{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# 2D Stokes Using Firedrake\n",
"\n",
"Copyright (C) 2010-2020 Luke Olson \n",
"Copyright (C) 2020 Andreas Kloeckner\n",
"\n",
"\n",
"MIT License \n",
"Permission is hereby granted, free of charge, to any person obtaining a copy\n",
"of this software and associated documentation files (the \"Software\"), to deal\n",
"in the Software without restriction, including without limitation the rights\n",
"to use, copy, modify, merge, publish, distribute, sublicense, and/or sell\n",
"copies of the Software, and to permit persons to whom the Software is\n",
"furnished to do so, subject to the following conditions:\n",
"\n",
"The above copyright notice and this permission notice shall be included in\n",
"all copies or substantial portions of the Software.\n",
"\n",
"THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n",
"IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n",
"FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE\n",
"AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n",
"LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,\n",
"OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN\n",
"THE SOFTWARE.\n",
" \n",
"\n",
"-----\n",
"\n",
"$$\n",
"\\let\\b=\\boldsymbol\n",
"\\def\\ip#1#2{\\left\\langle #1, #2\\right\\rangle}\n",
"\\begin{eqnarray*}\n",
" \\Delta \\b{u}+ \\nabla p & = & -\\b{f} \\quad (x \\in \\Omega),\\\\\n",
" \\nabla \\cdot \\b{u} & = & 0 \\quad (x \\in \\Omega),\\\\\n",
" \\b{u} & = & \\b{u}_0 \\quad (x \\in \\partial \\Omega) .\n",
"\\end{eqnarray*}\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import numpy.linalg as la\n",
"import firedrake.mesh as fd_mesh\n",
"import matplotlib.pyplot as plt\n",
"\n",
"from firedrake import *"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import meshpy.triangle as triangle\n",
"\n",
"def round_trip_connect(start, end):\n",
" return [(i, i+1) for i in range(start, end)] + [(end, start)]\n",
"\n",
"reentrant_corner = 1\n",
"\n",
"def make_mesh():\n",
" if not reentrant_corner:\n",
" # tube\n",
" points = [\n",
" (-1, -1), \n",
" (1,-1),\n",
" (1, 1),\n",
" (-1, 1)]\n",
" else:\n",
" # reentrant corner\n",
" points = [\n",
" (-1, 0), \n",
" (0,0), \n",
" (0, -1), \n",
" (1,-1),\n",
" (1, 1),\n",
" (-1, 1)]\n",
" \n",
" facets = round_trip_connect(0, len(points)-1)\n",
" # 1 for \"prescribed 0 velocity\"\n",
" # 2 for \"prescribed velocity\"\n",
" facet_markers = [1] * len(facets)\n",
" facet_markers[-1] = 2\n",
" facet_markers[-3] = 3\n",
"\n",
" def needs_refinement(vertices, area):\n",
" bary = np.sum(np.array(vertices), axis=0)/3\n",
" if reentrant_corner:\n",
" max_area = 0.0001 + la.norm(bary, np.inf)*0.01\n",
" else:\n",
" max_area = 0.01\n",
" return bool(area > max_area)\n",
"\n",
" info = triangle.MeshInfo()\n",
" info.set_points(points)\n",
" info.set_facets(facets, facet_markers=facet_markers)\n",
"\n",
" built_mesh = triangle.build(info, refinement_func=needs_refinement)\n",
" plex = fd_mesh._from_cell_list(\n",
" 2, np.array(built_mesh.elements), np.array(built_mesh.points), COMM_WORLD)\n",
"\n",
" import firedrake.cython.dmplex as dmplex\n",
"\n",
" v_start, v_end = plex.getDepthStratum(0) # vertices\n",
" for facet, fmarker in zip(built_mesh.facets, built_mesh.facet_markers):\n",
" vertices = [fvert + v_start for fvert in facet]\n",
" join = plex.getJoin(vertices)\n",
" plex.setLabelValue(dmplex.FACE_SETS_LABEL, join[0], fmarker)\n",
"\n",
" return Mesh(plex)\n",
" \n",
"mesh = make_mesh()\n",
"\n",
"triplot(mesh)\n",
"plt.gca().set_aspect(\"equal\")\n",
"plt.legend()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Choose some function spaces:"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"if 0:\n",
" # \"P1-P1\"\n",
" V = VectorFunctionSpace(mesh, \"CG\", 1)\n",
" W = FunctionSpace(mesh, \"CG\", 1)\n",
"elif 1:\n",
" # MINI\n",
" P1 = FiniteElement(\"CG\", cell=mesh.ufl_cell(), degree=1)\n",
" B = FiniteElement(\"B\", cell=mesh.ufl_cell(), degree=3)\n",
" mini = P1 + B\n",
" V = VectorFunctionSpace(mesh, mini)\n",
" W = FunctionSpace(mesh, 'CG', 1)\n",
"else:\n",
" # Taylor-Hood\n",
" V = VectorFunctionSpace(mesh, \"CG\", 2)\n",
" W = FunctionSpace(mesh, \"CG\", 1)\n",
" \n",
"Z = V * W"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Set up the weak form:\n",
"$$\n",
"\\begin{align*}\n",
" a (\\b{u}, \\b{v}) = \\int_{\\Omega} J_{\\b{u}} : J_{\\b{v}}, \\\\\n",
" b (\\b{v}, q) = \\int_{\\Omega} \\nabla \\cdot \\b{v}q,\n",
"\\end{align*}\n",
"$$\n",
"where $A : B = \\operatorname{tr} (AB^T)$.\n",
"Find $(\\b{u}, p) \\in X \\times M$ so that\n",
"$$\n",
"\\begin{eqnarray*}\n",
" a (\\b{u}, \\b{v}) + b (\\b{v}, p) & = &\n",
" \\ip{\\b{f}}{\\b{v}}_{L^2} \\quad (\\b{v} \\in X),\\\\\n",
" b (\\b{u}, q) & = & 0 \\quad (q \\in M),\n",
"\\end{eqnarray*}\n",
"$$"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"u, p = TrialFunctions(Z)\n",
"v, q = TestFunctions(Z)\n",
"\n",
"a = (inner(grad(u), grad(v)) - p * div(v) + div(u) * q)*dx\n",
"\n",
"L = inner(Constant((0, 0)), v) * dx"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Pick boundary conditions:"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"bcs = [\n",
" DirichletBC(Z.sub(0), Constant((1, 0)), (2,)),\n",
" DirichletBC(Z.sub(0), Constant((0.5 if reentrant_corner else 1, 0)), (3,)),\n",
" DirichletBC(Z.sub(0), Constant((0, 0)), (1,))\n",
"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let the linear solver know about the nullspace:"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"nullspace = MixedVectorSpaceBasis(\n",
" Z, [Z.sub(0), VectorSpaceBasis(constant=True)])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Solve:"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"upsol = Function(Z)\n",
"usol, psol = upsol.split()\n",
"\n",
"solve(a == L, upsol, bcs=bcs,\n",
" nullspace=nullspace,\n",
" solver_parameters={'pc_type': 'fieldsplit',\n",
" 'ksp_rtol': 1e-15,\n",
" 'pc_fieldsplit_type': 'schur',\n",
" 'fieldsplit_schur_fact_type': 'diag',\n",
" 'fieldsplit_0_pc_type': 'redundant',\n",
" 'fieldsplit_0_redundant_pc_type': 'lu',\n",
" 'fieldsplit_1_pc_type': 'none',\n",
" 'ksp_monitor_true_residual': None,\n",
" 'mat_type': 'aij'})"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the velocity:"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(8, 8))\n",
"ax = plt.gca()\n",
"ax.set_aspect(\"equal\")\n",
"triplot(mesh, axes=ax, interior_kw=dict(alpha=0.05))\n",
"quiver(usol, axes=ax)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the pressure and the divergence of $u$:\n"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, '$\\\\nabla\\\\cdot u$')"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"div_usol = project(div(usol), W)\n",
"\n",
"plt.figure(figsize=(12,6))\n",
"plt.subplot(121)\n",
"ax = plt.gca()\n",
"l = tricontourf(psol, axes=ax)\n",
"triplot(mesh, axes=ax, interior_kw=dict(alpha=0.05))\n",
"plt.colorbar(l)\n",
"plt.title(\"Pressure\")\n",
"\n",
"plt.subplot(122)\n",
"ax = plt.gca()\n",
"l = tricontourf(div_usol, axes=ax)\n",
"triplot(mesh, axes=ax, interior_kw=dict(alpha=0.05))\n",
"plt.colorbar(l)\n",
"plt.title(r\"$\\nabla\\cdot u$\")"
]
},
{
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"source": []
}
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