{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Step 7: 2D Diffusion\n", "\n", "Now we move towards solving 2D difussion which can be represented by the PDE seen below:\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", "\n", "## Discretization\n", "\n", "We've already experienced discretizing second order derivatives in Step 3. Same scheme here, with forward difference in time and two second-order derivative expansions as so:\n", "\n", "$$\n", " \\frac{ u^{n+1}_{i,j} - u^n_{i,j}} {\\Delta t} = \\nu \\frac{u^{n}_{i+1,j} - 2 u^n_{i,j} + u^n_{i-1,j}}{\\Delta x^2} + \\nu \\frac{u^{n}_{i,j+1} - 2 u^n_{i,j} + u^n_{i,j-1}}{\\Delta y^2} \n", "$$\n", "\n", "As always, we solve for our only unknown $u^{n+1}_{i,j}$ and iterate through the equation that follows:\n", "\n", "$$u^{n+1}_{i,j} = u^n_{i,j} + \\nu \\frac{\\Delta t}{\\Delta x^2}(u^n_{i+1,j} - 2 u^n_{i,j}) + \\nu \\frac{\\Delta t}{\\Delta y^2}(u^n_{i,j+1} - 2 u^n_{i,j}) + u^n_{i,j-1} \n", "$$\n", "\n", "\n", "## Initial and Boundary Conditions\n", "\n", "We will solve the equation with the same initial conditions:\n", "\n", "$$u = \\begin{cases}\n", "\\begin{matrix}\n", "2 & \\text{for } x,y \\in (0.5,1) \\times (0.5,1) \\cr\n", "1 & \\text{everywhere else}\n", "\\end{matrix}\\end{cases}\n", "$$\n", "\n", "And boundary conditions:\n", "\n", "$$u = 1 \\ \\text{for} \\begin{cases}\n", "\\begin{matrix}\n", " x = 0,2 \\cr\n", " y = 0,2 \n", "\\end{matrix}\n", "\\end{cases}\n", "$$\n", "\n", "The boundary conditions set u equal to 1 along boundaries of the grid:\n", "\n", "## Libraries and Variable declarations\n", "\n", "### Lib import" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Adding inline command to make plots appear under comments\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "from mpl_toolkits.mplot3d import Axes3D\n", "%matplotlib notebook" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Variable Declarations" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "grid_length_x = 2\n", "grid_length_y = 2\n", "grid_points_x = 31\n", "grid_points_y = 31\n", "nt = 100\n", "nu = .05\n", "dx = grid_length_x / (grid_points_x - 1) \n", "dy = grid_length_y / (grid_points_y - 1) \n", "sigma = .25 \n", "dt = sigma * dx * dy / nu\n", "\n", "x = np.linspace(0, grid_length_x, grid_points_x)\n", "y = np.linspace(0, grid_length_y, grid_points_y)\n", "\n", "u = np.ones((grid_points_x, grid_points_y))\n", "un = np.ones((grid_points_x, grid_points_y))\n", "\n", "#Initiallizing the array containing the shape of our initial conditions\n", "u[int(.5 / dy):int(1 / dy + 1),int(.5 / dx):int(1 / dx + 1)] = 2 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting initial conditions" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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