{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 3, part A: Diffusion \n", "\n", "In this example we will look at the diffusion equation and how to handle second-order derivatives. For this, we will introduce Devito's `.laplace` short-hand expression and demonstrate it using the examples from step 7 of the original tutorial.\n", "\n", "So, the equation we are now trying to implement is\n", "\n", "$$\\frac{\\partial u}{\\partial t} = \\nu \\frac{\\partial ^2 u}{\\partial x^2} + \\nu \\frac{\\partial ^2 u}{\\partial y^2}$$\n", "\n", "To discretize this equation we will use central differences and reorganizing the terms yields\n", "\n", "\\begin{align}\n", "u_{i,j}^{n+1} = u_{i,j}^n &+ \\frac{\\nu \\Delta t}{\\Delta x^2}(u_{i+1,j}^n - 2 u_{i,j}^n + u_{i-1,j}^n) \\\\\n", "&+ \\frac{\\nu \\Delta t}{\\Delta y^2}(u_{i,j+1}^n-2 u_{i,j}^n + u_{i,j-1}^n)\n", "\\end{align}\n", "\n", "As usual, we establish our baseline experiment by re-creating some of the original example runs. So let's start by defining some parameters." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from examples.cfd import plot_field, init_hat\n", "import numpy as np\n", "%matplotlib inline\n", "\n", "# Some variable declarations\n", "nx = 80\n", "ny = 80\n", "nt = 50\n", "nu = .5\n", "dx = 2. / (nx - 1)\n", "dy = 2. / (ny - 1)\n", "sigma = .25\n", "dt = sigma * dx * dy / nu" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now set up the diffusion operator as a separate function, so that we can re-use if for several runs." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def diffuse(u, nt):\n", " for _ in range(nt + 1):\n", " un = u.copy()\n", " u[1:-1, 1:-1] = (un[1:-1, 1:-1] +\n", " nu * dt / dy**2 * (un[1:-1, 2:] - 2 * un[1:-1, 1:-1] + un[1:-1, 0:-2]) +\n", " nu * dt / dx**2 * (un[2:, 1: -1] - 2 * un[1:-1, 1:-1] + un[0:-2, 1:-1]))\n", " u[0, :] = 1\n", " u[-1, :] = 1\n", " u[:, 0] = 1\n", " u[:, -1] = 1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's take this for a spin. In the next two cells we run the same diffusion operator for a varying number of timesteps to see our \"hat function\" dissipate to varying degrees." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initial state\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "After 50 timesteps\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "After another 50 timesteps\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "\n", "# Initialise u with hat function\n", "u = np.empty((nx, ny))\n", "init_hat(field=u, dx=dx, dy=dy, value=1)\n", "\n", "# Field initialization.\n", "# This will create 4 equally spaced 10x10 hat functions of various values.\n", "u[nx//4:nx//4+10, ny//4:ny//4+10] = 2\n", "u[3*nx//4:3*nx//4+10, ny//4:ny//4+10] = 3\n", "u[nx//4:nx//4+10, 3*ny//4:3*ny//4+10] = 4\n", "u[3*ny//4:3*ny//4+10, 3*ny//4:3*ny//4+10] = 5\n", "\n", "print(\"Initial state\")\n", "plot_field(u, zmax=4.5)\n", "\n", "diffuse(u, nt)\n", "print(\"After\", nt, \"timesteps\")\n", "plot_field(u, zmax=4.5)\n", "\n", "diffuse(u, nt)\n", "print(\"After another\", nt, \"timesteps\")\n", "plot_field(u, zmax=4.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Excellent. Now for the Devito part, we need to note one important detail to our previous examples: we now have a second-order derivative. So, when creating our `TimeFunction` object we need to tell it about our spatial discretization by setting `space_order=2`. Only then can we use the shorthand notation `u.dx2` and `u.dy2` to denote second order derivatives." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle u(t + dt, x, y) = dt \\left(a \\left(\\frac{\\partial^{2}}{\\partial x^{2}} u(t, x, y) + \\frac{\\partial^{2}}{\\partial y^{2}} u(t, x, y)\\right) + \\frac{u(t, x, y)}{dt}\\right)$" ], "text/plain": [ "Eq(u(t + dt, x, y), dt*(a*(Derivative(u(t, x, y), (x, 2)) + Derivative(u(t, x, y), (y, 2))) + u(t, x, y)/dt))" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from devito import Grid, TimeFunction, Eq, solve\n", "from sympy.abc import a\n", "\n", "# Initialize `u` for space order 2\n", "grid = Grid(shape=(nx, ny), extent=(2., 2.))\n", "u = TimeFunction(name='u', grid=grid, space_order=2)\n", "\n", "# Create an equation with second-order derivatives\n", "eq = Eq(u.dt, a * (u.dx2 + u.dy2))\n", "stencil = solve(eq, u.forward)\n", "eq_stencil = Eq(u.forward, stencil)\n", "\n", "eq_stencil" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, there is another trick here! Note how the above formulation explicitly uses `u.dx2` and `u.dy2` to denote the laplace operator, which makes this equation dependent on the spatial dimension. We can instead use the notation `u.laplace` to denote all second order derivatives in space, allowing us to reuse this code for 2D and 3D examples." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle u(t + dt, x, y) = dt \\left(a \\left(\\frac{\\partial^{2}}{\\partial x^{2}} u(t, x, y) + \\frac{\\partial^{2}}{\\partial y^{2}} u(t, x, y)\\right) + \\frac{u(t, x, y)}{dt}\\right)$" ], "text/plain": [ "Eq(u(t + dt, x, y), dt*(a*(Derivative(u(t, x, y), (x, 2)) + Derivative(u(t, x, y), (y, 2))) + u(t, x, y)/dt))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "eq = Eq(u.dt, a * u.laplace)\n", "stencil = solve(eq, u.forward)\n", "eq_stencil = Eq(u.forward, stencil)\n", "\n", "eq_stencil" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great. Now all that is left is to put it all together to build the operator and use it on our examples. For illustration purposes we will do this in one cell, including update equation and boundary conditions." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After 50 timesteps\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After another 50 timesteps\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "from devito import Operator, Constant, Eq, solve\n", "\n", "# Reset our data field and ICs\n", "init_hat(field=u.data[0], dx=dx, dy=dy, value=1.)\n", "\n", "# Field initialization\n", "u.data[0][nx//4:nx//4+10, ny//4:ny//4+10] = 2\n", "u.data[0][3*nx//4:3*nx//4+10, ny//4:ny//4+10] = 3\n", "u.data[0][nx//4:nx//4+10, 3*ny//4:3*ny//4+10] = 4\n", "u.data[0][3*ny//4:3*ny//4+10, 3*ny//4:3*ny//4+10] = 5\n", "\n", "\n", "# Create an operator with second-order derivatives\n", "a = Constant(name='a')\n", "eq = Eq(u.dt, a * u.laplace, subdomain=grid.interior)\n", "stencil = solve(eq, u.forward)\n", "eq_stencil = Eq(u.forward, stencil)\n", "\n", "# Create boundary condition expressions\n", "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "bc = [Eq(u[t+1, 0, y], 1.)] # left\n", "bc += [Eq(u[t+1, nx-1, y], 1.)] # right\n", "bc += [Eq(u[t+1, x, ny-1], 1.)] # top\n", "bc += [Eq(u[t+1, x, 0], 1.)] # bottom\n", "\n", "op = Operator([eq_stencil] + bc)\n", "op(time=nt, dt=dt, a=nu)\n", "\n", "print(\"After\", nt, \"timesteps\")\n", "plot_field(u.data[0], zmax=4.5)\n", "\n", "op(time=nt, dt=dt, a=nu)\n", "print(\"After another\", nt, \"timesteps\")\n", "plot_field(u.data[0], zmax=4.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And now let's use the same operator again to show the more diffused field. In fact, instead of resetting the previously used object `u`, we can also create a new `TimeFunction` object and tell our operator to use this. In this cell we will double the value of `time`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After 100 timesteps\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "After another 100 timesteps\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "u2 = TimeFunction(name='u2', grid=grid, space_order=2)\n", "init_hat(field=u2.data[0], dx=dx, dy=dy, value=1.)\n", "\n", "# Field initialization\n", "u2.data[0][nx//4:nx//4+10, ny//4:ny//4+10] = 2\n", "u2.data[0][3*nx//4:3*nx//4+10, ny//4:ny//4+10] = 3\n", "u2.data[0][nx//4:nx//4+10, 3*ny//4:3*ny//4+10] = 4\n", "u2.data[0][3*ny//4:3*ny//4+10, 3*ny//4:3*ny//4+10] = 5\n", "\n", "op(u=u2, time=2*nt, dt=dt, a=nu)\n", "\n", "print(\"After\", 2*nt, \"timesteps\")\n", "plot_field(u2.data[0], zmax=4.5)\n", "\n", "op(u=u2, time=2*nt, dt=dt, a=nu)\n", "print(\"After another\", 2*nt, \"timesteps\")\n", "plot_field(u2.data[0], zmax=4.5)" ] } ], "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": "3.10.12" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 1 }