. Comput. Phys. 230, 287–304 (2011)
O. Davydov, D.T. Oanh, On optimal shape parameter for Gaussian RBF-FD approximation of Poisson equation. Comput. Math. Appl. 62, 2143–2161 (2011)
O. Davydov, R. Schaback, Error bounds for kernel-based numerical differentiation. Numer. Math. 132, 243–269 (2016)
G. Dziuk, C.M. Elliott, An Eulerian approach to transport and diffusion on evolving implicit surfaces. Comput. Vis. Sci. 13, 17–28 (2010)
G. Dziuk, C.M. Elliott, A fully discrete evolving surface finite element method. SIAM J. Numer. Anal. 50(5), 2677–269 (2012)
G. Dziuk, C.M. Elliott, Finite element method for surface PDEs. Acta Numer. 50(22), 289–396 (2013)
C.M. Elliott, B. Stinner, C. Venkataraman, Modelling cell motility and chemotaxis with evolving surface finite elements. J. R. Soc. Interface 9(76), 3027–3044 (2012)
G.E. Fasshauer, Meshfree approximation methods with Matlab, in Interdisciplinary Mathematical Sciences, vol. 6 (World Scientific Publishers, Singapore, 2007)
N. Flyer, B. Fornberg, V. Bayona, G.A. Barnett, On the role of polynomials in RBF-FD approximations: I. Interpolation and accuracy. J. Comput. Phys. 321, 21–38 (2016)
B. Fornberg, E. Larsson, N. Flyer, Stable computations with Gaussian radial basis functions. SIAM J. Sci. Comput. 33, (2), 869–889 (2011)
E.J. Fuselier, G.B. Wright, A high-order kernel method for diffusion and reaction-diffusion equations on surfaces. J. Sci. Comput. 56(3), 535–565 (2013)
D. Kuzmin, Explicit and implicit FEM-FCT algorithms with flux linearization. J. Comput. Phys. 228, 2517–2534 (2009)
D. Kuzmin, M. Möller, Algebraic flux correction I. Scalar conservation laws, in Flux-Corrected Transport: Principles, Algorithms and Applications (Springer, Berlin, 2005), pp. 155–206
D. Kuzmin, S. Turek, Flux correction tools for finite elements. J. Comput. Phys. 175, 525–558 (2002)
E. Larsson, E. Lehto, A. Heryudono, B. Fornberg, Stable computation of differentiation matrices and scattered node stencils based on Gaussian radial basis functions. SIAM J. Sci. Comput. 35(4), A2096–A2119 (2013)
D.T. Oanh, O. Davydov, H.X. Phu, Adaptive RBF-FD method for elliptic problems with point singularities in 2D. Appl. Math. Comput. 313, 474–497 (2017)
M.A. Olshanskii, A. Reusken, J. Grande, A finite element method for elliptic equations on surfaces. SIAM J. Numer. Anal. 47(5), 3339–335 (2009)
M.A. Olshanskii, A. Reusken, X. Xu, An Eulerian space-time finite element method for diffusion problems on evolving surfaces. SIAM J. Numer. Anal. 52(3), 1354–1377 (2014)
A. Rätz, A. Voigt, PDE’s on surfaces — a diffuse interface approach. Commun. Math. Sci. 4(3), 575–590 (2006)
V. Shankar, G.B. Wright, R.M. Kirby, A.L. Fogelson, A radial basis function (RBF)-Finite Difference (FD) method for diffusion and reaction-diffusion equations on surfaces. J. Sci. Comput. 63(3), 745–768 (2015)
A. Sokolov, R. Ali, S. Turek, An AFC-stabilized implicit finite element method for partial differential equations on evolving-in-time surfaces. J. Comput. Appl. Math. 289, 101–115 (2006)
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Sokolov, A., Davydov, O., Turek, S. (2019). Numerical Study of the RBF-FD Level Set Based Method for Partial Differential Equations on Evolving-in-Time Surfaces. In: Griebel, M., Schweitzer, M. (eds) Meshfree Methods for Partial Differential Equations IX. IWMMPDE 2017. Lecture Notes in Computational Science and Engineering, vol 129. Springer, Cham. https://doi.org/10.1007/978-3-030-15119-5_7
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DOI: https://doi.org/10.1007/978-3-030-15119-5_7
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