{ "cells": [ { "cell_type": "markdown", "id": "24611738", "metadata": {}, "source": [ "# Mixed-dimensional problem" ] }, { "cell_type": "markdown", "id": "4a775144", "metadata": {}, "source": [ "A strength of Dune-MMesh is its application to mixed-dimensional problems.\n", "So, let us consider a mixed-dimensional Burger's equation on a domain with a lower-dimensional interface $\\Gamma$ that represents a physical domain with aperture $d > 0$.\n", "\n", "Find $u, u_\\Gamma$ s.t\n", "\\begin{align}\n", "\\renewcommand{\\jump}[1]{[\\mskip-5mu[ #1 ]\\mskip-5mu]}\n", "u_t + \\operatorname{div} \\mathbf{F}(u) &= 0, &&\\quad \\text{in } \\Omega, \\\\\n", "(d u_\\Gamma)_t + \\operatorname{div} c \\mathbf{F}(u_\\Gamma) &= \\jump{\\mathbf{F}(u) \\cdot \\mathbf{n}}, &&\\quad \\text{in } \\Gamma,\n", "\\end{align}\n", "where $\\mathbf{F}(u) = \\frac{1}{2} u^2 \\mathbf{a}$ with $\\mathbf{a} = [1,0]^T$ and $c > 0$ is a speed scaling for the interface problem.\n", "\n", "We impose the interior boundary condition for the bulk problem\n", "\\begin{align}\n", "F(u) &= F(u_\\Gamma), \\quad \\text{on } \\Gamma, \\\\\n", "\\end{align}\n", "and consider inflow from left on the [T-junction](grids/tjunction.rst) grid." ] }, { "cell_type": "code", "execution_count": 1, "id": "cac9d1a3", "metadata": {}, "outputs": [], "source": [ "from dune.grid import reader\n", "from dune.mmesh import mmesh\n", "\n", "file = \"grids/tjunction.msh\"\n", "\n", "gridView = mmesh((reader.gmsh, file), 2)\n", "igridView = gridView.hierarchicalGrid.interfaceGrid" ] }, { "cell_type": "code", "execution_count": 2, "id": "eeaccb7c", "metadata": {}, "outputs": [], "source": [ "from ufl import *\n", "from dune.ufl import Constant\n", "\n", "d = Constant(0.01, name=\"d\")\n", "a = as_vector([1, 0])\n", "c = Constant(100, name=\"c\")\n", "\n", "def F(u):\n", " return 0.5 * u**2 * a\n", "\n", "def upwind(u_l, u_r, n):\n", " return inner( conditional( inner(a, n) > 0, F(u_l), F(u_r) ), n )\n", "\n", "dt = 0.25\n", "tau = Constant(dt, name=\"tau\")" ] }, { "cell_type": "markdown", "id": "44b8e4bf", "metadata": {}, "source": [ "## Bulk problem\n", "\n", "We use a finite volume space and define the UFL form of the bulk problem. Hereby, we used the interface indicator `I` to distinguish between interface and non-interface facets." ] }, { "cell_type": "code", "execution_count": 3, "id": "e02a978f", "metadata": {}, "outputs": [], "source": [ "from dune.fem.space import finiteVolume\n", "space = finiteVolume(gridView)\n", "\n", "u = TrialFunction(space)\n", "uu = TestFunction(space)\n", "\n", "x = SpatialCoordinate(space)\n", "n = FacetNormal(space)\n", "\n", "left = conditional(x[0] < 1e-6, 1, 0)\n", "uD = 1\n", "\n", "uh = space.interpolate(0, name=\"uh\")\n", "uhOld = uh.copy()\n", "\n", "from dune.mmesh import interfaceIndicator\n", "I = interfaceIndicator(igridView)\n", "\n", "A = (u - uhOld) * uu * dx\n", "A += tau * upwind(u('+'), u('-'), n('+')) * jump(uu) * (1-I)*dS\n", "A += tau * upwind(u, uD, n) * uu * left * ds" ] }, { "cell_type": "markdown", "id": "e297b194", "metadata": {}, "source": [ "## Interface problem\n", "\n", "Similarly, we define the UFL form of the interface problem." ] }, { "cell_type": "code", "execution_count": 4, "id": "4892ee42", "metadata": {}, "outputs": [], "source": [ "ispace = finiteVolume(igridView)\n", "\n", "u_g = TrialFunction(ispace)\n", "uu_g = TestFunction(ispace)\n", "\n", "n_g = FacetNormal(ispace)\n", "\n", "uh_g = ispace.interpolate(0, name=\"uh_g\")\n", "uhOld_g = uh_g.copy()\n", "\n", "A_g = d * (u_g - uhOld_g) * uu_g * dx\n", "A_g += tau * c * upwind(u_g('+'), u_g('-'), n_g('+')) * jump(uu_g) * dS" ] }, { "cell_type": "markdown", "id": "cf61dedb", "metadata": {}, "source": [ "## Coupling condition\n", "\n", "The coupling condition can be incorporated using the trace and skeleton functionality." ] }, { "cell_type": "code", "execution_count": 5, "id": "3c32c939", "metadata": {}, "outputs": [], "source": [ "from dune.mmesh import skeleton, trace, normals\n", "\n", "u_gamma = avg(skeleton(uh_g))\n", "\n", "A += tau * upwind(u('+'), u_gamma, n('+')) * uu('+') * I*dS\n", "A += tau * upwind(u('-'), u_gamma, n('-')) * uu('-') * I*dS\n", "\n", "\n", "traceu = trace(uh)\n", "inormal = normals(igridView)\n", "\n", "A_g -= tau * upwind(traceu('+'), u_g, -inormal) * uu_g * dx\n", "A_g -= tau * upwind(traceu('-'), u_g, -inormal) * uu_g * dx" ] }, { "cell_type": "markdown", "id": "6479b5d6", "metadata": {}, "source": [ "## Monolithic solution strategy\n", "\n", "Dune-MMesh provides coupled solution strategies to solve bulk and interface schemes together, either iteratively or monolithically. Here, we choose the monolithicSolve method that implements a mixed-dimensional Newton method." ] }, { "cell_type": "code", "execution_count": 6, "id": "b98426df", "metadata": {}, "outputs": [], "source": [ "from dune.fem.scheme import galerkin\n", "scheme = galerkin([A == 0])\n", "scheme_g = galerkin([A_g == 0])\n", "\n", "from dune.mmesh import monolithicSolve\n", "def solve():\n", " uhOld.assign(uh)\n", " uhOld_g.assign(uh_g)\n", " monolithicSolve(schemes=(scheme, scheme_g), targets=(uh, uh_g), verbose=False)" ] }, { "cell_type": "code", "execution_count": 7, "id": "a7756a28", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "from dune.fem.plotting import plotPointData as plot\n", "\n", "fig, axs = plt.subplots(1, 4, figsize=(20,5))\n", "\n", "for i in range(4):\n", " solve()\n", "\n", " plot(uh, figure=(fig, axs[i]), gridLines=None, clim=[0,1])\n", " plot(uh_g, figure=(fig, axs[i]), linewidth=0.04, clim=[0,1], colorbar=None)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 5 }