A combined FIC-TDG finite element approach for the numerical solution of coupled advection-diffusion-reaction equations with application to a bioregulatory model for bone fracture healing

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OriginalspracheEnglisch
Seiten (von - bis)301-317
Seitenumfang17
FachzeitschriftInternational Journal for Numerical Methods in Engineering
Jahrgang92
Ausgabenummer3
PublikationsstatusVeröffentlicht - 19 Okt. 2012

Abstract

Numerical schemes for the approximative solution of advection-diffusion-reaction equations are often flawed because of spurious oscillations, caused by steep gradients or dominant advection or reaction. In addition, for strong coupled nonlinear processes, which may be described by a set of hyperbolic PDEs, established time stepping schemes lack either accuracy or stability to provide a reliable solution. In this contribution, an advanced numerical scheme for this class of problems is suggested by combining sophisticated stabilization techniques, namely the finite calculus (FIC-FEM) scheme introduced by Oñate etal. with time-discontinuous Galerkin (TDG) methods. Whereas the former one provides a stabilization technique for the numerical treatment of steep gradients for advection-dominated problems, the latter ensures reliable solutions with regard to the temporal evolution. A brief theoretical outline on the superior behavior of both approaches will be presented and underlined with related computational tests. The performance of the suggested FIC-TDG finite element approach will be discussed exemplarily on a bioregulatory model for bone fracture healing proposed by Geris et al., which consists of at least 12 coupled hyperbolic evolution equations.

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abstract = "Numerical schemes for the approximative solution of advection-diffusion-reaction equations are often flawed because of spurious oscillations, caused by steep gradients or dominant advection or reaction. In addition, for strong coupled nonlinear processes, which may be described by a set of hyperbolic PDEs, established time stepping schemes lack either accuracy or stability to provide a reliable solution. In this contribution, an advanced numerical scheme for this class of problems is suggested by combining sophisticated stabilization techniques, namely the finite calculus (FIC-FEM) scheme introduced by O{\~n}ate etal. with time-discontinuous Galerkin (TDG) methods. Whereas the former one provides a stabilization technique for the numerical treatment of steep gradients for advection-dominated problems, the latter ensures reliable solutions with regard to the temporal evolution. A brief theoretical outline on the superior behavior of both approaches will be presented and underlined with related computational tests. The performance of the suggested FIC-TDG finite element approach will be discussed exemplarily on a bioregulatory model for bone fracture healing proposed by Geris et al., which consists of at least 12 coupled hyperbolic evolution equations.",
keywords = "Advection, Bone fracture healing, Diffusion, Finite calculus, Finite element, Hyperbolic PDE, Reaction, Time-discontinuous Galerkin",
author = "A. Sapotnick and U. Nackenhorst",
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AU - Sapotnick, A.

AU - Nackenhorst, U.

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N2 - Numerical schemes for the approximative solution of advection-diffusion-reaction equations are often flawed because of spurious oscillations, caused by steep gradients or dominant advection or reaction. In addition, for strong coupled nonlinear processes, which may be described by a set of hyperbolic PDEs, established time stepping schemes lack either accuracy or stability to provide a reliable solution. In this contribution, an advanced numerical scheme for this class of problems is suggested by combining sophisticated stabilization techniques, namely the finite calculus (FIC-FEM) scheme introduced by Oñate etal. with time-discontinuous Galerkin (TDG) methods. Whereas the former one provides a stabilization technique for the numerical treatment of steep gradients for advection-dominated problems, the latter ensures reliable solutions with regard to the temporal evolution. A brief theoretical outline on the superior behavior of both approaches will be presented and underlined with related computational tests. The performance of the suggested FIC-TDG finite element approach will be discussed exemplarily on a bioregulatory model for bone fracture healing proposed by Geris et al., which consists of at least 12 coupled hyperbolic evolution equations.

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KW - Advection

KW - Bone fracture healing

KW - Diffusion

KW - Finite calculus

KW - Finite element

KW - Hyperbolic PDE

KW - Reaction

KW - Time-discontinuous Galerkin

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