{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 2: Nonlinear convection in 2D\n", "\n", "Following the initial convection tutorial with a single state variable $u$, we will now look at non-linear convection (step 6 in the original). This brings one new crucial challenge: computing a pair of coupled equations and thus updating two time-dependent variables $u$ and $v$.\n", "\n", "The full set of coupled equations is now\n", "\n", "\\begin{aligned}\n", "\\frac{\\partial u}{\\partial t} + u \\frac{\\partial u}{\\partial x} + v \\frac{\\partial u}{\\partial y} = 0 \\\\\n", "\\\\\n", "\\frac{\\partial v}{\\partial t} + u \\frac{\\partial v}{\\partial x} + v \\frac{\\partial v}{\\partial y} = 0\\\\\n", "\\end{aligned}\n", "\n", "and rearranging the discretized version gives us an expression for the update of both variables\n", "\n", "\\begin{aligned}\n", "u_{i,j}^{n+1} &= u_{i,j}^n - u_{i,j}^n \\frac{\\Delta t}{\\Delta x} (u_{i,j}^n-u_{i-1,j}^n) - v_{i,j}^n \\frac{\\Delta t}{\\Delta y} (u_{i,j}^n-u_{i,j-1}^n) \\\\\n", "\\\\\n", "v_{i,j}^{n+1} &= v_{i,j}^n - u_{i,j}^n \\frac{\\Delta t}{\\Delta x} (v_{i,j}^n-v_{i-1,j}^n) - v_{i,j}^n \\frac{\\Delta t}{\\Delta y} (v_{i,j}^n-v_{i,j-1}^n)\n", "\\end{aligned}\n", "\n", "So, for starters we will re-create the original example run in pure NumPy array notation, before demonstrating \n", "the Devito version. Let's start again with some utilities and parameters:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from examples.cfd import plot_field, init_hat\n", "import numpy as np\n", "import sympy\n", "%matplotlib inline\n", "\n", "# Some variable declarations\n", "nx = 101\n", "ny = 101\n", "nt = 80\n", "c = 1.\n", "dx = 2. / (nx - 1)\n", "dy = 2. / (ny - 1)\n", "sigma = .2\n", "dt = sigma * dx" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's re-create the initial setup with a 2D \"hat function\", but this time for two state variables." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "\n", "# Allocate fields and assign initial conditions\n", "u = np.empty((nx, ny))\n", "v = np.empty((nx, ny))\n", "\n", "init_hat(field=u, dx=dx, dy=dy, value=2.)\n", "init_hat(field=v, dx=dx, dy=dy, value=2.)\n", "\n", "plot_field(u)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can create the two stencil expression for our two coupled equations according to the discretized equation above. We again use some simple Dirichlet boundary conditions to keep the values on all sides constant." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "for n in range(nt + 1): ##loop across number of time steps\n", " un = u.copy()\n", " vn = v.copy()\n", " u[1:, 1:] = (un[1:, 1:] - \n", " (un[1:, 1:] * c * dt / dy * (un[1:, 1:] - un[1:, :-1])) -\n", " vn[1:, 1:] * c * dt / dx * (un[1:, 1:] - un[:-1, 1:]))\n", " v[1:, 1:] = (vn[1:, 1:] -\n", " (un[1:, 1:] * c * dt / dy * (vn[1:, 1:] - vn[1:, :-1])) -\n", " vn[1:, 1:] * c * dt / dx * (vn[1:, 1:] - vn[:-1, 1:]))\n", " \n", " u[0, :] = 1\n", " u[-1, :] = 1\n", " u[:, 0] = 1\n", " u[:, -1] = 1\n", " \n", " v[0, :] = 1\n", " v[-1, :] = 1\n", " v[:, 0] = 1\n", " v[:, -1] = 1\n", " \n", "plot_field(u)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Excellent, we again get a wave that resembles the one from the oiginal examples.\n", "\n", "Now we can set up our coupled problem in Devito. Let's start by creating two initial state variables $u$ and $v$, as before, and initialising them with our \"hat function." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "from devito import Grid, TimeFunction\n", "\n", "# First we need two time-dependent data fields, both initialized with the hat function\n", "grid = Grid(shape=(nx, ny), extent=(2., 2.))\n", "u = TimeFunction(name='u', grid=grid)\n", "init_hat(field=u.data[0], dx=dx, dy=dy, value=2.)\n", "\n", "v = TimeFunction(name='v', grid=grid)\n", "init_hat(field=v.data[0], dx=dx, dy=dy, value=2.)\n", "\n", "plot_field(u.data[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using the two `TimeFunction` objects we can again derive our discretized equation, rearrange for the forward stencil point in time and define our variable update expression - only we have to do everything twice now! We again use forward differences for time via `u.dt` and backward differences in space via `u.dxl` and `u.dyl` to match the original tutorial." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "U update:\n", "Eq(u(t + dt, x, y), dt*(-u(t, x, y)*Derivative(u(t, x, y), x) - v(t, x, y)*Derivative(u(t, x, y), y) + u(t, x, y)/dt))\n", "\n", "V update:\n", "Eq(v(t + dt, x, y), dt*(-u(t, x, y)*Derivative(v(t, x, y), x) - v(t, x, y)*Derivative(v(t, x, y), y) + v(t, x, y)/dt))\n", "\n" ] } ], "source": [ "from devito import Eq, solve\n", "\n", "eq_u = Eq(u.dt + u*u.dxl + v*u.dyl)\n", "eq_v = Eq(v.dt + u*v.dxl + v*v.dyl)\n", "\n", "# We can use the same SymPy trick to generate two\n", "# stencil expressions, one for each field update.\n", "stencil_u = solve(eq_u, u.forward)\n", "stencil_v = solve(eq_v, v.forward)\n", "update_u = Eq(u.forward, stencil_u, subdomain=grid.interior)\n", "update_v = Eq(v.forward, stencil_v, subdomain=grid.interior)\n", "\n", "print(\"U update:\\n%s\\n\" % update_u)\n", "print(\"V update:\\n%s\\n\" % update_v)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We then set Dirichlet boundary conditions at all sides of the domain to $1$." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "bc_u = [Eq(u[t+1, 0, y], 1.)] # left\n", "bc_u += [Eq(u[t+1, nx-1, y], 1.)] # right\n", "bc_u += [Eq(u[t+1, x, ny-1], 1.)] # top\n", "bc_u += [Eq(u[t+1, x, 0], 1.)] # bottom\n", "bc_v = [Eq(v[t+1, 0, y], 1.)] # left\n", "bc_v += [Eq(v[t+1, nx-1, y], 1.)] # right\n", "bc_v += [Eq(v[t+1, x, ny-1], 1.)] # top\n", "bc_v += [Eq(v[t+1, x, 0], 1.)] # bottom" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And finally we can put it all together to build an operator and solve our coupled problem." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "from devito import Operator\n", "\n", "# Reset our data field and ICs\n", "init_hat(field=u.data[0], dx=dx, dy=dy, value=2.)\n", "init_hat(field=v.data[0], dx=dx, dy=dy, value=2.)\n", "\n", "op = Operator([update_u, update_v] + bc_u + bc_v)\n", "op(time=nt, dt=dt)\n", "\n", "plot_field(u.data[0])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Excellent, we have now a scalar implementation of a convection problem, but this can be written as a single vectorial equation:\n", "\n", "$\\frac{d U}{dt} + \\nabla(U)U = 0$\n", "\n", "Let's now use devito vectorial utilities and implement the vectorial equation" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from devito import VectorTimeFunction, grad\n", "\n", "U = VectorTimeFunction(name='U', grid=grid)\n", "init_hat(field=U[0].data[0], dx=dx, dy=dy, value=2.)\n", "init_hat(field=U[1].data[0], dx=dx, dy=dy, value=2.)\n", "\n", "plot_field(U[1].data[0])\n", "\n", "eq_u = Eq(U.dt + grad(U)*U)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now have a vectorial equation. Unlike in the previous case, we do not need to play with left/right derivatives\n", "as the automated staggering of the vectorial function takes care of this." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}U_x(t, x + h_x/2, y) \\frac{\\partial}{\\partial x} U_x(t, x + h_x/2, y) + U_y(t, x, y + h_y/2) \\frac{\\partial}{\\partial y} U_x(t, x + h_x/2, y) + \\frac{\\partial}{\\partial t} U_x(t, x + h_x/2, y)\\\\U_x(t, x + h_x/2, y) \\frac{\\partial}{\\partial x} U_y(t, x, y + h_y/2) + U_y(t, x, y + h_y/2) \\frac{\\partial}{\\partial y} U_y(t, x, y + h_y/2) + \\frac{\\partial}{\\partial t} U_y(t, x, y + h_y/2)\\end{matrix}\\right] = 0$" ], "text/plain": [ "Eq(Vector(U_x(t, x + h_x/2, y)*Derivative(U_x(t, x + h_x/2, y), x) + U_y(t, x, y + h_y/2)*Derivative(U_x(t, x + h_x/2, y), y) + Derivative(U_x(t, x + h_x/2, y), t), U_x(t, x + h_x/2, y)*Derivative(U_y(t, x, y + h_y/2), x) + U_y(t, x, y + h_y/2)*Derivative(U_y(t, x, y + h_y/2), y) + Derivative(U_y(t, x, y + h_y/2), t)), 0)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "eq_u" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we set the nboundary conditions" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "bc_u = [Eq(U[0][t+1, 0, y], 1.)] # left\n", "bc_u += [Eq(U[0][t+1, nx-1, y], 1.)] # right\n", "bc_u += [Eq(U[0][t+1, x, ny-1], 1.)] # top\n", "bc_u += [Eq(U[0][t+1, x, 0], 1.)] # bottom\n", "bc_v = [Eq(U[1][t+1, 0, y], 1.)] # left\n", "bc_v += [Eq(U[1][t+1, nx-1, y], 1.)] # right\n", "bc_v += [Eq(U[1][t+1, x, ny-1], 1.)] # top\n", "bc_v += [Eq(U[1][t+1, x, 0], 1.)] # bottom" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "# We can use the same SymPy trick to generate two\n", "# stencil expressions, one for each field update.\n", "stencil_U = solve(eq_u, U.forward)\n", "update_U = Eq(U.forward, stencil_U, subdomain=grid.interior)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And we have the updated (stencil) as a vectorial equation once again" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}U_x(t + dt, x + h_x/2, y)\\\\U_y(t + dt, x, y + h_y/2)\\end{matrix}\\right] = \\left[\\begin{matrix}dt \\left(- U_x(t, x + h_x/2, y) \\frac{\\partial}{\\partial x} U_x(t, x + h_x/2, y) - U_y(t, x, y + h_y/2) \\frac{\\partial}{\\partial y} U_x(t, x + h_x/2, y) + \\frac{U_x(t, x + h_x/2, y)}{dt}\\right)\\\\dt \\left(- U_x(t, x + h_x/2, y) \\frac{\\partial}{\\partial x} U_y(t, x, y + h_y/2) - U_y(t, x, y + h_y/2) \\frac{\\partial}{\\partial y} U_y(t, x, y + h_y/2) + \\frac{U_y(t, x, y + h_y/2)}{dt}\\right)\\end{matrix}\\right]$" ], "text/plain": [ "Eq(Vector(U_x(t + dt, x + h_x/2, y), U_y(t + dt, x, y + h_y/2)), Vector(dt*(-U_x(t, x + h_x/2, y)*Derivative(U_x(t, x + h_x/2, y), x) - U_y(t, x, y + h_y/2)*Derivative(U_x(t, x + h_x/2, y), y) + U_x(t, x + h_x/2, y)/dt), dt*(-U_x(t, x + h_x/2, y)*Derivative(U_y(t, x, y + h_y/2), x) - U_y(t, x, y + h_y/2)*Derivative(U_y(t, x, y + h_y/2), y) + U_y(t, x, y + h_y/2)/dt)))" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "update_U" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We finally run the operator" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.01 s\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#NBVAL_IGNORE_OUTPUT\n", "op = Operator([update_U] + bc_u + bc_v)\n", "op(time=nt, dt=dt)\n", "\n", "# The result is indeed the expected one.\n", "plot_field(U[0].data[0])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "from devito import norm\n", "assert np.isclose(norm(u), norm(U[0]), rtol=1e-5, atol=0)" ] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "hide_input": false, "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": "3.12.3" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false }, "widgets": { "state": {}, "version": "1.1.2" } }, "nbformat": 4, "nbformat_minor": 4 }