{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Fluid Dynamics\n", "==============\n", "\n", "*Important:* Please read the [installation page](http://gpeyre.github.io/numerical-tours/installation_python/) for details about how to install the toolboxes.\n", "$\\newcommand{\\dotp}[2]{\\langle #1, #2 \\rangle}$\n", "$\\newcommand{\\enscond}[2]{\\lbrace #1, #2 \\rbrace}$\n", "$\\newcommand{\\pd}[2]{ \\frac{ \\partial #1}{\\partial #2} }$\n", "$\\newcommand{\\umin}[1]{\\underset{#1}{\\min}\\;}$\n", "$\\newcommand{\\umax}[1]{\\underset{#1}{\\max}\\;}$\n", "$\\newcommand{\\umin}[1]{\\underset{#1}{\\min}\\;}$\n", "$\\newcommand{\\uargmin}[1]{\\underset{#1}{argmin}\\;}$\n", "$\\newcommand{\\norm}[1]{\\|#1\\|}$\n", "$\\newcommand{\\abs}[1]{\\left|#1\\right|}$\n", "$\\newcommand{\\choice}[1]{ \\left\\{ \\begin{array}{l} #1 \\end{array} \\right. }$\n", "$\\newcommand{\\pa}[1]{\\left(#1\\right)}$\n", "$\\newcommand{\\diag}[1]{{diag}\\left( #1 \\right)}$\n", "$\\newcommand{\\qandq}{\\quad\\text{and}\\quad}$\n", "$\\newcommand{\\qwhereq}{\\quad\\text{where}\\quad}$\n", "$\\newcommand{\\qifq}{ \\quad \\text{if} \\quad }$\n", "$\\newcommand{\\qarrq}{ \\quad \\Longrightarrow \\quad }$\n", "$\\newcommand{\\ZZ}{\\mathbb{Z}}$\n", "$\\newcommand{\\CC}{\\mathbb{C}}$\n", "$\\newcommand{\\RR}{\\mathbb{R}}$\n", "$\\newcommand{\\EE}{\\mathbb{E}}$\n", "$\\newcommand{\\Zz}{\\mathcal{Z}}$\n", "$\\newcommand{\\Ww}{\\mathcal{W}}$\n", "$\\newcommand{\\Vv}{\\mathcal{V}}$\n", "$\\newcommand{\\Nn}{\\mathcal{N}}$\n", "$\\newcommand{\\NN}{\\mathcal{N}}$\n", "$\\newcommand{\\Hh}{\\mathcal{H}}$\n", "$\\newcommand{\\Bb}{\\mathcal{B}}$\n", "$\\newcommand{\\Ee}{\\mathcal{E}}$\n", "$\\newcommand{\\Cc}{\\mathcal{C}}$\n", "$\\newcommand{\\Gg}{\\mathcal{G}}$\n", "$\\newcommand{\\Ss}{\\mathcal{S}}$\n", "$\\newcommand{\\Pp}{\\mathcal{P}}$\n", "$\\newcommand{\\Ff}{\\mathcal{F}}$\n", "$\\newcommand{\\Xx}{\\mathcal{X}}$\n", "$\\newcommand{\\Mm}{\\mathcal{M}}$\n", "$\\newcommand{\\Ii}{\\mathcal{I}}$\n", "$\\newcommand{\\Dd}{\\mathcal{D}}$\n", "$\\newcommand{\\Ll}{\\mathcal{L}}$\n", "$\\newcommand{\\Tt}{\\mathcal{T}}$\n", "$\\newcommand{\\si}{\\sigma}$\n", "$\\newcommand{\\al}{\\alpha}$\n", "$\\newcommand{\\la}{\\lambda}$\n", "$\\newcommand{\\ga}{\\gamma}$\n", "$\\newcommand{\\Ga}{\\Gamma}$\n", "$\\newcommand{\\La}{\\Lambda}$\n", "$\\newcommand{\\si}{\\sigma}$\n", "$\\newcommand{\\Si}{\\Sigma}$\n", "$\\newcommand{\\be}{\\beta}$\n", "$\\newcommand{\\de}{\\delta}$\n", "$\\newcommand{\\De}{\\Delta}$\n", "$\\newcommand{\\phi}{\\varphi}$\n", "$\\newcommand{\\th}{\\theta}$\n", "$\\newcommand{\\om}{\\omega}$\n", "$\\newcommand{\\Om}{\\Omega}$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This numerical tour explores fluid dynamics for image generation." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Method definition ndgrid(AbstractArray{T<:Any, 1}) in module NtToolBox at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:3 overwritten at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:3.\n", "WARNING: Method definition ndgrid(AbstractArray{#T<:Any, 1}, AbstractArray{#T<:Any, 1}) in module NtToolBox at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:6 overwritten at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:6.\n", "WARNING: Method definition ndgrid_fill(Any, Any, Any, Any) in module NtToolBox at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:13 overwritten at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:13.\n", "WARNING: Method definition ndgrid(AbstractArray{#T<:Any, 1}...) in module NtToolBox at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:19 overwritten at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:19.\n", "WARNING: Method definition meshgrid(AbstractArray{T<:Any, 1}) in module NtToolBox at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:33 overwritten at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:33.\n", "WARNING: Method definition meshgrid(AbstractArray{#T<:Any, 1}, AbstractArray{#T<:Any, 1}) in module NtToolBox at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:36 overwritten at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:36.\n", "WARNING: Method definition meshgrid(AbstractArray{#T<:Any, 1}, AbstractArray{#T<:Any, 1}, AbstractArray{#T<:Any, 1}) in module NtToolBox at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:44 overwritten at /Users/quentin/.julia/v0.5/NtToolBox/src/ndgrid.jl:44.\n" ] } ], "source": [ "using PyPlot\n", "using NtToolBox\n", "using Interpolations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Velocity Flow Field\n", "-------------------\n", "A velocity flow is simply a 2-D vector field $V = (V_i)_{i=1}^N \\in \\RR^{n \\times n \\times 2}$\n", "where $V_i \\in \\RR^2$ is one of the $N=n \\times n$ vectors at a position indexed by $i$.\n", "\n", "\n", "It can be generated as a realization of Gaussian process.\n", "The blurring creates correlations in the flow." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "n = 128\n", "V = perform_blurring(randn(n,n,2),[40], \"per\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Subsampling display operator." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "(::#1) (generic function with 1 method)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "myplot = V-> plot_vf(V[1:6:n,1:6:n, :])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can display the vector field using arrow." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure(figsize = (7,7))\n", "myplot(V)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can renormalize the flow, which enhances the singularities. It defines\n", "$\\tilde V$ as $\\tilde V_i = V_i/\\norm{V_i}$." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Normalize = V -> V ./ repeat( max(1e-9,sqrt.(sum(V.^2, 3))) , outer=(1,1,2));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure(figsize = (7,7))\n", "myplot(Normalize(V))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Incompressible Flows\n", "--------------------\n", "An incompressible flow has a vanishing divergence. The set of vector\n", "incompressible flow defines a sub-space of $\\RR^{n \\times n \\times 2}$\n", "$$ \\Ii = \\enscond{V}{ \\text{div}(V)=0 }\n", " \\qwhereq \\text{div}(V) = \\pd{V}{x_1} + \\pd{V}{x_2} \\in \\RR^{n \\times n}. $$\n", "Here $\\pd{}{x_s}$ for $s=1,2$ are finite differences approximation of\n", "the horizontal and vertical derivative operators (we suppose here periodic boundary conditions).\n", "\n", "\n", "\n", "The orthogonal projection $U = \\text{Proj}_{\\Ii}(V)$ on $\\Ii$ is\n", "computed by solving a Poisson equation\n", "$$ U = V-\\nabla A \\qwhereq \\Delta A = \\text{div}(V). $$\n", "\n", "\n", "This is especially simple for periodic boundary conditions since $A$ can\n", "be computed over the Fourier domain as\n", "$$ \\forall \\om \\neq 0, \\quad \\hat A(\\om) = \\frac{\\hat Y(\\om)}{\\mu(\\om)}\n", " \\qwhereq Y = \\text{div}(V) \\qandq\n", " \\mu(\\om_1,\\om_2) = -4 \\sin(\\om_1 \\pi / n)^2 -4 \\sin(\\om_2 \\pi / n)^2 $$\n", "and $\\hat A(0)=0$.\n", "\n", "\n", "\n", "Compute the kernel $\\mu(\\om)$." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Y, X = meshgrid(0:n-1,0:n-1)\n", "mu = sin.(X*pi/n).^2\n", "mu = -4*(mu + mu')\n", "mu[1,1] = 1;" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Computation of $A$." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(::#5) (generic function with 1 method)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A = V -> real.(ifft(fft(Div(V[:,:,1], V[:,:,2], \"per\"))./mu))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Projection on incompressible flows." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(::#7) (generic function with 1 method)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ProjI = V -> V - Grad(A(V), \"per\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display $U=\\text{Proj}_{\\Ii}(V)$." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "U = ProjI(V)\n", "\n", "figure(figsize=(7,7))\n", "myplot(U)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display $W=U-V$ the irrotational component of $V$." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure(figsize=(7,7))\n", "myplot(V-U)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the decomposition $V=U+W$ is called the Hoge decomposition of\n", "the vector field.\n", "\n", "\n", "Image Advection Along the Flow\n", "------------------------------\n", "A flow defines a warping operator that transport the content of an image\n", "along the streaming of the flow.\n", "\n", "\n", "We load an image $f$." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": true }, "outputs": [], "source": [ "f = load_image(\"NtToolBox/src/data/lena.png\", 2*n)\n", "f = f[n-Base.div(n,2):n+Base.div(n,2)-1, n-Base.div(n,2):n+Base.div(n,2)-1];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Given some vector field $U$, the warping operator $f_1 = \\Ww_U(f)$\n", "along the flow is defined\n", "$$ f_1(x) = f(x+U(x)) $$\n", "i.e. it advects the values of $f$ by the vector field $U$ to obtain the values of $f_1$.\n", "\n", "\n", "We define $U$ as a scaled normalized incompressible flow." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "U = Normalize(ProjI(V));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Helper function: enforce periodicity." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true, "scrolled": true }, "outputs": [], "source": [ "periodic = P -> cat(3, mod(P[:,:,1]-1,n)+1, mod(P[:,:,2]-1,n)+1 );" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Helper function: extend an image by 1 pixel to avoid boundary problems." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": true }, "outputs": [], "source": [ "extend1 = f -> [f f[:,1]]\n", "extend = f -> extend1(extend1(f)')';" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Helper function: bilinear interpolation on a grid." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(129,129)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f1 = extend(f)\n", "itp = interpolate((1:size(f1,1), 1:size(f1,2)), f1, Gridded(Linear()))\n", "size(itp)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": true, "scrolled": true }, "outputs": [], "source": [ "function myinterp(P1,f1,Pi)\n", " itp = interpolate((1:size(f1,1), 1:size(f1,2)), f1, Gridded(Linear()))\n", " itpd = zeros(size(Pi)[1:2])\n", " for i in 1:size(Pi,1)\n", " for j in 1:size(Pi,2)\n", " itpd[i,j] = itp[Pi[i,j,1], Pi[i,j,2]]\n", " end\n", " end\n", " return itpd\n", "end;" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we compute the initial and wraped grids." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": true }, "outputs": [], "source": [ "(Y,X) = meshgrid(1:n,1:n)\n", "P = cat(3, X,Y)\n", "(Y1,X1) = meshgrid(1:n+1,1:n+1)\n", "P1 = cat(3, X1,Y1);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Defines the warping operator $\\Ww_U$." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": true }, "outputs": [], "source": [ "W = (f, U) -> myinterp(P1, extend(f), periodic(P - U));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display a warped image $\\Ww_{\\rho U}(f)$ for some scaling $\\rho$." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rho = 2\n", "figure(figsize = (5,5))\n", "imageplot(W(f, rho*U))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Exercise 1__\n", "\n", "Display $\\Ww_{\\rho U}(f)$ for various values of $\\rho$." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "include(\"NtSolutions/graphics_5_fluids/exo1.jl\")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": true }, "outputs": [], "source": [ "## Insert your code here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Exercise 2__\n", "\n", "Define an iterative scheme via:\n", "$$ f^{(\\ell+1)} = \\Ww_{\\rho U}(f^{(\\ell)}). $$\n", "Display the result $f^{(\\ell)}$, which corresponds approximately to solving\n", "an advection equation at time $t=\\ell \\rho$." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "include(\"NtSolutions/graphics_5_fluids/exo2.jl\")" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": true }, "outputs": [], "source": [ "## Insert your code here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fluid Dynamics\n", "--------------\n", "Fluid dynamics solves the incompressible Navier-Stokes equations to\n", "evolve in time the vector field.\n", "\n", "\n", "We discribe here a simple algorithm introduced in:\n", "\n", "\n", "J. Stam, _Stable Fluids,_\n", "SIGGRAPH'99, 1999, p. 121-128.\n", "\n", "\n", "It proposes a semi-implicit scheme for the resolution of the Navier\n", "Stockes equations for the movement of incompressible fluids\n", "$$\n", " \\pd{V}{t} =\n", " \\text{Proj}_{\\Ii}\\pa{\n", " -(V \\cdot \\nabla) V + \\nu \\Delta V + W\n", " }.\n", "$$\n", "Here $\\nu \\geq 0$ is the viscosity of the fluid,\n", "$W$ is a source term, $\\Delta$ is the Laplacian, and\n", "$-(V \\cdot \\nabla) V$ is the\n", "non-linear self-advection, where we have used the short-hand\n", "notation $V \\cdot \\nabla$ for the derivative operator along a flow $V$:\n", "$$ (V \\cdot \\nabla)U = ( V_1 \\pd{U_1}{x_1} + V_2 \\pd{U_1}{x_2},\n", " V_1 \\pd{U_2}{x_1} + V_2 \\pd{U_2}{x_2} ).$$\n", "\n", "\n", "In order to visualize the flow, we also advect and diffuse along the flow\n", "a density $g$ of particules, which is a scalar field. Once $V$ has\n", "been computed, it follows a linear PDE\n", "$$\n", " \\pd{g}{t} =\n", " -(V \\cdot \\nabla) g + \\mu \\Delta g + h\n", "$$\n", "with some initial condition at time $t=0$, where $h$ is a source for the density.\n", "\n", "\n", "In practice, we solve this PDE in parallel to the PDE for $V$.\n", "\n", "\n", "In the following, we use $W=0$ and $h=0$ (no sources).\n", "\n", "\n", "Set the viscosity $\\nu$ for the velocity field." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.1" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nu = 1/10" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We use a larger viscosity $\\mu$ for the evolution of the density of\n", "particules." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.2" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mu = 2*nu" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Extend the warping operator $\\Ww_U$ to work with vector fields as input.\n", "This will apply $\\Ww_U$ on each channel of the vector field (X and Y coordinates)." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": true }, "outputs": [], "source": [ "Wt = (V,U) -> cat(3, W(V[:,:,1],U), W(V[:,:,2],U) );" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We discretize the PDE's using some time step $\\tau$." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": true }, "outputs": [], "source": [ "tau = .5;" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The algorithm computes $V^{(\\ell)}$ at iteration $\\ell$\n", "which is an approximation of the PDE solution at time $\\ell \\tau$.\n", "It is computed itertatively as\n", "$$\n", " \\tilde V^{(\\ell)} = \\Ww_{\\tau V^{(\\ell)}}( V^{(\\ell)} )\n", " \\qandq\n", " V^{(\\ell+1)} = \\text{Proj}_{\\Ii}\\pa{ \\tilde V^{(\\ell)} + \\tau\\nu\\Delta \\tilde V^{(\\ell)} + \\tau W }\n", "$$\n", "\n", "\n", "It computes in parallel the evolution of the density as\n", "$$\n", " \\tilde g^{(\\ell)} = \\Ww_{\\tau V^{(\\ell)}}( g^{(\\ell)} )\n", " \\qandq\n", " g^{(\\ell+1)} = \\tilde g^{(\\ell)} + \\tau\\nu\\Delta \\tilde g^{(\\ell)} + \\tau h\n", "$$\n", "\n", "\n", "\n", "Set the initial field $V=V^{(0)}$ at time $t=0$." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [], "source": [ "V = Normalize(ProjI(V));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Set the initial density $g=g^{(0)}$ at time $t=0$." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": true }, "outputs": [], "source": [ "g = copy(f);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first step is to advect the vector field $V$ and $g$ along the flow $V$ itself.\n", "This corresponds to an implict discretization of the term\n", "$-(V \\cdot \\nabla) V$." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "g = W(g, tau*U)\n", "V = Wt(V, tau*U);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We implement the Laplacian using finite difference." ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "collapsed": true }, "outputs": [], "source": [ "s1 = [2:n; 1]; s2 = [n; 1:n-1];\n", "\n", "function Delta(g)\n", " delta = 1/4.*(g[s1,:,:] + g[s2,:,:] + g[:,s1,:] + g[:,s2,:]) - g\n", " if size(delta,3)==1\n", " delta = delta[:,:,1] \n", " end\n", " return delta\n", "end;" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The second step is to diffuse the vector field and the density." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": true }, "outputs": [], "source": [ "V = V + tau*nu*Delta(V)\n", "g = g + tau*mu*Delta(g);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The last step is to ensure incompressibility of $V$ by projecting on $\\Ii$." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "V = ProjI(V);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "__Exercise 3__\n", "\n", "Compute the fluid dynamic by iterating these steps." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "include(\"NtSolutions/graphics_5_fluids/exo3.jl\")" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "collapsed": true }, "outputs": [], "source": [ "## Insert your code here." ] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Julia 0.5.0", "language": "julia", "name": "julia-0.5" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "0.5.0" } }, "nbformat": 4, "nbformat_minor": 1 }