{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "4ff8f690-b7b8-49c0-b766-516fac6b321c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.cm as cm\n",
    "from scipy.interpolate import interp1d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "f0ba45f1-0059-4bae-88a0-6ab4c1c23ca0",
   "metadata": {},
   "outputs": [],
   "source": [
    "d = np.loadtxt('diffusion.txt')\n",
    "x = d[:,0] - 0.5\n",
    "d = d[:,1:]\n",
    "nx, nt = np.shape(d)\n",
    "\n",
    "t = np.linspace(0,1,nt)\n",
    "\n",
    "iplots = np.arange(0,nt,40)\n",
    "nplots = len(iplots)\n",
    "import matplotlib.cm as cm\n",
    "colors = cm.viridis(np.linspace(0, 1, nplots))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 218,
   "id": "2a51a4bb-7a94-4eba-ba8f-1863d0d28c23",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 360x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.rc('font', size=14)\n",
    "fig,ax = plt.subplots(1,1, figsize=(5,8))\n",
    "for ip in range(nplots):\n",
    "    plt.plot(x,d[:,iplots[ip]], color=colors[ip], label='')\n",
    "dstoic = 0.1729\n",
    "plt.plot([-0.5,0.5], [dstoic, dstoic], ':', color='black', label=r'$\\xi_{stoic}$')\n",
    "ax.set_xticks([])\n",
    "ax.set_yticks([]);\n",
    "ax.set_xlabel('position');\n",
    "ax.set_ylabel('mixture fraction');\n",
    "ax.legend(frameon=False);\n",
    "fig.savefig('diffusion1.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 219,
   "id": "a8dbb200-f026-47a2-b5db-2260423c96dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 360x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax = plt.subplots(1,1, figsize=(5,8))\n",
    "\n",
    "dstoic = 0.1729\n",
    "xstoicL = np.zeros(nt)\n",
    "for i in range(nt):\n",
    "    f = interp1d(d[:51,i], x[:51])\n",
    "    xstoicL[i] = f(dstoic)\n",
    "xstoicR = -xstoicL\n",
    "plt.plot(xstoicL,t+dstoic, '-', color='black', label=r'$\\xi_{stoic}$')\n",
    "plt.plot(xstoicR,t+dstoic, '-', color='black', label='')\n",
    "\n",
    "dstoic = 0.1\n",
    "xstoicL = np.zeros(nt)\n",
    "for i in range(nt):\n",
    "    f = interp1d(d[:51,i], x[:51])\n",
    "    xstoicL[i] = f(dstoic)\n",
    "xstoicR = -xstoicL\n",
    "plt.plot(xstoicL,t+dstoic, '-', color='gray', label='')\n",
    "plt.plot(xstoicR,t+dstoic, '-', color='gray', label='')\n",
    "\n",
    "dstoic = 0.05\n",
    "xstoicL = np.zeros(nt)\n",
    "for i in range(nt):\n",
    "    f = interp1d(d[:51,i], x[:51])\n",
    "    xstoicL[i] = f(dstoic)\n",
    "xstoicR = -xstoicL\n",
    "plt.plot(xstoicL,t+dstoic, '-', color='gray', label='')\n",
    "plt.plot(xstoicR,t+dstoic, '-', color='gray', label='')\n",
    "\n",
    "for ip in range(nplots):\n",
    "    plt.plot(x,d[:,iplots[ip]]+t[iplots[ip]], color=colors[ip], lw=0.7, label='')\n",
    "    xx = [xstoicL[iplots[ip]], xstoicR[iplots[ip]]]\n",
    "    #plt.plot(xx, [dstoic+t[iplots[ip]], dstoic+t[iplots[ip]]], 'o', color='red')\n",
    "ax.set_xticks([])\n",
    "ax.set_yticks([]);\n",
    "\n",
    "ax.set_xlabel('position');\n",
    "ax.set_ylabel('mixture fraction, downstream shifted');\n",
    "ax.legend(frameon=False);\n",
    "fig.savefig('diffusion2.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "1b60e124-70f5-4619-b3f0-b2ffa5106412",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ab6e9ed8-7651-4a05-83ca-58bf5cd32b68",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "39cfd13b-18c6-4b7c-a4c8-a925d2183514",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.9.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
