{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Dynamical Magnetic X-ray Scattering\n",
    "\n",
    "In this example static and transient magnetic X-ray simulations are carried out employing a dynamical magnetic X-ray scattering formalism which was adapted from [Project Dyna](http://dyna.neel.cnrs.fr)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setup\n",
    "\n",
    "Do all necessary imports and settings."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import udkm1Dsim as ud\n",
    "u = ud.u  # import the pint unit registry from udkm1Dsim\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "u.setup_matplotlib()  # use matplotlib with pint units"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Structure\n",
    "\n",
    "Refer to the [structure-example](structure.ipynb) for more details.\n",
    "\n",
    "In this example the sample `Structure` consists of `AmorphousLayer`s.\n",
    "\n",
    "In order to build an antiferromagnetic sample two different types of _Fe_ `Atom`s and `AmorphousLayer`s are created with opposite in-plane magnetization.\n",
    "\n",
    "Here a local file for the atomic scattering factor is read only for Fe atoms."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "Fe_right = ud.Atom('Fe', mag_amplitude=1, mag_phi=90*u.deg, mag_gamma=90*u.deg,\n",
    "                   atomic_form_factor_path='./Fe.cf')\n",
    "Fe_left = ud.Atom('Fe', mag_amplitude=1, mag_phi=90*u.deg, mag_gamma=270*u.deg,\n",
    "                  atomic_form_factor_path='./Fe.cf')\n",
    "Cr = ud.Atom('Cr')\n",
    "Si = ud.Atom('Si')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "density_Fe = 7874*u.kg/u.m**3\n",
    "\n",
    "prop_Fe = {}\n",
    "prop_Fe['heat_capacity'] = 449*u.J/u.kg/u.K\n",
    "prop_Fe['therm_cond'] = 80*u.W/(u.m *u.K)\n",
    "prop_Fe['lin_therm_exp'] = 11.8e-6\n",
    "prop_Fe['sound_vel'] = 4.910*u.nm/u.ps\n",
    "prop_Fe['opt_ref_index'] = 2.9174+3.3545j\n",
    "\n",
    "layer_Fe_left = ud.AmorphousLayer('Fe_left', 'Fe left amorphous', 1*u.nm, density_Fe, atom=Fe_left, **prop_Fe)\n",
    "layer_Fe_right = ud.AmorphousLayer('Fe_right', 'Fe right amorphous', 1*u.nm, density_Fe, atom=Fe_right, **prop_Fe)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "density_Cr = 7140*u.kg/u.m**3\n",
    "\n",
    "prop_Cr = {}\n",
    "prop_Cr['heat_capacity'] = 449*u.J/u.kg/u.K\n",
    "prop_Cr['therm_cond'] = 94*u.W/(u.m*u.K)\n",
    "prop_Cr['lin_therm_exp'] = 6.2e-6\n",
    "prop_Cr['sound_vel'] = 5.940*u.nm/u.ps\n",
    "prop_Cr['opt_ref_index'] = 3.1612+3.4606j\n",
    "\n",
    "layer_Cr = ud.AmorphousLayer('Cr', \"Cr amorphous\", 1*u.nm, density_Cr, atom=Cr, **prop_Cr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "density_Si = 2336*u.kg/u.m**3\n",
    "\n",
    "prop_Si = {}\n",
    "prop_Si['heat_capacity'] = 703*u.J/u.kg/u.K\n",
    "prop_Si['therm_cond'] = 150*u.W/(u.m*u.K)\n",
    "prop_Si['lin_therm_exp'] = 2.6e-6\n",
    "prop_Si['sound_vel'] = 8.433*u.nm/u.ps\n",
    "prop_Si['opt_ref_index'] = 3.6941+0.0065435j\n",
    "\n",
    "layer_Si = ud.AmorphousLayer('Si', \"Si amorphous\", 1*u.nm, density_Si, atom=Si, **prop_Si)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "S = ud.Structure('Fe/Cr AFM Super Lattice')\n",
    "\n",
    "# create a sub-structure\n",
    "DL = ud.Structure('Two Fe/Cr Double Layers')\n",
    "DL.add_sub_structure(layer_Fe_left, 1)\n",
    "DL.add_sub_structure(layer_Cr, 1)\n",
    "DL.add_sub_structure(layer_Fe_right, 1)\n",
    "DL.add_sub_structure(layer_Cr, 1)\n",
    "\n",
    "S.add_sub_structure(DL, 10)\n",
    "S.add_sub_structure(layer_Fe_left, 10)\n",
    "S.add_sub_structure(layer_Si, 200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x72 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "S.visualize()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Heat\n",
    "\n",
    "Refer to the [heat-example](heat.ipynb) for more details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "h = ud.Heat(S, True)\n",
    "\n",
    "h.save_data = False\n",
    "h.disp_messages = True\n",
    "\n",
    "h.excitation = {'fluence': [40]*u.mJ/u.cm**2,\n",
    "                'delay_pump':  [0]*u.ps,\n",
    "                'pulse_width':  [1]*u.ps,\n",
    "                'multilayer_absorption': True,\n",
    "                'wavelength': 800*u.nm,\n",
    "                'theta': 45*u.deg}\n",
    "\n",
    "# enable heat diffusion\n",
    "h.heat_diffusion = True\n",
    "\n",
    "# temporal and spatial grid\n",
    "delays = np.r_[-2:40:0.1]*u.ps\n",
    "_, _, distances = S.get_distances_of_layers()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Surface incidence fluence scaled by factor 0.7071 due to incidence angle theta=45.00 deg\n",
      "Calculating _heat_diffusion_ for excitation 1:1 ...\n",
      "Absorption profile is calculated by multilayer formalism.\n",
      "Total reflectivity of 47.7 % and transmission of 6.4 %.\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "767e8f42b7d145478117b76ea6490d0e",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "0it [00:00, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time for _heat_diffusion_ with 1 excitation(s): 12.861751 s\n",
      "Calculating _heat_diffusion_ without excitation...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5b40d69b9bf443a283320d58fe4ccd97",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "0it [00:00, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time for _heat_diffusion_: 6.424054 s\n",
      "Elapsed time for _temp_map_: 19.422909 s\n"
     ]
    }
   ],
   "source": [
    "temp_map, delta_temp_map = h.get_temp_map(delays, 0*u.K)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(distances.to('nm').magnitude, temp_map[20, :], label='{:0.2f} ps'.format(delays[20].to('ps').magnitude))\n",
    "plt.plot(distances.to('nm').magnitude, temp_map[-1, :], label='{:0.2f} ps'.format(delays[-1].to('ps').magnitude))\n",
    "plt.xlim([0, distances.to('nm').magnitude[-1]])\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Temperature [K]')\n",
    "plt.legend()\n",
    "plt.title('Temperature Profile')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(distances.to('nm').magnitude, delays.to('ps').magnitude, temp_map, shading='auto')\n",
    "plt.colorbar()\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.title('Temperature Map')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Numerical Phonons\n",
    "\n",
    "Refer to the [phonons-example](phonons.ipynb) for more details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "p = ud.PhononNum(S, True)\n",
    "p.save_data = False\n",
    "p.disp_messages = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating linear thermal expansion ...\n",
      "Calculating coherent dynamics with ODE solver ...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b7156ec846ea4843ab28dd57d775e966",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "0it [00:00, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time for _strain_map_: 0.422739 s\n"
     ]
    }
   ],
   "source": [
    "strain_map = p.get_strain_map(delays, temp_map, delta_temp_map)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(distances.to('nm').magnitude, strain_map[130, :], label=np.round(delays[130]))\n",
    "plt.plot(distances.to('nm').magnitude, strain_map[-1, :], label=np.round(delays[-1]))\n",
    "plt.xlim([0, distances.to('nm').magnitude[-1]])\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Strain')\n",
    "plt.legend()\n",
    "plt.title('Strain Profile')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(distances.to('nm').magnitude, delays.to('ps').magnitude,\n",
    "               strain_map, cmap='RdBu',\n",
    "               vmin=-np.max(strain_map), vmax=np.max(strain_map), shading='auto')\n",
    "plt.colorbar()\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.title('Strain Map')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Magnetization\n",
    "\n",
    "The `Magnetization` class is currently only an interface to allow the user for defining specific magnetization dynamics depending on the `strain_map` and `temp_map`.\n",
    "\n",
    "Here the magnetization as function of temperature is used as a simplified model to alter the transient magnetization amplitude."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ATnD3zu4+u4jdugG54VNJ+4CxwIAjthkMvOnuK8PfZ33xyheJrerpFXj+2m5c1LkB//zoe37z+hz2H9Q0mBJfCj0iMLMr3f1FM7v9iPUAuPuDhezeAFgV8TwPOOmIbVoDqWb2BVAV+Je7P19AHcOAYQCNGzcurGSREpeWksyDl3akUc10Hvl0Meu272XUFV2onBbtAbVI2VbUEUHl8NeqBSxViti3oOPnI+9eSwG6AucCZwF/MLPWP9rJfbS7Z7t7dlZWVhHfVqTkmYWGpfi/i09g0uINDH5yCpt27A26LJESUeifNO7+RPjhJ+7+deRr4Q7jwuQBjSKeNwTWFLDNRnffCew0sy+BjsD3RRUuEoTLuzWmVpU0bn55JgMf/4bnf96NRjXTgy5L5CeJ9qqhR6NcF2k60MrMmplZBeByYPwR27wN9DazFDNLJ3TqaGGUNYkEol+7Orx03Uls3rmPi0dNZsGabUGXJPKTFBoE4UHm7gCyzOz2iOVeoND77939AHAzMIHQh/s4d59vZsPNbHh4m4XAh8AcYBrwlLvP+8mtEomx7KY1eX14D1KSjMue+IbJSzYGXZLIMSt00DkzOwXoCwwHHo94aTvwjrsvjml1BdCgc1KWrM3fzdXPTGP5xl08dFknzu1QL+iSRApU2KBz0Y4+2sTdV5R4ZcdAQSBlTf6u/Vz73HRmrNzCny84nqt6NA26JJEf+cmjjwK7zOx+4Hig4uGVQQxDLVLWZKSn8uJ1J3Hzy9/yh7fns23PAW46tWXQZYlELdrO4peA74BmwJ+A5YQ6g0WE0Oilo67swoWd6nP/hEX83wffEc3RtkhZEO0RQS13f9rMbnX3icBEjQsk8t9Sk5N48NJOVE5L4fGJS9i+Zz9/GdCepCQNSSFlW7RBsD/8da2ZnUvofoCGsSlJpPxKSjLuu7A9VSum8vjEJezce4D7L+lIanK0B98ipS/aILgvPODcHYTuH6gG3BazqkTKMTPj7rPbUrViCvdPWMTOfQd5dFBnzXgmZVa0f6bMdvd8d5/n7qe6e1dC1/2LyFHcdGpL/nTB8Xy8YB3XPjednXsPBF2SSIGiDYJlZvZK+O7fw96PRUEi8eTqnk355yUd+WbJJq56eirb9uwveieRUhZtEMwFvgK+MrMW4XXqAROJwsCuDRl5RRfm5OVz1VNTyd+tMJCyJdogcHcfCfwSeMfMzufHI4mKyFH0b1+PUVd2ZcHabVz51FS27toXdEki/xFtEBhAeATS04FfA21jVZRIPOrXrg5PXNWVRT9sZ/CTU9myU2EgZUO0QXDT4QfuvhY4Degfk4pE4thpbeswekhXcjfsYJDmNJAyItogGBH5JDyy6EMlX45I/OvbpjZPX53Nso07GfzkVDYqDCRgRQ1D3dbMfgZkmNnFEctQIsYcEpHi6d0qi2eHnsiKzTsZNHoK67fvCbokSWBFHRG0Ac4DqgPnRyxdgOtjWplInOvZMpMx13Qjb8tuhYEEKtphqHu4+zelUE+RNAy1xJtpyzYz9NlpNKheibHDulOrSlrQJUkcKmwY6qJODf0m/HCwmT1y5FLilYokoG7NavLU1dms3LyLK5+epktLpdQVdWro8PzBOcCMAhYRKQE9W2Ty5JBslqzfwZBnpukOZClVUZ0a+s/GZpXdfWcM6ymSTg1JPPt04TpueGEGHRpm8Py1J1ElLdpxIUUKd8ynhiLeoIeZLSB8hGBmHc1sZAnWKCLA6cfVYcTgzszOy+faMdPZve9g0CVJAoj2PoKHgbOATQDuPhvoE6OaRBJa//b1eOiyTkxfvpnrn89hz36FgcRW1LNluPuqI1bpt1MkRi7oWJ9/DOzI10s2cuOLM9h34FDQJUkcizYIVplZT8DNrIKZ3cn/70gWkRgY2LUhf73wBD5ftIHbx83i4CGN8yixEW1P1HDgX0ADIA/4iIjxh0QkNgaf1Jjte/bzvx98R0alVO67sD1mGgFeSlZUQeDuG4ErYlyLiBTghlNasGXXfh6fuIQa6RW486w2QZckcSaqIDCzLEJDSjSN3Mfdfx6bskQk0l3925C/ex8jPs+lenoq1/VuHnRJEkeiPTX0NqEZyj5BncQipc7MuO/CE8jfvZ/73ltItUqpXJrdKOiyJE5EGwTp7n5XTCsRkUIlJxkPXdaJ7XtyuPuNOWRUSuWs4+sGXZbEgWivGnrXzM6JaSUiUqS0lGQev7IrHRtV55aXv2Vy7sagS5I4EG0Q3EooDHab2TYz225m22JZmIgUrHJaCs8OPZGmmekMe2EGC9bov6L8NFEFgbtXdfckd6/k7tXCz6vFujgRKVj19AqMuaYbVdJSuGbMNFZv3R10SVKORTvWUJcClhZmVmgfg5n1N7NFZpZrZncXst2JZnbQzAYWtwEiiap+9UqM+fmJ7Np7kKHPTCN/l0YslWMT7amhkcAU4MnwMgUYC3xvZmcWtIOZJQOPAWcD7YBBZtbuKNv9HZhQ7OpFElzbutV4YkhXVmzaxfUv5LD3gC7qk+KLNgiWA53dvau7dwU6AfOAM4B/HGWfbkCuuy91932EgmNAAdvdArwBrC9G3SIS1rNFJvdf0oFpyzZz+7jZHNJQFFJM0QZBW3eff/iJuy8gFAxLC9mnARA5UF1eeN1/mFkD4CLg8cK+uZkNM7McM8vZsGFDlCWLJI4BnRrw27Pb8t6ctfztfQ0DJsUT7X0Ei8xsFKG/6gEuI3RaKA042onJggZEOfJPlYeBu9z9YGHjp7j7aGA0hCamibJmkYQyrE9z1ubv4alJy6hXvRLX9moWdElSTkQbBEOBXwC/IvQBPwm4k1AInHqUffKAyFsfGwJrjtgmGxgbDoFM4BwzO+Dub0VZl4iEmRl/OK8dP+Tv4b73FtCoRiXO1A1nEoViTVVZrDcOXVH0PXA6sBqYDgyOPMV0xPZjgHfd/fXC3ldTVYoUbs/+g1w2egrf/7Cd14b3oH2DjKBLkjKgJKaqbGVmr5vZAjNbengpbB93PwDcTOhqoIXAOHefb2bDzWx4cRshItGpmJrMk0O6UiM9leuey2Hdtj1BlyRlXFRHBGY2CbgHeAg4H7gmvO89sS3vx3REIBKdhWu3MXDUZJpnVWHcDT2oVCE56JIkQD/5iACo5O6fEvrwX+Hu9wKnlVSBIlLyjqtXjUcGdWbemnxuHzdLl5XKUUUbBHvMLAlYbGY3m9lFQO0Y1iUiJeD04+rw+3OO44N5P/DAx4uCLkfKqGiD4FdAOvBLoCtwFXB1jGoSkRJ0ba9mDOrWmMc+X8IbM/KCLkfKoGinqpwefriDUP+AiJQTZsafBxzPik07ufvNOTTNTKdrk5pBlyVlSKGdxWY2vrCd3f2CEq+oCOosFjk2+bv2c8Fjk9i17yDv3tKLOtUqBl2SlKLCOouLOiLoQWiYiFeAqRR8t7CIlAMZ6amMviqbi0Z+zfAXZzB2WHfSUnQlkRTdR1AX+B3QHvgX0A/Y6O4T3X1irIsTkZLVpm5VHry0I9+u3Mo9b88nVjeUSvlSaBC4+0F3/9Ddrwa6A7nAF2Z2S6lUJyIlrn/7etx8akvGTl/FS1NXBl2OlAFFdhaHB5Y7FxgENAUeAd6MbVkiEku39WvNgrXbuHf8fNrUrcqJTdV5nMgKPSIws+eAyUAX4E/ufqK7/8XdV5dKdSISE8lJxkOXdaJRzXRufHEma/M11WUiK6qP4CqgNaHJ6yeHJ67X5PUicSCjUipPDunKnv0HGf7iTM1ulsCK6iNICk9UXzU8af3hRZPXi8SBlrWr8s9LOjJ71Vb+9p4mtElU0d5ZLCJxqn/7ulzXqxnPfbOCd2YfOWWIJAIFgYhw19lt6dqkBne/MYclG3YEXY6UMgWBiJCanMSIwZ1JS03mFy/OZPc+9RckEgWBiABQL6MSD1/Wie/Xb+f3b83VzWYJREEgIv/Rp3UWvzytFW/OXM2r01cFXY6UEgWBiPyXX57eil4tM/nj+PksXKurxBOBgkBE/ktykvHw5Z3IqJTKLa98q/6CBKAgEJEfyaySxgOXdCR3/Q7+8t6CoMuRGFMQiEiB+rTOYlif5rw8dSUfzlsbdDkSQwoCETmqO89swwkNMrjrjbkajyiOKQhE5KgqpCTxyKDO7D94iF+NncXBQ7qkNB4pCESkUM0yK/OnC45n6rLNjPoiN+hyJAYUBCJSpIFdG3Jeh3o89MliZq3aGnQ5UsIUBCJSJDPjrxedQO2qadwxbhZ79uuS0niiIBCRqGRUSuUfAzuwZMNO7p+wKOhypAQpCEQkar1bZXFV9yY88/UypizdFHQ5UkIUBCJSLL89py2Na6Zz52uz2bH3QNDlSAlQEIhIsaRXSOGBSzqyeutu/qpZzeJCTIPAzPqb2SIzyzWzuwt4/QozmxNeJptZx1jWIyIlI7tpTYb1bs4r01by+aL1QZcjP1HMgsDMkoHHgLOBdsAgM2t3xGbLgFPcvQPwF2B0rOoRkZJ1W7/WtK5Thd+9OZfte/YHXY78BLE8IugG5Lr7UnffB4wFBkRu4O6T3X1L+OkUoGEM6xGRElQxNZm//6wDP2zbo6uIyrlYBkEDIHJmi7zwuqO5FvigoBfMbJiZ5ZhZzoYNG0qwRBH5KTo3rsHQnk15YcoKcpZvDrocOUaxDAIrYF2BA5WY2amEguCugl5399Hunu3u2VlZWSVYooj8VHee2Yb6GZW4+8257D2gG83Ko1gGQR7QKOJ5Q2DNkRuZWQfgKWCAu+vCZJFypnJaCvdd1J7c9TsY+fmSoMuRYxDLIJgOtDKzZmZWAbgcGB+5gZk1Bt4ErnL372NYi4jE0KltajOgU31GfpHL9+u2B12OFFPMgsDdDwA3AxOAhcA4d59vZsPNbHh4sz8CtYCRZjbLzHJiVY+IxNYfz2tHlbQUfvvmXA5puOpyxdzL1z9Ydna25+QoL0TKonE5q/jN63O4f2AHLsluVPQOUmrMbIa7Zxf0mu4sFpESM7BLQ7o0rs7/ffAd+bt1b0F5oSAQkRKTlGT8eUB7tuzax0Mfq9uvvFAQiEiJat8ggytOasLz3yxnwZptQZcjUVAQiEiJu/PMNlRPr8A94+dR3vohE5GCQERKXEZ6Knf1b8P05Vt4a9bqoMuRIigIRCQmLunaiA4NM7j/w0Wa2rKMUxCISEwkJRm/O+c41uTv4ZmvlwVdjhRCQSAiMdO9eS3OOK4OIz9fwqYde4MuR45CQSAiMXX32W3Zvf8g//p0cdClyFEoCEQkplrWrsLgbo15aepKlmzYEXQ5UgAFgYjE3K1ntKJSajL3f6gJbMoiBYGIxFxmlTSu692MD+f/wLzV+UGXI0dQEIhIqfh5r2ZUq5jCw5+or6CsURCISKmoVjGVYX2a88nCdczJ2xp0ORJBQSAipWboyc2onp6qAenKGAWBiJSaKmkp3NCnBZ8v2sDMlVuCLkfCFAQiUqqG9GhC9fRURn2h+Y3LCgWBiJSqymkpDOnehI8XrCN3ve4rKAsUBCJS6ob0bEpaShJPfbU06FIEBYGIBCCzShoDuzbkzZmrWb99T9DlJDwFgYgE4vrezdl/6BBjvl4edCkJT0EgIoFomlmZfsfVYez0Vew9oPkKgqQgEJHAXNG9CZt37mPC/HVBl5LQFAQiEpjeLTNpVLMSL09dEXQpCU1BICKBSUoyBnVrzJSlm3UpaYAUBCISqEu6NiIlyXhtxqqgS0lYCgIRCVRW1TR6tcrk3dlrcfegy0lICgIRCdz5Heqzeutuvl21NehSEpKCQEQC1+/4OlRISeKd2WuCLiUhKQhEJHDVKqbSp1UWHy/QZaRBUBCISJnQp3UmeVt2s3LTrqBLSTgxDQIz629mi8ws18zuLuB1M7NHwq/PMbMusaxHRMquk1tmAvBV7oaAK0k8MQsCM0sGHgPOBtoBg8ys3RGbnQ20Ci/DgFGxqkdEyrbmmZWpl1GRSYs3Bl1KwkmJ4Xt3A3LdfSmAmY0FBgALIrYZADzvoWvGpphZdTOr5+5rY1iXiJRBZkbvVpm89e0a+j04MehyyqTLTmzEdb2bl/j7xjIIGgCRd4jkASdFsU0D4L+CwMyGETpioHHjxiVeqIiUDUN7NmPXvoMc0v0EBcqskhaT941lEFgB6478141mG9x9NDAaIDs7W78hInGqXf1qjBisrsLSFsvO4jygUcTzhsCRFwlHs42IiMRQLINgOtDKzJqZWQXgcmD8EduMB4aErx7qDuSrf0BEpHTF7NSQux8ws5uBCUAy8Iy7zzez4eHXHwfeB84BcoFdwDWxqkdERAoWyz4C3P19Qh/2kesej3jswE2xrEFERAqnO4tFRBKcgkBEJMEpCEREEpyCQEQkwVl5mxHIzDYAxZnpOhNIxMFLErHdidhmSMx2J2Kb4ae1u4m7ZxX0QrkLguIysxx3zw66jtKWiO1OxDZDYrY7EdsMsWu3Tg2JiCQ4BYGISIJLhCAYHXQBAUnEdidimyEx252IbYYYtTvu+whERKRwiXBEICIihVAQiIgkuLgOAjPrb2aLzCzXzO4Oup6SYmaNzOxzM1toZvPN7Nbw+ppm9rGZLQ5/rRGxz2/DP4dFZnZWcNX/NGaWbGbfmtm74eeJ0ObqZva6mX0X/jfvEe/tNrPbwr/b88zsFTOrGI9tNrNnzGy9mc2LWFfsdppZVzObG37tETMraNKvo3P3uFwIDX29BGgOVABmA+2CrquE2lYP6BJ+XBX4HmgH/AO4O7z+buDv4cftwu1PA5qFfy7JQbfjGNt+O/Ay8G74eSK0+TnguvDjCkD1eG43oelqlwGVws/HAUPjsc1AH6ALMC9iXbHbCUwDehCa9fED4Ozi1BHPRwTdgFx3X+ru+4CxwICAayoR7r7W3WeGH28HFhL6zzOA0IcG4a8Xhh8PAMa6+153X0Zo/odupVp0CTCzhsC5wFMRq+O9zdUIfVg8DeDu+9x9K3HebkJD5FcysxQgndDMhXHXZnf/Eth8xOpitdPM6gHV3P0bD6XC8xH7RCWeg6ABsCrieV54XVwxs6ZAZ2AqUMfDM7yFv9YObxYvP4uHgd8AhyLWxXubmwMbgGfDp8SeMrPKxHG73X018E9gJbCW0MyFHxHHbT5CcdvZIPz4yPVRi+cgKOgcWVxdK2tmVYA3gF+5+7bCNi1gXbn6WZjZecB6d58R7S4FrCtXbQ5LIXTqYJS7dwZ2EjpdcDTlvt3hc+IDCJ3+qA9UNrMrC9ulgHXlqs1ROlo7f3L74zkI8oBGEc8bEjq8jAtmlkooBF5y9zfDq9eFDxMJf10fXh8PP4uTgQvMbDmh03ynmdmLxHebIdSOPHefGn7+OqFgiOd2nwEsc/cN7r4feBPoSXy3OVJx25kXfnzk+qjFcxBMB1qZWTMzqwBcDowPuKYSEb4i4Glgobs/GPHSeODq8OOrgbcj1l9uZmlm1gxoRahzqdxw99+6e0N3b0ro3/Izd7+SOG4zgLv/AKwyszbhVacDC4jvdq8EuptZevh3/XRC/WDx3OZIxWpn+PTRdjPrHv55DYnYJzpB95rHuEf+HEJX1CwBfh90PSXYrl6EDv3mALPCyzlALeBTYHH4a82IfX4f/jksophXFJS1BejL/79qKO7bDHQCcsL/3m8BNeK93cCfgO+AecALhK6Uibs2A68Q6gfZT+gv+2uPpZ1AdvhntQQYQXjUiGgXDTEhIpLg4vnUkIiIREFBICKS4BQEIiIJTkEgIpLgFAQiIglOQSDlhpnVMrNZ4eUHM1sd8bxC0PVFMrO+ZtYzRu/d1Mx2m9msiHU7Ih6fEx65snF4FM+VZjYiFrVIfEgJugCRaLn7JkLX1GNm9wI73P2fQdVjZinufuAoL/cFdgCTi/F+ye5+MMrNl7h7pwLe43TgUeBMd18JPGRmWwhdZy5SIB0RSLkWHod9opnNMLMJEbfmf2FmD5nZl+Ex/E80szfDfynfF96mqYXG+H/OzOZYaMz/9Cje929mNhG41czON7Op4QHhPjGzOuGBAIcDt4WPVnqb2RgzGxhR947w174WmlviZWCuheZbuN/MpodruqEYP4vewJPAue6+pER+wJIQFARSnhmhv34HuntX4BngrxGv73P3PsDjhG65vwloDww1s1rhbdoAo929A7AN+EV4HKfC3re6u5/i7g8Ak4DuHhoQbizwG3dfHv6eD7l7J3f/qoh2dCN053s7QneW5rv7icCJwPXh4QSKkhZu44Xu/l0U24v8h04NSXmWRuiD/ePwhEzJhG7XP+zw2FJzgfkeHtrXzJYSGrxrK7DK3b8Ob/ci8EvgwyLe99WIxw2BV8NHDBUITahSXNM8NL48wJlAh4ijhwxCY8oU9b77CZ2Guha49RhqkASmIJDyzAh9wPc4yut7w18PRTw+/Pzw7/6RY6wcHta3sPfdGfH4UeBBdx9vZn2Be4+yzwHCR+DhgcEiO7cj38+AW9x9wlHe52gOAZcCn5jZ79z9b8XcXxKYTg1JebYXyDKzHhAamtvMji/mezQ+vD8wiNCpnkXFeN8MYHX48dUR67cTmkb0sOVA1/DjAUDqUd5vAnBj+PQUZtbaQhPRFMnddwHnAVeY2bXR7CMCCgIp3w4BA4G/m9lsQqOwFveSzYXA1WY2B6hJaAKYfcV433uB18zsK2BjxPp3gIsOdxYT6sQ9xcymASfx30cBkZ4iNMz0TAtNaP4ExThyd/fNQH/gf8wsLqZmldjT6KOSsMJX97zr7u2DrqU4ilu3mQ0Fst395ljWJeWXjghEyp+DQEbkDWVHY2a3Ab8ldEWUSIF0RCAikuB0RCAikuAUBCIiCU5BICKS4BQEIiIJTkEgIpLg/h+hCitUF4wG0gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def magnetization_bloch(x, Tc, M0, beta):\n",
    "    m = M0*((1-(x/Tc)**(3/2))*np.heaviside(Tc-x, 0.5))**beta\n",
    "    return m\n",
    "\n",
    "\n",
    "plt.figure()\n",
    "temperatures = np.r_[10:1000:0.1]\n",
    "plt.plot(temperatures, magnetization_bloch(temperatures, 770, 1, 0.75))\n",
    "plt.xlabel('Temperature [K]')\n",
    "plt.ylabel('Magneitzation')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The `calc_magnetization_map` method must be overwritten to allow for calculating magnetization dynamics."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "class SimpleMagnetization(ud.Magnetization):\n",
    "\n",
    "    def calc_magnetization_map(self, delays, **kwargs):\n",
    "        temp_map = kwargs['temp_map']\n",
    "        T_c = kwargs['T_c']\n",
    "        magnetization_map = np.zeros([len(delays), self.S.get_number_of_layers(), 3])\n",
    "        handles = self.S.get_layer_vectors()[2]\n",
    "\n",
    "        for i, handle in enumerate(handles):\n",
    "            if handle.id in ['Fe_left', 'Fe_right']:\n",
    "                magnetization_map[:, i, 0] = magnetization_bloch(temp_map[:, i], T_c, 1, .75)\n",
    "            handle.magnetization['phi']\n",
    "            magnetization_map[:, i, 1] = handle.magnetization['phi'].to_base_units().magnitude\n",
    "            magnetization_map[:, i, 2] = handle.magnetization['gamma'].to_base_units().magnitude\n",
    "\n",
    "        return magnetization_map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _magnetization_map_ ...\n",
      "Elapsed time for _magnetization_map_: 0.011082 s\n"
     ]
    }
   ],
   "source": [
    "mag = SimpleMagnetization(S, True)\n",
    "mag.save_data = False\n",
    "\n",
    "magnetization_map = mag.get_magnetization_map(delays,\n",
    "                                              strain_map=strain_map,\n",
    "                                              temp_map=temp_map,\n",
    "                                              T_c=770)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.pcolormesh(distances.to('nm').magnitude, delays.to('ps').magnitude, magnetization_map[:, :, 0], shading='auto')\n",
    "plt.title('Magnetization Amplitude Map')\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.xlabel('Distance [nm]')\n",
    "plt.colorbar()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Initialize dynamical magnetic X-ray simulations\n",
    "\n",
    "The `XrayDynMag` class requires a `Structure` object and a boolean `force_recalc` in order overwrite previous simulation results.\n",
    "\n",
    "These results are saved in the `cache_dir` when `save_data` is enabled.\n",
    "Printing simulation messages can be en-/disabled using `disp_messages` and progress bars can using the boolean switch `progress_bar`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "incoming polarizations set to: sigma\n",
      "analyzer polarizations set to: unpolarized\n"
     ]
    }
   ],
   "source": [
    "dyn_mag = ud.XrayDynMag(S, True)\n",
    "dyn_mag.disp_messages = True\n",
    "dyn_mag.save_data = False"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Homogeneous magnetic X-ray scattering\n",
    "\n",
    "For the case of homogeneously strained/magnetized samples, the dynamical magnetic X-ray scattering simulations can be greatly simplified, which saves a lot of computational time."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### $q_z$-scan\n",
    "\n",
    "The `XrayDynMag` object requires an `energy` and scattering vector `qz` to run the simulations.  \n",
    "Both parameters can be arrays and the resulting reflectivity has a first dimension for the photon energy and the a second for the scattering vector.\n",
    "\n",
    "The resulting reflectivity is always calculated for the actual magnetization (`R_hom`) of the sample, as well as for opposite magnetization (`R_hom_phi`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _homogeneous_reflectivity_ ...\n",
      "Elapsed time for _homogeneous_reflectivity_: 0.177546 s\n"
     ]
    }
   ],
   "source": [
    "dyn_mag.energy = np.r_[600, 708]*u.eV  # set two photon energies\n",
    "dyn_mag.qz = np.r_[0.01:5:0.01]/u.nm  # qz range\n",
    "\n",
    "R_hom, R_hom_phi, _, _ = dyn_mag.homogeneous_reflectivity()  # this is the actual calculation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this example half-order antiferromagnetic Bragg peaks appear only at the resonance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.semilogy(dyn_mag.qz[0, :], R_hom[0, :], label='{}'.format(dyn_mag.energy[0]))\n",
    "plt.semilogy(dyn_mag.qz[1, :], R_hom[1, :], label='{}'.format(dyn_mag.energy[1]))\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.xlabel(r'$q_z$ [1/nm]')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Post-Processing\n",
    "\n",
    "Simple convolution of the results with an arbitrary function handle."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "FWHM = 0.01/1e-10  # Angstrom\n",
    "sigma = FWHM/2.3548\n",
    "\n",
    "handle = lambda x: np.exp(-((x)/sigma)**2/2)\n",
    "y_conv = dyn_mag.conv_with_function(R_hom[1, :], dyn_mag._qz[1, :], handle)\n",
    "\n",
    "plt.figure()\n",
    "plt.semilogy(dyn_mag.qz[0, :], R_hom[1, :], label='{}'.format(dyn_mag.energy[1]))\n",
    "plt.semilogy(dyn_mag.qz[0, :], y_conv, label='{} convoluted'.format(dyn_mag.energy[1]))\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Energy- and $q_z$-scan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _homogeneous_reflectivity_ ...\n",
      "Elapsed time for _homogeneous_reflectivity_: 29.441128 s\n"
     ]
    }
   ],
   "source": [
    "dyn_mag.energy = np.r_[690:730:0.1]*u.eV  # set the energy range\n",
    "dyn_mag.qz = np.r_[0.01:5:0.01]/u.nm  # qz range\n",
    "\n",
    "R_hom, R_hom_phi, _, _ = dyn_mag.homogeneous_reflectivity()  # this is the actual calculation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_hom[0, :], label=np.round(dyn_mag.energy[0]))\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_hom[180, :], label=np.round(dyn_mag.energy[180]))\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_hom[-1, :], label=np.round(dyn_mag.energy[-1]))\n",
    "\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.legend()\n",
    "plt.title('Dynamical Magnetic X-ray')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(dyn_mag.qz[0, :].to('1/nm').magnitude, dyn_mag.energy.magnitude, np.log10(R_hom[:, :]), shading='auto')\n",
    "plt.title('Dynamical Magnetic X-ray')\n",
    "plt.ylabel('Energy [eV]')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Polarization dependence\n",
    "\n",
    "The `XrayDynMag` allows to set the incoming and outgoing polarization of the X-rays."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "incoming polarizations set to: sigma\n",
      "analyzer polarizations set to: unpolarized\n",
      "Calculating _homogeneous_reflectivity_ ...\n",
      "Elapsed time for _homogeneous_reflectivity_: 0.116459 s\n",
      "incoming polarizations set to: sigma\n",
      "analyzer polarizations set to: sigma\n",
      "Calculating _homogeneous_reflectivity_ ...\n",
      "Elapsed time for _homogeneous_reflectivity_: 0.091620 s\n",
      "incoming polarizations set to: sigma\n",
      "analyzer polarizations set to: pi\n",
      "Calculating _homogeneous_reflectivity_ ...\n",
      "Elapsed time for _homogeneous_reflectivity_: 0.087906 s\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "dyn_mag.energy = np.r_[710]*u.eV  # set two photon energies\n",
    "dyn_mag.qz = np.r_[0.01:5:0.01]/u.nm  # qz range\n",
    "\n",
    "plt.figure()\n",
    "dyn_mag.set_polarization(3, 0)\n",
    "R_hom, R_hom_phi, _, _ = dyn_mag.homogeneous_reflectivity()  # this is the actual calculation\n",
    "plt.semilogy(dyn_mag.qz[0, :], R_hom[0, :], label='{}: sigma -> unpolarized'.format(dyn_mag.energy[0]), alpha=0.5)\n",
    "\n",
    "dyn_mag.set_polarization(3, 3)\n",
    "R_hom, R_hom_phi, _, _ = dyn_mag.homogeneous_reflectivity()  # this is the actual calculation\n",
    "plt.semilogy(dyn_mag.qz[0, :], R_hom[0, :], label='{}: sigma -> sigma'.format(dyn_mag.energy[0]), alpha=0.5)\n",
    "\n",
    "dyn_mag.set_polarization(3, 4)\n",
    "R_hom, R_hom_phi, _, _ = dyn_mag.homogeneous_reflectivity()  # this is the actual calculation\n",
    "plt.semilogy(dyn_mag.qz[0, :], R_hom[0, :], label='{}: sigma -> pi'.format(dyn_mag.energy[0]), alpha=0.5)\n",
    "\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.title('Dynamical X-ray Polarization Dependence')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Inhomogeneous dynamical magnetic X-ray scattering\n",
    "\n",
    "The `inhomogeneous_reflectivity()` method allows to calculate the transient magnetic X-ray reflectivity according to a `strain_map` and/or `magnetization_map`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "incoming polarizations set to: sigma\n",
      "analyzer polarizations set to: unpolarized\n"
     ]
    }
   ],
   "source": [
    "dyn_mag.energy = np.r_[708]*u.eV  # set the energy range\n",
    "dyn_mag.qz = np.r_[1:3.5:0.01]/u.nm  # qz range\n",
    "dyn_mag.set_polarization(3, 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _inhomogeneous_reflectivity_ ...\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "890dd37c7b3849b381239b646b685d1d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Progress:   0%|          | 0/420 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time for _inhomogeneous_reflectivity_: 173.128203 s\n"
     ]
    }
   ],
   "source": [
    "R_seq, R_seq_phi, _, _ = dyn_mag.inhomogeneous_reflectivity(strain_map=strain_map,\n",
    "                                                            magnetization_map=magnetization_map)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_seq[0, 0, :], label=np.round(delays[0]))\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_seq[40, 0, :], label=np.round(delays[40]))\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_seq[-1, 0, :], label=np.round(delays[-1]))\n",
    "\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.legend()\n",
    "plt.title('Dynamical Magnetic X-ray')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(dyn_mag.qz[0, :].to('1/nm').magnitude,\n",
    "               delays.to('ps').magnitude, np.log10(R_seq[:, 0, :]), shading='auto')\n",
    "\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.colorbar()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Parallel dynamical X-ray scattering\n",
    "\n",
    "Parallelization is fundamentally implemented but needs further improvements.\n",
    "It works similar as with `XrayDyn`.\n",
    "\n",
    "You need to install the `udkm1Dsim` with the `parallel` option which essentially add the `Dask` package to the requirements:\n",
    "\n",
    "```\n",
    "> pip install udkm1Dsim[parallel]\n",
    "```\n",
    "\n",
    "You can also install/add `Dask` manually, e.g. via pip:\n",
    "\n",
    "```\n",
    "> pip install dask\n",
    "```\n",
    "\n",
    "Please refer to the [Dask documentation](https://docs.dask.org/en/latest/) for more details on parallel computing in Python.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating _inhomogeneous_reflectivity_ ...\n",
      "Elapsed time for _inhomogeneous_reflectivity_: 231.048072 s\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    from dask.distributed import Client\n",
    "    client = Client()\n",
    "    R_seq_par, R_seq_phi_par, _, _ = dyn_mag.inhomogeneous_reflectivity(strain_map=strain_map,\n",
    "                                                                        magnetization_map=magnetization_map,\n",
    "                                                                        calc_type='parallel', dask_client=client)\n",
    "    client.close()\n",
    "except:\n",
    "    pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x576 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=[6, 8])\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_seq_par[0, 0, :], label=np.round(delays[0]))\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_seq_par[40, 0, :], label=np.round(delays[40]))\n",
    "plt.semilogy(dyn_mag.qz[0, :].to('1/nm'), R_seq_par[-1, 0, :], label=np.round(delays[-1]))\n",
    "\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.ylabel('Reflectivity')\n",
    "plt.legend()\n",
    "plt.title('Parallel Dynamical Magnetic X-ray')\n",
    "\n",
    "plt.subplot(2, 1, 2)\n",
    "plt.pcolormesh(dyn_mag.qz[0, :].to('1/nm').magnitude,\n",
    "               delays.to('ps').magnitude, np.log10(R_seq_par[:, 0, :]), shading='auto')\n",
    "\n",
    "plt.ylabel('Delay [ps]')\n",
    "plt.xlabel('$q_z$ [nm$^{-1}$]')\n",
    "plt.colorbar()\n",
    "plt.show()"
   ]
  }
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