Discontinuous Galerkin methods for 3D-1D systems
Abstract: We propose and analyze discontinuous Galerkin (dG) approximations to 3D-1D coupled systems which model diffusion in a 3D domain containing a small inclusion reduced to its 1D centerline. Convergence to weak solutions of a steady state problem is established via deriving a posteriori error estimates and bounds on residuals defined with suitable lift operators. For the time dependent problem, a backward Euler dG formulation is also presented and analysed. Further, we propose a dG method for networks embedded in 3D domains, which is, up to jump terms, locally mass conservative on bifurcation points. Numerical examples in idealized geometries portray our theoretical findings, and simulations in realistic 1D networks show the robustness of our method.
- The FEniCS project version 1.5. Archive of Numerical Software, 3(100), 2015.
- Graded mesh refinement and error estimates for finite element solutions of elliptic boundary value problems in non-smooth domains. Mathematical Methods in the Applied Sciences, 19(1):63–85, 1996.
- A computational model of drug delivery through microcirculation to compare different tumor treatments. International Journal for Numerical Methods in Biomedical Engineering, 30(11):1347–1371, 2014.
- Carlo D’Angelo. Multiscale modelling of metabolism and transport phenomena in living tissues. Technical report, EPFL, 2007.
- Carlo D’Angelo. Finite element approximation of elliptic problems with Dirac measure terms in weighted spaces: applications to one-and three-dimensional coupled problems. SIAM Journal on Numerical Analysis, 50(1):194–215, 2012.
- On the coupling of 1D and 3D diffusion-reaction equations: application to tissue perfusion problems. Mathematical Models and Methods in Applied Sciences, 18(08):1481–1504, 2008.
- Mathematical Aspects of Discontinuous Galerkin Methods, volume 69. Springer Science & Business Media, 2011.
- A weighted setting for the numerical approximation of the Poisson problem with singular sources. SIAM Journal on Numerical Analysis, 58(1):590–606, 2020.
- A hybrid-dG method for singularly perturbed convection-diffusion equations on pipe networks. ESAIM: Mathematical Modelling and Numerical Analysis, 57(4):2077–2095, 2023.
- Discretization of Dirac delta functions in level set methods. Journal of Computational Physics, 207(1):28–51, 2005.
- Strong convergence of discrete DG solutions of the heat equation. Journal of Numerical Mathematics, 24(4):235–252, 2016.
- A singularity removal method for coupled 1D–3D flow models. Computational Geosciences, 24(2):443–457, 2020.
- A mixed approach to the Poisson problem with line sources. SIAM Journal on Numerical Analysis, 59(2):1117–1139, 2021.
- Network-driven anomalous transport is a fundamental component of brain microvascular dysfunction. Nature Communications, 12(1):7295, 2021.
- Thirupathi Gudi. A new error analysis for discontinuous finite element methods for linear elliptic problems. Mathematics of Computation, 79(272):2169–2189, 2010.
- A posteriori error estimates for a discontinuous Galerkin approximation of second-order elliptic problems. SIAM Journal on Numerical Analysis, 41(6):2374–2399, 2003.
- T Köppl and Barbara Wohlmuth. Optimal a priori error estimates for an elliptic problem with Dirac right-hand side. SIAM Journal on Numerical Analysis, 52(4):1753–1769, 2014.
- Mathematical modeling, analysis and numerical approximation of second-order elliptic problems with inclusions. Mathematical Models and Methods in Applied Sciences, 28(05):953–978, 2018.
- Miroslav Kuchta. Assembly of multiscale linear PDE operators. In Numerical Mathematics and Advanced Applications ENUMATH 2019: European Conference, Egmond aan Zee, The Netherlands, September 30-October 4, pages 641–650. Springer, 2020.
- Analysis and approximation of mixed-dimensional PDEs on 3D-1D domains coupled with Lagrange multipliers. SIAM Journal on Numerical Analysis, 59(1):558–582, 2021.
- Derivation and analysis of coupled PDEs on manifolds with high dimensionality gap arising from topological model reduction. ESAIM: Mathematical Modelling and Numerical Analysis, 53(6):2047–2080, 2019.
- Automated solution of differential equations by the finite element method: The FEniCS book, volume 84. Springer Science & Business Media, 2012.
- Groundwater flow modeling in karst aquifers: Coupling 3D matrix and 1D conduit flow via control volume isogeometric analysis—experimental verification with a 3D physical model. Water, 10(12):1787, 2018.
- Discontinuous Galerkin approximations to elliptic and parabolic problems with a Dirac line source. ESAIM: Mathematical Modelling and Numerical Analysis, 57(2):585–620, 2023.
- The modelling error in multi-dimensional time-dependent solute transport models. arXiv preprint arXiv:2303.17999, 2023.
- Numerical simulations of the microvascular fluid balance with a non-linear model of the lymphatic system. Microvascular Research, 122:101–110, 2019.
- Béatrice Rivière. Discontinuous Galerkin methods for solving elliptic and parabolic equations: theory and implementation. SIAM, 2008.
- Modeling of the contrast-enhanced perfusion test in liver based on the multi-compartment flow in porous media. Journal of Mathematical Biology, 77(2):421–454, 2018.
- Finite element interpolation of nonsmooth functions satisfying boundary conditions. Mathematics of Computation, 54(190):483–493, 1990.
- Rüdiger Verfürth. A review of a posteriori error estimation techniques for elasticity problems. Computer Methods in Applied Mechanics and Engineering, 176(1-4):419–440, 1999.
- Brain solute transport is more rapid in periarterial than perivenous spaces. Scientific Reports, 11(1):1–11, 2021.
- An unfitted hp-interface penalty finite element method for elliptic interface problems. Journal of Computational Mathematics, 37(3):316, 2019.
Paper Prompts
Sign up for free to create and run prompts on this paper using GPT-5.
Top Community Prompts
Collections
Sign up for free to add this paper to one or more collections.