{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Example 4: Burgers' equation\n", "\n", "Now that we have seen how to construct the non-linear convection and diffusion examples, we can combine them to form Burgers' equations. We again create a set of coupled equations which are actually starting to form quite complicated stencil expressions, even if we are only using low-order discretizations.\n", "\n", "Let's start with the definition fo the governing equations:\n", "$$ \\frac{\\partial u}{\\partial t} + u \\frac{\\partial u}{\\partial x} + v \\frac{\\partial u}{\\partial y} = \\nu \\; \\left(\\frac{\\partial ^2 u}{\\partial x^2} + \\frac{\\partial ^2 u}{\\partial y^2}\\right)$$\n", " \n", "$$ \\frac{\\partial v}{\\partial t} + u \\frac{\\partial v}{\\partial x} + v \\frac{\\partial v}{\\partial y} = \\nu \\; \\left(\\frac{\\partial ^2 v}{\\partial x^2} + \\frac{\\partial ^2 v}{\\partial y^2}\\right)$$\n", "\n", "The discretized and rearranged form then looks like this:\n", "\n", "\\begin{aligned}\n", "u_{i,j}^{n+1} &= u_{i,j}^n - \\frac{\\Delta t}{\\Delta x} u_{i,j}^n (u_{i,j}^n - u_{i-1,j}^n) - \\frac{\\Delta t}{\\Delta y} v_{i,j}^n (u_{i,j}^n - u_{i,j-1}^n) \\\\\n", "&+ \\frac{\\nu \\Delta t}{\\Delta x^2}(u_{i+1,j}^n-2u_{i,j}^n+u_{i-1,j}^n) + \\frac{\\nu \\Delta t}{\\Delta y^2} (u_{i,j+1}^n - 2u_{i,j}^n + u_{i,j+1}^n)\n", "\\end{aligned}\n", "\n", "\\begin{aligned}\n", "v_{i,j}^{n+1} &= v_{i,j}^n - \\frac{\\Delta t}{\\Delta x} u_{i,j}^n (v_{i,j}^n - v_{i-1,j}^n) - \\frac{\\Delta t}{\\Delta y} v_{i,j}^n (v_{i,j}^n - v_{i,j-1}^n) \\\\\n", "&+ \\frac{\\nu \\Delta t}{\\Delta x^2}(v_{i+1,j}^n-2v_{i,j}^n+v_{i-1,j}^n) + \\frac{\\nu \\Delta t}{\\Delta y^2} (v_{i,j+1}^n - 2v_{i,j}^n + v_{i,j+1}^n)\n", "\\end{aligned}\n", "\n", "Great. Now before we look at the Devito implementation, let's re-create the NumPy-based implementation from the original." ] }, { "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 = 41 # Grid size on x axis\n", "ny = 41 # Grid size on y axis\n", "\n", "batches = 5 # Batches of timesteps, increase number of batches to extend evolution in time\n", "# A figure of the wave state will be produced for each batch.\n", "batch_size = 640 # Number of timesteps for every batch\n", "nt = batches*batch_size # Number of total timesteps\n", "\n", "c = 1\n", "dx = 2. / (nx - 1)\n", "dy = 2. / (ny - 1)\n", "sigma = .0009\n", "nu = 0.01\n", "dt = sigma * dx * dy / nu" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "\n", "# 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": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Batch: 0.0\n" ] }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 2.0\n" ] }, { "data": { "image/png": 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", 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", 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "\n", "for n in range(nt + 1): # loop across number of time steps\n", " un = u.copy()\n", " vn = v.copy()\n", "\n", " u[1:-1, 1:-1] = (un[1:-1, 1:-1] -\n", " dt / dy * un[1:-1, 1:-1] *\n", " (un[1:-1, 1:-1] - un[1:-1, 0:-2]) -\n", " dt / dx * vn[1:-1, 1:-1] *\n", " (un[1:-1, 1:-1] - un[0:-2, 1:-1]) +\n", " nu * dt / dy**2 *\n", " (un[1:-1, 2:] - 2 * un[1:-1, 1:-1] + un[1:-1, 0:-2]) +\n", " nu * dt / dx**2 *\n", " (un[2:, 1:-1] - 2 * un[1:-1, 1:-1] + un[0:-2, 1:-1]))\n", "\n", " v[1:-1, 1:-1] = (vn[1:-1, 1:-1] -\n", " dt / dy * un[1:-1, 1:-1] *\n", " (vn[1:-1, 1:-1] - vn[1:-1, 0:-2]) -\n", " dt / dx * vn[1:-1, 1:-1] *\n", " (vn[1:-1, 1:-1] - vn[0:-2, 1:-1]) +\n", " nu * dt / dy**2 *\n", " (vn[1:-1, 2:] - 2 * vn[1:-1, 1:-1] + vn[1:-1, 0:-2]) +\n", " nu * dt / dx**2 *\n", " (vn[2:, 1:-1] - 2 * vn[1:-1, 1:-1] + vn[0:-2, 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", " # A figure of the wave state will be produced for each batch\n", " if (n % batch_size) == 0:\n", " print(\"Batch:\", n/(batch_size))\n", " plot_field(u)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nice, our wave looks just like the original. Now we shall attempt to write our entire Burgers' equation operator in a single cell - but before we can demonstrate this, there is one slight problem.\n", "\n", "The diffusion term in our equation requires a second-order space discretization on our velocity fields, which we set through the `TimeFunction` constructor for $u$ and $v$. The `TimeFunction` objects will store this discretisation information and use it as default whenever we use the shorthand notations for derivative, like `u.dxl` or `u.dyl`. For the advection term, however, we want to use a first-order discretization, which we now have to create by hand when combining terms with different stencil discretizations. To illustrate let's consider the following example: " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Space order 1:\n", "Derivative(u1(t, x, y), x)\n", "\n", "Space order 2:\n", "Derivative(u2(t, x, y), x)\n", "\n", "Explicit space order 1:\n", "u2(t, x, y)/h_x - u2(t, x - h_x, y)/h_x\n", "\n" ] } ], "source": [ "from devito import Grid, TimeFunction, first_derivative, left\n", "\n", "grid = Grid(shape=(nx, ny), extent=(2., 2.))\n", "x, y = grid.dimensions\n", "t = grid.stepping_dim\n", "\n", "u1 = TimeFunction(name='u1', grid=grid, space_order=1)\n", "print(f\"Space order 1:\\n{u1.dxl}\\n\")\n", "\n", "u2 = TimeFunction(name='u2', grid=grid, space_order=2)\n", "print(f\"Space order 2:\\n{u2.dxl}\\n\")\n", "\n", "# We use u2 to create the explicit first-order derivative\n", "u1_dx = first_derivative(u2, dim=x, side=left, fd_order=1)\n", "print(f\"Explicit space order 1:\\n{u1_dx}\\n\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ok, so by constructing derivative terms explicitly we again have full control of the spatial discretization - the power of symbolic computation. Armed with that trick, we can now build and execute our advection-diffusion operator from scratch in one cell." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 1\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 2\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 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 3\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 5\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", "# Define our velocity fields and initialize with hat function\n", "u = TimeFunction(name='u', grid=grid, space_order=2)\n", "v = TimeFunction(name='v', grid=grid, space_order=2)\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", "# Write down the equations with explicit backward differences\n", "a = Constant(name='a')\n", "u_dx = first_derivative(u, dim=x, side=left, fd_order=1)\n", "u_dy = first_derivative(u, dim=y, side=left, fd_order=1)\n", "v_dx = first_derivative(v, dim=x, side=left, fd_order=1)\n", "v_dy = first_derivative(v, dim=y, side=left, fd_order=1)\n", "eq_u = Eq(u.dt + u*u_dx + v*u_dy, a*u.laplace, subdomain=grid.interior)\n", "eq_v = Eq(v.dt + u*v_dx + v*v_dy, a*v.laplace, subdomain=grid.interior)\n", "\n", "# Let SymPy rearrange our stencils to form the update expressions\n", "stencil_u = solve(eq_u, u.forward)\n", "stencil_v = solve(eq_v, v.forward)\n", "update_u = Eq(u.forward, stencil_u)\n", "update_v = Eq(v.forward, stencil_v)\n", "\n", "# Create Dirichlet BC expressions using the low-level API\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\n", "\n", "# Create the operator\n", "op = Operator([update_u, update_v] + bc_u + bc_v)\n", "\n", "# Execute the operator for a number of timesteps\n", "for batch_no in range(batches):\n", " op(time=batch_size, dt=dt, a=nu)\n", " print(\"Batch:\", batch_no+1)\n", " plot_field(u.data[0])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Following the non-linear convection example, we now rewrite this example in term of vectorial equation. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from devito import VectorTimeFunction, grad\n", "x, y = grid.dimensions\n", "# Reinitialise\n", "U = VectorTimeFunction(name='U', grid=grid, space_order=2)\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])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Boundary conditions" ] }, { "cell_type": "code", "execution_count": 7, "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_U += [Eq(U[1][t+1, 0, y], 1.)] # left\n", "bc_U += [Eq(U[1][t+1, nx-1, y], 1.)] # right\n", "bc_U += [Eq(U[1][t+1, x, ny-1], 1.)] # top\n", "bc_U += [Eq(U[1][t+1, x, 0], 1.)] # bottom" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reminder, our equations are thus:\n", "\n", "\n", "$$ \\frac{\\partial u}{\\partial t} + u \\frac{\\partial u}{\\partial x} + v \\frac{\\partial u}{\\partial y} = \\nu \\; \\left(\\frac{\\partial ^2 u}{\\partial x^2} + \\frac{\\partial ^2 u}{\\partial y^2}\\right)$$\n", " \n", "$$ \\frac{\\partial v}{\\partial t} + u \\frac{\\partial v}{\\partial x} + v \\frac{\\partial v}{\\partial y} = \\nu \\; \\left(\\frac{\\partial ^2 v}{\\partial x^2} + \\frac{\\partial ^2 v}{\\partial y^2}\\right)$$" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle \\left[\\begin{matrix}U_x(t + dt, x + h_x/2, y)\\\\U_y(t + dt, x, y + h_y/2)\\end{matrix}\\right] = \\left[\\begin{matrix}- dt \\left(- a \\left(\\frac{\\partial^{2}}{\\partial x^{2}} U_x(t, x + h_x/2, y) + \\frac{\\partial^{2}}{\\partial y^{2}} U_x(t, x + h_x/2, y)\\right) + U_x(t, x + h_x/2, y) \\frac{\\partial}{\\partial x} U_x(t, x + h_x/2, y) + U_y(t, x, y + h_y/2) \\frac{\\partial}{\\partial y} U_x(t, x + h_x/2, y)\\right) + U_x(t, x + h_x/2, y)\\\\- dt \\left(- a \\left(\\frac{\\partial^{2}}{\\partial x^{2}} U_y(t, x, y + h_y/2) + \\frac{\\partial^{2}}{\\partial y^{2}} U_y(t, x, y + h_y/2)\\right) + U_x(t, x + h_x/2, y) \\frac{\\partial}{\\partial x} U_y(t, x, y + h_y/2) + U_y(t, x, y + h_y/2) \\frac{\\partial}{\\partial y} U_y(t, x, y + h_y/2)\\right) + U_y(t, x, y + h_y/2)\\end{matrix}\\right]$" ], "text/plain": [ "Eq(Vector(U_x(t + dt, x + h_x/2, y), U_y(t + dt, x, y + h_y/2)), Vector(-dt*(-a*(Derivative(U_x(t, x + h_x/2, y), (x, 2)) + Derivative(U_x(t, x + h_x/2, y), (y, 2))) + 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*(-a*(Derivative(U_y(t, x, y + h_y/2), (x, 2)) + Derivative(U_y(t, x, y + h_y/2), (y, 2))) + 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)))" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Now this is a trivial stencil so let's just write it directly\n", "s = grid.time_dim.spacing\n", "update_U = Eq(U.forward, U - s * (grad(U)*U - a * U.laplace), subdomain=grid.interior)\n", "\n", "update_U" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Inspecting the analytical equations above we can see that we have the update (stencil) as a vectorial equation once again. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We finally run the operator." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 1\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 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 2\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "Operator `Kernel` ran in 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 3\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 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 4\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 0.02 s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Batch: 5\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# NBVAL_IGNORE_OUTPUT\n", "op = Operator([update_U] + bc_U)\n", "# Execute the operator for a number of timesteps\n", "for batch_no in range(batches):\n", " op(time=batch_size, dt=dt, a=nu)\n", " print(\"Batch:\", batch_no+1)\n", " plot_field(U[0].data[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": "3.10.12" }, "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 }, "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 }