{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Pseudospectral tutorial, part 2\n", "## UNCW, March 2018\n", "\n", "\n", "A gentle stroll through pseudospectral methods: solving $\\partial_t \\zeta + u\\partial_x\\zeta + \\upsilon\\partial_y\\zeta = \\nu \\nabla^2\\zeta$, where $\\zeta = \\nabla^2\\psi$, $u=-\\partial_y\\psi$, and $\\upsilon=\\partial_x\\psi$.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First load the package for plotting." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "using Pkg\n", "Pkg.activate(\"../../.\")\n", "\n", "using PyPlot, Random, FFTW" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We create the physical grid $x$, $y$ (as in \"Part 1\" notebook). Also, we create the wavenumber grid. We take $L_x=L_y=2\\pi$." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "nx, ny = 64, 64 # number of grid points\n", "Lx, Ly = 2.0*pi, 2.0*pi # size of the domain in each direction\n", "\n", "# constructing the physical grid (x,y)\n", "dx, dy = Lx/nx, Ly/ny\n", " x = 0:dx:Lx-dx\n", " y = 0:dy:Ly-dy\n", "\n", "X = zeros(nx,ny)\n", "Y = zeros(nx,ny)\n", "for j in 1:ny, i in 1:nx\n", " X[i, j] = x[i]\n", " Y[i, j] = y[j]\n", "end\n", "\n", "# constructing the wavenumber grid (k,l)\n", "k = 2.0*pi/Lx * [0:nx/2; -nx/2+1:-1];\n", "l = 2.0*pi/Ly * [0:ny/2; -ny/2+1:-1];\n", "\n", "K = zeros(nx, ny)\n", "L = zeros(nx, ny)\n", "for j in 1:ny, i in 1:nx\n", " K[i, j] = k[i]\n", " L[i, j] = l[j]\n", "end\n", "\n", "ksq = @. K^2 + L^2\n", "\n", "invksq = 1 ./ ksq # this is used to obtain streamfunction ψ from vorticity ζ\n", "invksq[1,1] = 1;" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define some parameters." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "nu = 3.0e-04 # kinematic viscosity coefficient (you can also use nu=8.0e-05 for n=128)\n", "dt = 0.025 # the time step\n", "tfin = 1000 # the final time for the integration\n", "nstep = Int(tfin/dt) + 1; # the total number of time steps\n", "\n", "t = 0:dt:tfin; # the array with the discretized values for time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Prescribe an initial condition for $\\zeta(x,y,t=0)$ and plot it." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Random.seed!(1234)\n", "zeta0 = randn(nx, ny)\n", "zetah = fft(zeta0)\n", "zetah[1, 1] = 0\n", "zetah[@. ksq > (10)^2 ] .= 0\n", "zetah[@. ksq < (3)^2 ] .= 0\n", "zeta0 = real(ifft(zetah))\n", "psih = -invksq.*zetah # calculate \\hat{ψ}\n", "zeta = real(ifft(zetah)) # calculate ζ(x,y,t)\n", "u = real(ifft(-im*L.*psih)) # calculate u velocity u(x,y,t)\n", "v = real(ifft(+im*K.*psih)) # calculate v velocity v(x,y,t)\n", "\n", "\n", "time = 0\n", "nc = Int(nx/32) # this variable allows us to plot arrows every nc points instead\n", " # of plotting an arrow at each point --- helps for better visualization\n", "\n", "figure(1)\n", "pcolormesh(X, Y, zeta0)\n", "colorbar()\n", "quiver(X[1:nc:end,1:nc:end], Y[1:nc:end,1:nc:end], u[1:nc:end,1:nc:end], v[1:nc:end,1:nc:end])\n", "xlabel(L\"$x$\")\n", "ylabel(L\"$y$\")\n", "title(string(L\"vorticity & $(u,v)$ at $t = $\", time))\n", "axis(\"square\")\n", "draw();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Time-step $\\zeta$ forward for `nstep` times." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = figure()\n", "\n", "for j = 2:nstep\n", " \n", " psih = -invksq.*zetah # calculate \\hat{ψ}\n", " u = real(ifft(-im*L.*psih)) # calculate u velocity\n", " v = real(ifft(+im*K.*psih)) # calculate v velocity\n", " zetax = real(ifft(im*K.*zetah)) # calculate ∂ζ/∂x\n", " zetay = real(ifft(im*L.*zetah)) # calculate ∂ζ/∂y\n", "\n", " # now we are ready to calculate the r.h.s. of our PDE\n", " rhs = -fft(u.*zetax + v.*zetay) - nu*ksq.*zetah\n", " \n", " zetah = zetah + dt*rhs # time-step forward using the simplest Euler scheme\n", "\n", " if j % 200 == 1\n", " time = t[j]\n", " zeta = real(ifft(zetah))\n", " pcolormesh(X, Y, zeta, animated=true)\n", " title(string(L\"vorticity at $t = $\", time))\n", " colorbar()\n", " quiver(X[1:nc:end,1:nc:end], Y[1:nc:end,1:nc:end], u[1:nc:end,1:nc:end], v[1:nc:end,1:nc:end])\n", " xlabel(L\"$x$\")\n", " ylabel(L\"$y$\")\n", " title(string(L\"vorticity & $(u,v)$ at $t = $\", time))\n", " axis(\"square\")\n", " sleep(0.01)\n", " IJulia.clear_output(true)\n", " display(fig)\n", " clf()\n", " end\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the final state." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "time = tfin\n", "zeta = real(ifft(zetah))\n", "psih = -invksq.*zetah # calculate \\hat{ψ}\n", "u = real(ifft(-im*L.*psih)) # calculate u velocity\n", "v = real(ifft(+im*K.*psih)) # calculate v velocity\n", "\n", "figure(1)\n", "pcolormesh(X, Y, zeta)\n", "colorbar()\n", "quiver(X[1:nc:end,1:nc:end], Y[1:nc:end,1:nc:end], u[1:nc:end,1:nc:end], v[1:nc:end,1:nc:end])\n", "xlabel(L\"$x$\")\n", "ylabel(L\"$y$\")\n", "title(string(L\"vorticity & $(u,v)$ at $t = $\", time))\n", "draw()\n", "axis(\"square\");" ] } ], "metadata": { "kernelspec": { "display_name": "Julia 1.1.0", "language": "julia", "name": "julia-1.1" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "1.1.0" } }, "nbformat": 4, "nbformat_minor": 1 }