{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "7f036108",
   "metadata": {},
   "source": [
    "# Active polarization controller\n",
    "\n",
    "In this notebook we want to guide you on how to use this package for the design and simulation of an active polarization controller.\n",
    "\n",
    "To do so, we will use the `InP_EOPM` class created in the `Building a PhotonicdDevice` tutorial."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a0117c5c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Successfully imported lumapi\n",
      "WARNING: The RCWA solver will not be available because an S4 installation has not been found.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\solcore\\registries.py:73: UserWarning: Optics solver 'RCWA' will not be available. An installation of S4 has not been found.\n",
      "  warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Successfully imported nextnanopy\n",
      "Successfully configured nextnano++ settings\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\nextnanopy\\defaults.py:202: UserWarning: Unsupported products in config file: ['nextnano.NEGF++'] will be ignored. To not see this message, please remove unsupported products from the config file: C:\\Users\\20230622\\.nextnanopy-configNote: nextnano.NEGF++ was renamed to nextnano.NEGF, nextnano.NEGF was renamed to nextnano.NEGF_classic. Please check the documentation for more details.\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "\n",
    "import imodulator\n",
    "import shapely\n",
    "import openbandparams as obp\n",
    "from imodulator.ElectroOpticalModel import InGaAsPElectroOpticalModel\n",
    "from imodulator.ChargeSimulator import ChargeSimulatorSolcore\n",
    "from imodulator.ElectroOpticalSimulator import ElectroOpticalSimulator\n",
    "from imodulator.OpticalSimulator import OpticalSimulatorFEMWELL\n",
    "\n",
    "%matplotlib inline\n",
    "\n",
    "def tand_fitted_bcb(x):\n",
    "    \"\"\"\n",
    "    Fitted to results from https://link.springer.com/article/10.1007/s10762-009-9552-0\n",
    "    \n",
    "    x must be in GHz\n",
    "    \"\"\"\n",
    "    out =  0.0093839 - 0.01790336 * np.exp(-0.04773444 * (x - -4.64170761))\n",
    "\n",
    "    if isinstance(x, (list, np.ndarray)):\n",
    "        x = np.asarray(x)\n",
    "    \n",
    "        out[np.where(out<0.001)] = 0.001\n",
    "    else:\n",
    "        if out < 0.001:\n",
    "            out = 0.001\n",
    "    return out\n",
    "\n",
    "class InP_EOPM:\n",
    "    def __init__(\n",
    "            self,\n",
    "            **kwargs\n",
    "    ):\n",
    "        \n",
    "        self.e = 1.60e-19 # electron charge in C\n",
    "        self.e0 = 8.85e-12 # vacuum permittivity in F/m\n",
    "        \n",
    "        self.w_sig_metal = 5 # Width of signal metal in um\n",
    "        self.metal_sep = 10 # Separation between signal and ground metals in um\n",
    "        self.h_metal = 4 # Height of metals in um\n",
    "        self.w_gnd_metal = 10\n",
    "        \n",
    "        self.w_wg = 1\n",
    "        self.h_n = 0.4\n",
    "        self.h_wg1 = 0.5\n",
    "        self.h_wg2 = 0.3\n",
    "        self.h_p1 = 1\n",
    "        self.h_p2 = 0.2\n",
    "\n",
    "        self.h_box = 4\n",
    "\n",
    "        self.w_window = 100\n",
    "        self.h_bottom = 30\n",
    "        self.h_top = 30\n",
    "\n",
    "        for kwarg, value in kwargs.items():\n",
    "            if hasattr(self, kwarg):\n",
    "                setattr(self, kwarg, value)\n",
    "    \n",
    "    def _make_meshes(self):\n",
    "        # optical mesh\n",
    "        self.optical_mesh_settings = {\n",
    "            'substrate': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'background': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'box': {'resolution': 0.3, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'sig_metal': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_left': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_right': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'bcb': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'n': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg1': {'resolution': 0.1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg2': {'resolution': 0.1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p1': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p2': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "        }\n",
    "\n",
    "        # RF mesh\n",
    "        self.rf_mesh_settings = {\n",
    "            'substrate': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'background': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'box': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'sig_metal': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'n_metal_left': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'n_metal_right': {'resolution': 3, 'SizeMax': 3, 'distance': 0.1},\n",
    "            'bcb': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'n': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg1': {'resolution': 1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg2': {'resolution': 1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p1': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p2': {'resolution': 5, 'SizeMax': 5, 'distance': 0.1},\n",
    "        }\n",
    "\n",
    "        # eo mesh\n",
    "        self.eo_mesh_settings = {\n",
    "            'substrate': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'background': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'box': {'resolution': 0.3, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'sig_metal': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_left': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'n_metal_right': {'resolution': 10, 'SizeMax': 0.2, 'distance': 0.1},\n",
    "            'bcb': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'n': {'resolution': 0.1, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg1': {'resolution': 0.05, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'wg2': {'resolution': 0.05, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p1': {'resolution': 0.05, 'SizeMax': 5, 'distance': 0.1},\n",
    "            'p2': {'resolution': 0.5, 'SizeMax': 5, 'distance': 0.1},\n",
    "        }\n",
    "\n",
    "        self.charge_mesh_settings = {\n",
    "            'substrate': {'resolution': 0.5},\n",
    "            'background': {'resolution': 0.5},\n",
    "            'sig_metal': {'resolution': 0.01},\n",
    "            'n_metal_left': {'resolution': 0.01},\n",
    "            'n_metal_right': {'resolution': 0.01},\n",
    "            'n': {'resolution': 0.003},\n",
    "            'wg1': {'resolution': 0.002},\n",
    "            'wg2': {'resolution': 0.002},\n",
    "            'p1': {'resolution': 0.003},\n",
    "            'p2': {'resolution': 0.003},\n",
    "        }\n",
    "\n",
    "    def _create_polygons(self):\n",
    "        #We will now set the RF properties of the metals and the BCB\n",
    "        freq = np.linspace(0.1,100, 100) #GHz. This will be the simulation frequency\n",
    "            \n",
    "        eps_rf_metal = 1 - 1j*6e7/(2*np.pi*freq*1e9 * self.e0)\n",
    "        eps_rf_metal = np.asarray([freq, eps_rf_metal])\n",
    "        \n",
    "        bcb_eps_real = 2.65*np.ones(100)\n",
    "        bcb_eps_imag = bcb_eps_real * tand_fitted_bcb(freq)\n",
    "\n",
    "        bcb_eps = bcb_eps_real - 1j*bcb_eps_imag\n",
    "        bcb_eps = np.asarray([freq, bcb_eps])\n",
    "        \n",
    "        #Now we create the PhotoPolygons\n",
    "        self.substrate = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                -self.h_box - self.h_bottom,\n",
    "                self.w_window/2,\n",
    "                -self.h_box\n",
    "            ),\n",
    "            rf_eps = 11.7,\n",
    "            name = 'substrate',\n",
    "            optical_material=3**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['substrate'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['substrate'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['substrate'],\n",
    "        )\n",
    "\n",
    "        self.background = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                -self.h_box - self.h_bottom,\n",
    "                self.w_window/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2 + self.h_metal + self.h_top\n",
    "            ),\n",
    "            rf_eps = 1,\n",
    "            optical_material=1,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['background'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['background'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['background'],\n",
    "            name = 'background'\n",
    "        )\n",
    "\n",
    "        self.box = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                -self.h_box,\n",
    "                self.w_window/2,\n",
    "                0\n",
    "            ),\n",
    "            rf_eps = 3.9 - 1j*3.9*0.001,\n",
    "            optical_material=1.44**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['box'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['box'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['box'],\n",
    "            name = 'box'\n",
    "        )\n",
    "\n",
    "        n_obp_material = obp.GaInPAs(T=300, As = 0, a = obp.InP.a())\n",
    "        self.n = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2 - self.metal_sep - self.w_gnd_metal,\n",
    "                0,\n",
    "                self.w_sig_metal/2 + self.metal_sep + self.w_gnd_metal,\n",
    "                self.h_n\n",
    "            ),\n",
    "            rf_eps = n_obp_material.dielectric(T=300),\n",
    "            optical_material=n_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['n'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['n'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['n'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['n'],\n",
    "            name = 'n',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': n_obp_material,\n",
    "                'sol_Nd': 1e18\n",
    "            }\n",
    "        )\n",
    "\n",
    "        wg1_obp_material = obp.GaInPAs(T=300, As = 0.53, a = obp.InP.a())\n",
    "        self.wg1 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1\n",
    "            ),\n",
    "            rf_eps = wg1_obp_material.dielectric(T=300),\n",
    "            optical_material=wg1_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['wg1'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['wg1'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['wg1'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['wg1'],\n",
    "            name = 'wg1',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0.53,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': wg1_obp_material,\n",
    "                'sol_Nd': 1e16\n",
    "            }\n",
    "        )\n",
    "\n",
    "        wg2_obp_material = obp.GaInPAs(T=300, As = 0, a = obp.InP.a())\n",
    "        self.wg2 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2\n",
    "            ),\n",
    "            rf_eps = wg2_obp_material.dielectric(T=300),\n",
    "            optical_material=wg2_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['wg2'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['wg2'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['wg2'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['wg2'],\n",
    "            name = 'wg2',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': wg2_obp_material,\n",
    "                'sol_Nd': 1e16\n",
    "            }\n",
    "        )\n",
    "\n",
    "        p1_obp_material = obp.GaInPAs(T=300, As = 0, a = obp.InP.a())\n",
    "        self.p1 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1\n",
    "            ),\n",
    "            rf_eps = p1_obp_material.dielectric(T=300),\n",
    "            optical_material=p1_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['p1'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['p1'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['p1'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['p1'],\n",
    "            name = 'p1',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': wg2_obp_material,\n",
    "                'sol_Na': 1e17\n",
    "            }\n",
    "        )\n",
    "\n",
    "        p2_obp_material = obp.GaInAs(T=300, a = obp.InP.a())\n",
    "        self.p2 = imodulator.SemiconductorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1,\n",
    "                self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = p2_obp_material.dielectric(T=300),\n",
    "            optical_material=p2_obp_material.refractive_index(T=300)**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['p2'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['p2'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['p2'],\n",
    "            charge_mesh_settings=self.charge_mesh_settings['p2'],\n",
    "            name = 'p2',\n",
    "            electro_optic_module=InGaAsPElectroOpticalModel,\n",
    "            electro_optic_module_kwargs={\n",
    "                'y': 0,\n",
    "                'T': 300,\n",
    "                'BF_model': 'vinchant'\n",
    "            },\n",
    "            charge_transport_simulator_kwargs={\n",
    "                'sol_obp_material': p2_obp_material,\n",
    "                'sol_Na': 1e19\n",
    "            }\n",
    "        )\n",
    "\n",
    "        self.bcb_far_left = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_window/2,\n",
    "                0,\n",
    "                -self.w_sig_metal/2 - self.metal_sep - self.w_gnd_metal,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_far_left'\n",
    "        )\n",
    "\n",
    "        self.bcb_far_right = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                self.metal_sep + self.w_gnd_metal + self.w_sig_metal/2,\n",
    "                0,\n",
    "                self.w_window/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_far_right'\n",
    "        )\n",
    "\n",
    "        self.bcb_left = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2 - self.metal_sep,\n",
    "                self.h_n,\n",
    "                -self.w_wg/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_left'\n",
    "        )\n",
    "\n",
    "        self.bcb_right = imodulator.InsulatorPolygon(\n",
    "            shapely.box(\n",
    "                self.w_wg/2,\n",
    "                self.h_n,\n",
    "                self.w_sig_metal/2 + self.metal_sep,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2\n",
    "            ),\n",
    "            rf_eps = bcb_eps,\n",
    "            optical_material=1.56**2,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['bcb'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['bcb'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['bcb'],\n",
    "            name = 'bcb_right'\n",
    "        )\n",
    "\n",
    "        self.sig_metal = imodulator.MetalPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2,\n",
    "                self.w_sig_metal/2,\n",
    "                self.h_n + self.h_wg1 + self.h_wg2 + self.h_p1 + self.h_p2 + self.h_metal\n",
    "            ),\n",
    "            rf_eps = eps_rf_metal,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['sig_metal'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['sig_metal'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['sig_metal'],\n",
    "            name = 'sig_metal',\n",
    "            calculate_current=True,\n",
    "            d_buffer_current=min(self.w_sig_metal/20, self.h_metal/20, 0.05)\n",
    "        )\n",
    "\n",
    "        self.n_metal_left = imodulator.MetalPolygon(\n",
    "            shapely.box(\n",
    "                -self.w_sig_metal/2 - self.metal_sep - self.w_gnd_metal,\n",
    "                self.h_n,\n",
    "                -self.w_sig_metal/2 - self.metal_sep,\n",
    "                self.h_n + self.h_metal\n",
    "            ),\n",
    "            rf_eps = eps_rf_metal,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['n_metal_left'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['n_metal_left'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['n_metal_left'],\n",
    "            name = 'n_metal_left',\n",
    "            calculate_current=False\n",
    "        )\n",
    "\n",
    "        self.n_metal_right = imodulator.MetalPolygon(\n",
    "            shapely.box(\n",
    "                self.w_sig_metal/2 + self.metal_sep,\n",
    "                self.h_n,\n",
    "                self.w_sig_metal/2 + self.metal_sep + self.w_gnd_metal,\n",
    "                self.h_n + self.h_metal\n",
    "            ),\n",
    "            rf_eps = eps_rf_metal,\n",
    "            eo_mesh_settings=self.eo_mesh_settings['n_metal_right'],\n",
    "            rf_mesh_settings=self.rf_mesh_settings['n_metal_right'],\n",
    "            optical_mesh_settings=self.optical_mesh_settings['n_metal_right'],\n",
    "            name = 'n_metal_right',\n",
    "            calculate_current=False\n",
    "        )\n",
    "\n",
    "    def _initialize_device(self):\n",
    "        photo_polygons = [\n",
    "            self.sig_metal,\n",
    "            self.n_metal_left,\n",
    "            self.n_metal_right,\n",
    "            self.p2,\n",
    "            self.p1,\n",
    "            self.wg2,\n",
    "            self.wg1,\n",
    "            self.n,\n",
    "            self.box,\n",
    "            self.bcb_left,\n",
    "            self.bcb_right,\n",
    "            self.bcb_far_left,\n",
    "            self.bcb_far_right,\n",
    "            self.substrate,\n",
    "            self.background\n",
    "        ]\n",
    "        \n",
    "        #Just in case there are empty polygons\n",
    "        idxs_to_remove = []\n",
    "        for i, poly in enumerate(photo_polygons):\n",
    "            if np.isclose(poly.polygon.bounds[1], poly.polygon.bounds[3]):\n",
    "                idxs_to_remove.append(i)\n",
    "        for i in idxs_to_remove[::-1]:\n",
    "            del photo_polygons[i]\n",
    "        self.device = imodulator.PhotonicDevice(\n",
    "            photo_polygons\n",
    "        )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c80cbcfb",
   "metadata": {},
   "source": [
    "## Phase matching condition\n",
    "\n",
    "Our first task is to study the modes as a function of the waveguide width in the hopes of finding a phase matching condition. To get some better accuracy we will do 10 mesh refinement steps for each width value and we will use the most TE mode with highest confinement factor in the waveguide core. We will then save the data of only the TE and TM modes.\n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "74802025",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Simulating width 0.5 um\n",
      "Simulating width 0.6666666666666666 um#############################] 100%\n",
      "Simulating width 0.8333333333333333 um#############################] 100%\n",
      "Simulating width 1.0 um############################################] 100%\n",
      "Simulating width 1.1666666666666665 um#############################] 100%\n",
      "Simulating width 1.3333333333333333 um#############################] 100%\n",
      "Simulating width 1.5 um############################################] 100%\n",
      "Simulating width 1.6666666666666665 um#############################] 100%\n",
      "Simulating width 1.8333333333333333 um#############################] 100%\n",
      "Simulating width 2.0 um############################################] 100%\n",
      "mesh refinement [##################################################] 100%\r"
     ]
    }
   ],
   "source": [
    "width_values = np.linspace(0.5, 2, 10)\n",
    "\n",
    "N_modes = 5\n",
    "N_iterations_refinement = 10\n",
    "\n",
    "neff = np.zeros((len(width_values), 2))\n",
    "loss = np.zeros((len(width_values), 2))\n",
    "\n",
    "mesh_refinement_data = []\n",
    "\n",
    "for i, w_wg in enumerate(width_values):\n",
    "    print(f'Simulating width {w_wg} um')\n",
    "    \n",
    "    eopm = InP_EOPM(\n",
    "        w_wg = w_wg\n",
    "    )\n",
    "\n",
    "    eopm._make_meshes()\n",
    "    eopm._create_polygons()\n",
    "    eopm._initialize_device()\n",
    "\n",
    "    mode = OpticalSimulatorFEMWELL(\n",
    "        device=eopm.device,\n",
    "        simulation_window=shapely.box(-4,-1,4,4),\n",
    "        include_metals=False\n",
    "    )\n",
    "\n",
    "    mode.make_mesh()\n",
    "\n",
    "    neff_ref = []\n",
    "    loss_ref = []\n",
    "    nelements_ref = []\n",
    "    for h in range(N_iterations_refinement):\n",
    "        #Just a nice progress bar\n",
    "        M = N_iterations_refinement\n",
    "        if h == M - 1:\n",
    "            j = 100\n",
    "        else:\n",
    "            j = round((h + 1) * 100 / M)\n",
    "        bar = \"#\" * (j // 2) + \"-\" * (50 - j // 2)\n",
    "        print(f\"mesh refinement [{bar}] {j:3d}%\", end=\"\\r\", flush=True)\n",
    "        # time.sleep(0.05)\n",
    "\n",
    "        modes = mode.compute_modes(\n",
    "            wavelength=1.55,\n",
    "            num_modes=5,\n",
    "            order=1,\n",
    "            metallic_boundaries=False,\n",
    "            n_guess=3.5,\n",
    "            return_modes=True\n",
    "        )\n",
    "\n",
    "        loss_tmp = []\n",
    "        for opt_mode in mode.modes:\n",
    "            loss_tmp.append(opt_mode.calculate_propagation_loss(1e4))\n",
    "\n",
    "        # We will use the mode that is closest to a TE mode for the refinement\n",
    "        te_fractions = np.array([opt_mode.te_fraction for opt_mode in mode.modes])\n",
    "        conf_factors = []\n",
    "\n",
    "        elements = mode.mesh.subdomains['wg1']\n",
    "        for opt_mode in modes:\n",
    "            conf_factors.append(opt_mode.calculate_confinement_factor(elements))\n",
    "        conf_factors = np.array(conf_factors)\n",
    "\n",
    "        idx_mode = np.argmax(conf_factors * te_fractions)\n",
    "\n",
    "        nelements_ref.append(mode.mesh.nelements)\n",
    "        neff_ref.append(mode.modes[idx_mode].n_eff.real)\n",
    "        loss_ref.append(mode.modes[idx_mode].calculate_propagation_loss(1e4))\n",
    "\n",
    "        mode.refine_mesh(mode_for_refinement=mode.modes[idx_mode])\n",
    "\n",
    "    mesh_refinement_data.append({\n",
    "        'width': w_wg,\n",
    "        'neff': neff_ref,\n",
    "        'loss': loss_ref,\n",
    "        'nelements': nelements_ref\n",
    "    })\n",
    "\n",
    "    #Compute the modes\n",
    "    modes = mode.compute_modes(\n",
    "            wavelength=1.55,\n",
    "            num_modes=N_modes,\n",
    "            order=1,\n",
    "            metallic_boundaries=False,\n",
    "            n_guess=3.5,\n",
    "            return_modes=True\n",
    "        )\n",
    "    \n",
    "    #Find TE and TM modes and store neff and loss\n",
    "    te_fractions = np.array([opt_mode.te_fraction for opt_mode in modes])\n",
    "    conf_factors = []\n",
    "\n",
    "    elements = mode.mesh.subdomains['wg1']\n",
    "    for opt_mode in modes:\n",
    "        conf_factors.append(opt_mode.calculate_confinement_factor(elements))\n",
    "    conf_factors = np.array(conf_factors)\n",
    "\n",
    "    TE_TM_modes = np.argsort(conf_factors)[-2:]\n",
    "\n",
    "    if te_fractions[TE_TM_modes[0]] < te_fractions[TE_TM_modes[1]]:\n",
    "        TE_mode_idx = TE_TM_modes[1]\n",
    "        TM_mode_idx = TE_TM_modes[0]\n",
    "    else:\n",
    "        TE_mode_idx = TE_TM_modes[0]\n",
    "        TM_mode_idx = TE_TM_modes[1]\n",
    "\n",
    "    neff[i,0] = modes[TE_mode_idx].n_eff.real\n",
    "    loss[i,0] = modes[TE_mode_idx].calculate_propagation_loss(1e4)\n",
    "\n",
    "    neff[i,1] = modes[TM_mode_idx].n_eff.real\n",
    "    loss[i,1] = modes[TM_mode_idx].calculate_propagation_loss(1e4)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a80bb939",
   "metadata": {},
   "source": [
    "We can now check the effective index of the TE and TM modes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "3b5c0b1d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x277d103c550>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(8,5))\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "\n",
    "ax.plot(width_values, neff[:,0], label=f'TE Mode', marker='o')\n",
    "ax.plot(width_values, neff[:,1], label=f'TM Mode', marker='o')\n",
    "\n",
    "ax.set_xlabel('Waveguide width (um)')\n",
    "ax.set_ylabel('Effective index')\n",
    "\n",
    "x0 = 1.25\n",
    "ax.axvline(x0, color='black', linestyle='--', label=f'Width = {x0:.2f} um')\n",
    "\n",
    "ax.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f481fb3d",
   "metadata": {},
   "source": [
    "Now we calculate the modes again and inspect them"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "97d021d5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective index - mode 0: 3.3101###################################] 100%\n",
      "loss - mode 0: 59032.28 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 1: 3.2629\n",
      "loss - mode 1: 49218.90 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 2: 3.2325\n",
      "loss - mode 2: 4.38 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 3: 3.2324\n",
      "loss - mode 3: 9.33 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 4: 3.1550\n",
      "loss - mode 4: 60798.24 dB/cm\n",
      "#------------------------------------------#\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "eopm = InP_EOPM(\n",
    "    w_wg = 1.25\n",
    ")\n",
    "\n",
    "eopm._make_meshes()\n",
    "eopm._create_polygons()\n",
    "eopm._initialize_device()\n",
    "\n",
    "mode = OpticalSimulatorFEMWELL(\n",
    "    device=eopm.device,\n",
    "    simulation_window=shapely.box(-4,-1,4,4),\n",
    "    include_metals=False\n",
    ")\n",
    "\n",
    "mode.make_mesh()\n",
    "\n",
    "neff_ref = []\n",
    "loss_ref = []\n",
    "nelements_ref = []\n",
    "for h in range(N_iterations_refinement):\n",
    "    #Just a nice progress bar\n",
    "    M = N_iterations_refinement\n",
    "    if h == M - 1:\n",
    "        j = 100\n",
    "    else:\n",
    "        j = round((h + 1) * 100 / M)\n",
    "    bar = \"#\" * (j // 2) + \"-\" * (50 - j // 2)\n",
    "    print(f\"mesh refinement [{bar}] {j:3d}%\", end=\"\\r\", flush=True)\n",
    "    # time.sleep(0.05)\n",
    "\n",
    "    modes = mode.compute_modes(\n",
    "        wavelength=1.55,\n",
    "        num_modes=5,\n",
    "        order=1,\n",
    "        metallic_boundaries=False,\n",
    "        n_guess=3.5,\n",
    "        return_modes=True\n",
    "    )\n",
    "\n",
    "    # We will use the mode that is closest to a TE mode for the refinement\n",
    "    te_fractions = np.array([opt_mode.te_fraction for opt_mode in mode.modes])\n",
    "    conf_factors = []\n",
    "\n",
    "    elements = mode.mesh.subdomains['wg1']\n",
    "    for opt_mode in modes:\n",
    "        conf_factors.append(opt_mode.calculate_confinement_factor(elements))\n",
    "    conf_factors = np.array(conf_factors)\n",
    "\n",
    "    idx_mode = np.argmax(conf_factors * te_fractions)\n",
    "\n",
    "    nelements_ref.append(mode.mesh.nelements)\n",
    "    neff_ref.append(mode.modes[idx_mode].n_eff.real)\n",
    "    loss_ref.append(mode.modes[idx_mode].calculate_propagation_loss(1e4))\n",
    "\n",
    "    mode.refine_mesh(mode_for_refinement=mode.modes[idx_mode])\n",
    "\n",
    "modes = mode.compute_modes(\n",
    "    wavelength=1.55,\n",
    "    num_modes=5,\n",
    "    order=1,\n",
    "    metallic_boundaries=False,\n",
    "    n_guess=3.5,\n",
    "    return_modes=True\n",
    ")\n",
    "\n",
    "for i in range(len(modes)):\n",
    "    print(f'Effective index - mode {i}: {modes[i].n_eff.real:.4f}')\n",
    "    print(f'loss - mode {i}: {modes[i].calculate_propagation_loss(1e4):.2f} dB/cm')\n",
    "    print('#------------------------------------------#')\n",
    "\n",
    "for i in range(len(modes)):\n",
    "    mode.plot_mode(\n",
    "        mode=modes[i],\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "8bddd468",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\skfem\\assembly\\form\\linear_form.py:44: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  data[ixs] = self._kernel(vbasis.basis[i], w, dx)\n"
     ]
    }
   ],
   "source": [
    "mode.transfer_results_to_device(\n",
    "    TE_TM_idx=[2,3]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f72ce0c7",
   "metadata": {},
   "source": [
    "## Solving the PDD\n",
    "\n",
    "Now that we have our modes, we can calculate the charge transport quantities:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "0bd5b2d0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Charge transport will take place with:\n",
      "p2\n",
      "p1\n",
      "wg2\n",
      "wg1\n",
      "n\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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bNS+5HqENAAAAAdXCn7o1ZGV65N/RaZPXe/TRR80lswhtAAAACIi6tZAgkagmTIWE7yG0AQAAwK/r1jSeRTUuJ9HNKxLW4JMIbQAAAPDburWaJfPJl90bEtbg0/5XIeclEyZMkNKlS0vOnDmlbt26sn79+pvef/To0VKxYkXTnaVEiRLSu3dvuXz5sseOFwAAANZPhez52UapMPA7ywKbToUc/1ikzHn+HwQ2+DyvjrTNmjVL+vTpI5MmTTKBTQNZixYtZNeuXVK4cOEb7q9dV/r37y8ffvih6cKye/du06UlKChIRo0a5ZWfAQAAAJn37eY/pNesWEm0ZiakQVdI+BuvhjYNWs8++6x07drVXNfwNn/+fBPKNJxdb/Xq1dKwYUN5/PHHzXUdoevYsaOsW7fO48cOAACArI2utZ+0WjYcPG3ZPuuVyS/Tu9WT7Lr4GuBHvHZGX7lyRTZs2CDNmjX738EEB5vra9asSfUxOrqmj3FOofztt99kwYIF0rJlyzSfJz4+Xs6ePeu6nDt3zg0/DQAAANIb1kYt2iXlX1lgWWDTFv7vPV5DZv67AYENfslrI20nT56UxMRECQ8PT7Fdr+/cuTPVx+gImz7uH//4h1kjISEhQbp3724WqUuLrkQ+ZMgQy48fAAAA6UcLfyDzfOqjCF2o7s0335T33ntPNm7cKHPmzDHTKYcOHZrmYwYMGCBnzpxxXXbs2OHRYwYAAAh02sL/zkELZfQSawKbhrUXGpeT3cNaSi/a+CMAeG2krVChQhISEiLHjh1LsV2vFylSJNXHvPbaa9KpUyd55plnzPVq1arJhQsX5F//+pe8+uqrZnrl9XLkyGEuTjpFEgAAAL7Zwp8mIwhEXhtpy549u9SqVUuWLFni2paUlGSu169fP9XHXLx48YZgpsFP6XRJAAAA+GcLf2fd2oQnahPYEHC82j1S2/136dJFateuLXXq1DEt/3XkzNlNsnPnzlKsWDFTl6batGljOk7WqFHDLBEQFxdnRt90uzO8AQAAwH9a+FO3Bng5tHXo0EFOnDghgwYNkqNHj0pkZKQsXLjQ1Zzk4MGDKUbWBg4caNZk06+HDx+W2267zQS2YcOGefGnAAAAgNUt/DWeRTUuJ9HUrAES5AiweYWHDh2SEiVKyO+//y7Fixf37sFcuCCSJ8+178+fF7nlFu8eDzLv+HFtfXrte63TTGVxeCDdOJ/cj98xYGlYG7N4t4xbFidWvamsWTKffNm9YWCGNX9/fbLZ+99DdsoGdh1pAwAAgG9yVwv/MR0ipXVkMWt2CPgJQhsAAAAyXLfW54tNctWqtEZXSOCmCG0AAADwSt2aqlcmv0zvVk+yh/rU8sGARxHaAAAA4PG6NW3hH9M+UlpWL2rRHgH/RWgDAACAR+vWaOEPZAyhDQAAADdYsOWIqVu7nGDNgmu08Acyj9AGAAAAlysJSdJ56jpZu++UZfsM6Bb+gAUIbQAAADBTIaNnxMq8rUcs2yct/AFrENoAAAACnLbw7zUrVhKtmQlp0MIfsA6hDQAAIEBZ3cJf41m7mkVleLsIWvgDFiK0AQAABBh3tPCnbg1wH0IbAABAgHBXC3/q1gD3IrQBAAAEAKtb+Cvq1gDPILQBAAD4MXd0haxXJr9M71aPujXAQwhtAAAAfly3Nn55nCRZNBUyR2iQxLSPlJbVi1qzQwDpQmgDAADwI+6qW4tqUl6imlZgKiTgBYQ2AAAAP2F13ZrGs6jG5SS6eUXCGuBFhDYAAAAfdyUhSTpPXSdr952ybJ+08Afsg9AGAADgo9zRZIQW/oD9ENoAAAB80Leb/5Bes2Il0boO/rTwB2yK0AYAAOBjo2vtJ62WDQdPW7ZPWvgD9kZoAwAA8KEW/uOWxYlFTSFp4Q/4CEIbAACAjdHCHwChDQAAIEBa+Cvq1gDfQ2gDAAAIgK6Q1K0BvovQBgAA4MdTIalbA3wfoQ0AAMAmYW3Csji5mmRNWqNuDfAfhDYAAAA/qlvTeBbVuJxEN69IWAP8BKENAADAC64kJEnnqetk7b5Tlu2zZsl88mX3hoQ1wM8Q2gAAAHy8yYhOhRzTIVJaRxazbJ8A7IPQBgAA4CHfbv5Des2KlUTrOvjTwh8IAIQ2AAAAD4yutZ+0WjYcPG3ZPmnhDwQOQhsAAIAbw9qYxbtl3LI4saiDPy38gQBEaAMAAPCB9dYUUyGBwERoAwAAsHELf3VL9mAZ8UgEo2tAgCK0AQAA2LQrZGSJMOnborLUK1uQ0TUggBHaAAAAbDYVkro1AMkR2gAAALLQwl+nQl61KK3pemtRTcpLVNMKjKwBcCG0AQAAeLmFv8azqMblJLp5RcIagBsQ2gAAADI4FXLskj1iVZuRmiXzyZfdGxLWAKSJ0AYAAJDOsDZ+WZwkJFk3FXJMh0hpHVnMkv0B8F+ENgAAAA/WrSnWWwOQEYQ2AAAAD9StqXpl8sv0bvUke2iwZfsE4P8IbQAAANeFtTGLd8u4ZXFi1dgaLfwBZAWhDQAAwE3rrSmmQgLIKkIbAAAIeAu2HDF1a5cTrOoJKXJL9mAZ8UgEo2sAsozQBgAAAnp0LXpGrMzbesSyfZYumEuGPVRd6pUtyOgaAEsQ2gAAQMBxx1TIbCFBEvNoBC38AViO0AYAAAIKLfwB+Br6zQIAgIAZXXv4vVUSNSPWssCmdWvvPV5DJjxRm8AGBIiVK1dKmzZtpGjRohIUFCRz58696f2XL19u7nf95ejRo+l+TkbaAABAQIyuRc+MlSSLBteoWwMC14ULFyQiIkKefvppadeuXboft2vXLgkLC3NdL1y4cLofS2gDAAB+O7K2du+f8urcrbL/z4uW7DMkSGRMh0jq1oAA9sADD5hLRmlIu/XWWzP1nIQ2AADglyNrfb/aLJevWtfCn7o1wH+dO3dOzp4967qeI0cOc7FSZGSkxMfHS9WqVeX111+Xhg0bpvuxhDYAAOBXo2vtJ62WDQdPW7bPemXyy/Ru9SR7KK0AAH9VpUqVFNcHDx5sgpUVbr/9dpk0aZLUrl3bhLYPPvhAGjVqJOvWrZOaNWumax+ENgAA4Bdhbczi3TJuWZxY1RMyR2iQxLSPZHFsIADs2LFDihX737RnK0fZKlasaC5ODRo0kL1790pMTIx88skn6doHoQ0AAPgsd6y3ppgKCQSWvHnzpmgS4m516tSRn376Kd33J7QBAACftGDLEbPe2uUE6+rWtIX/iEciGF0D4FabNm0y0ybTi9AGAAB8bnQtekaszNt6xLJ90sIfQHqdP39e4uLiXNf37dtnQliBAgWkZMmSMmDAADl8+LBMnz7d3D569GgpU6aM3HnnnXL58mVT07Z06VL5/vvv0/2chDYAABCwUyFp4Q8go3755Rdp3Lix63qfPn3M1y5dusi0adPkyJEjcvDgQdftV65ckRdffNEEudy5c0v16tXlhx9+SLGPv+P1NkgTJkyQ0qVLS86cOaVu3bqyfv36m97/9OnT0qNHDzOcqAWCFSpUkAULFnjseAEAgHda+Fd67TsZvcS6wFazZD7ZPawlgQ1AhmjnR4fDccNFA5vSr8uXL3fdv1+/fmZk7tKlS/Lnn3/KsmXLMhTYvD7SNmvWLJNMtQWmBjYdOmzRooVZLTy1FcI1pTZv3tzc9tVXX5kOLwcOHMj0InUAACDwWvjnzBYs7z5cnbAGwGd4NbSNGjVKnn32Wenatau5ruFt/vz58uGHH0r//v1vuL9uP3XqlKxevVqyZctmtukoHQAA8M/RteiZsZJk0cgadWsAfFWGp0eWLVvWDOulNm1Rb0svHTXbsGGDNGvW7H8HExxsrq9ZsybVx3zzzTdSv359Mz0yPDzcrCb+5ptvSmJiYprPowvY6ermzouudg4AAOw7srZqz0lpNGKZRM2wJrBp3dr4xyJled8m0rB8IQIbAP8fadu/f3+qIUnDkRbXpdfJkyfNfjR8JafXd+7cmepjfvvtN9Np5YknnjB1bDo39Pnnn5erV6+aVctTM3z4cBkyZEi6jwsAAHivhX+/2VvkfHyCZftkvTUAARXadJTLadGiRZIvXz7XdQ1fS5YscftUxaSkJFPPNnnyZAkJCZFatWqZoDhixIg0Q5u23HR2dFF6/ypVqrj1OAEAgHdb+Ncrk1+md6sn2UO93nMNADwX2tq2bWu+BgUFmXaWyWl9mQa2kSNHpvuJCxUqZILXsWPHUmzX60WKFEn1MdoxUp9LH+dUuXJlOXr0qJlumT179hseox0m9eKkUyQBAIB/tvDPERokMe0jWRwbQGCGNh3lUrow3M8//2xCV1ZowNKRMh2hcwZCfQ693rNnz1Qf07BhQ/n888/N/bT+Te3evduEudQCGwAAsG9Ym7AsTq5a1WWEqZAA/FiG5wzoit9ZDWxOOm1xypQp8vHHH8uvv/4qzz33nFy4cMHVTbJz585meqOT3q7dI6Ojo01Y006T2ohEG5MAdvL000+n2vRGz2+9DciIN954Qy5evHjDdl3vRW8DfK1u7c5BC816a1YFtluyB8t7j9eQCU/UJrAB8EtBDl0JLoN0NEwvx48fd43AJW/LnxHjx483NWk6xTEyMlLGjh1r1mxzLlyn0y6dC9Up7SzZu3dv2bRpk1mnrVu3bvLyyy+nmDJ5M4cOHZISJUrI77//LsWLFxevunBBJE+ea9+fPy9yyy3ePR5k3vHj2kXn2vfHjknI7bfLkSNHblhvUBvw6PTfhATriuwRuOeTdvLVbTfroIv0/Y4llbVBYf+6NVr4wy/5++uTzd7/HrJTNrCye6R2YtRPdmvXrm2mJWqNW1boVMi0pkMmX0ncSVv+r127NkvPCbiLVkw6zp4V/SxER9py5szpuk3fWGvX09QWjgduRs+n1F5rN2/eLAUKFPDKMQHerFvTFv5jOkSyODaAgJHh0KYLYOvIV6dOndxzRIAPu1WHrytWNG+wK1SocMPtup0lKJBe+a87n5IHN/0Q4Pz589K9e3evHiPwd4tj9/lik1y1Kq2JSM2S+eTL7g0ZWQMQUDIc2rRLY4MGDdxzNICPW6ajIl99JU0eflhmz56dYhREm+WUKlVKihaloxnSZ7SeT0OGyNO9epmwn3ypFT2fdPq4zj4A7Di61n7Satlw8LRl+8wWEiQxj0YwugYgIGU4tD3zzDOmg+Nrr73mniMCfNi9IpJQt65ZFkOnEOscaSCzdHGVhEcekaB8+aRJkyacT260cuVK84FkaGjK/xa1/nT16tVyzz33eO3YfHF0LXpmrFjVFFKXWevZuLxENa3A6BoC0sGDB83r//XT5HXqvNZhlSxZ0mvHBhuHtsuXL5vFrX/44QepXr26WTctuVGjRll5fIDP0Td9X331VZoLvgMZPZ+0c6522IX7NG7cONVmL2fOnDG30ezl70fW1u79U16du1X2/3ljp9PMooU/cG25rdRen7Sjut7G61NgyHBo27Jli+nyqLZt25bitqw2JQH8hY6KrFixwkxfA7KqTp06Ehsba6bXwrPNXrRD5y109v3bFv79Zm+R8/HWdcXVFv4jHolggWzgJq9PWtecvOEZ/FuGQ9uyZVq1A+BmHnjgAenfv79s3brVLCJ//Zu+f/7zn147Nvie559/Xl588UXTlji180lnPSBz2ukfXbuaN0RPPfWU5MiRw3WbfnqtH1RSx+25Fv6RJcKkb4vKtPAHdD1j/WPQIPP6pGVJuXPnTvH6tG7dOtdACvxfhkMb3IeaCv96k53WdGF98WUqAzLiscceM19feOGFFOeR89NXzqfMM61dwsLM7zJv3rySK1euFM1e6tWrJ88++6w3DzEgWvjnCA2SmPaRjKwBycTqH1u3mtcn/RBYX5Oc9PuIiAh56aWXvHmIsFtoa9eunWnzHxYWZr6/mTlz5lh1bAGHmgr/cf2i80BW7Nu3z9uH4Lc+0qlHo0eL5Mwp48aNkzzOBV/hsRb+1K0BqTNz277+Wrq+/LKMHTvWfLCEwJWu0KZtpp1zaZO3nIa1qKkAkBpq2dz/2vvZZ5/JK6+8InfccYe3DydgWvhTtwb8vatXr8onn3xipshXrVrV24cDu4e2jz76KNXvYQ0zdtmxIzUVfubChQumGYm26tX1DZNLPs0NSK8dO3akej5RI5k1wcHBJqzpB2SEttSnQo5dskesmj9QumAuGfZQderWgHTQLu3a0p/ZVsh0TduJEydk165d5vuKFSvKbbfdZuVxBRQzdpkvHzUVfkQ7/bVs2VIuXrxowpsusn3y5ElTRKzTXwltyIjffvtNHnroIVPT4KxlU86Ref4zz7q33npL+vbtKxMnTuTT7GRhbfyyOEmwaMG1kCCRMR0iWRwbyKBXX33VzATQETd9P4HAlOHQpm9Ao6KiZPr06a66nZCQEOncubOpB0je2QYZqKmYOFEXZKKmwk/07t1b2rRpI5MmTTJTiteuXWs+LXvyySclOjra24cHH6PnjK7Fs2TJEvN1/fr1ZlRIp8u8++673j48v6D/h+mHLFrYrx+WJf/wzLkeUqBwR91azZL55MvuDRlZAzJh/PjxEhcXJ0WLFjXT5a8vmdm4caPXjg02Dm19+vQxU76+/fZbadiwodn2008/mZEDfQOhn1Ii46ip8C+bNm2S999/30y70g814uPjpWzZsvLOO+9Ily5d/rahD5DcmjVrZOnSpVKoUCFzTunlH//4hwwfPty89urILrJmtDYjCXDuqFvLFhIkMY9GMLoGZEHbtm29fQjwxdA2e/Zs+eqrr6RRo0aubToNTD+VbN++PaEtk6ip8C86qqZ/p0qnQ2odUuXKlc2o2++//+7tw4OP0emPzq5hGtz++OMPMy1dP3F1TlNH1uiHKYFMR9eiZ8aKRTMhJTRYpGfj8hLVtAKja0AWDR482NuHAF8MbTp9JDw8/Ibt+sZUb0PmUVPhP2rUqCE///yzCeD33nuvDBo0yNS06Xx0/m6RUXrObN682UyNrFu3rhmx1Sl8kydPNiO4sNbly5dvaPaiS97448ja2r1/yqtzt8r+P637/5sW/gBgg9BWv359k/i1pi1nzpxm26VLl2TIkCHmNmQeNRX+480335Rz586Z74cNG2b+bp977jkT4qZOnertw4OPGThwoKknVm+88Ya0bt1a7r77bilYsKDMnDnT24fnF/T3+/LLL8sXX3xhZjxcz9+avSzYckT6zd4i5+MTLNsnLfwB99DXn5iYGPP6lFoHYd4fBoYMh7YxY8ZIixYtpHjx4iZcKP0EWAPcokWL3HGMAYOaCv9Ru3btFKPQCxcu9OrxwLfpa65T+fLlZefOneY/6fz586e6tiMyrl+/frJs2TIz06FTp04yYcIEOXz4sKlN1VkQ/jS6Fj0jVuZtPWLZPmnhD7iXDox88MEHpneEfoin3ST3798vc+fONTN5EBhCMzNNZ8+ePaZphr5xUB07dpQnnnjihpEhZEyg11T4kyZNmsicOXPk1ltvTbH97NmzpqBYm0oA6fX000+bD8ycdW1K2z47u/l++OGHXj0+f6DNtXQGidZrd+3a1YxkakDWukH9/07/j/OHFv7jlu4Rq5pC0mQE8Ax9DZoyZYq0atVKXn/9dfO+u1y5clK9enXTnZplhAJDptZp07b+rBvmXoFSU+Gvli9ffsPfn/Pv9ccff/TKMcF3ffzxx2a0J3loc05N16BBaMs6Hbl01gfqa61zupF26dSpzb7MHS38qVsDPOfo0aNSrVo1870uC3XmzBnzvU6Vf+2117x8dLB1aNNuZbqe2K+//mqua1e8nj17SqVKlaw+voASaDUV/miL/rF9u/l+x44d5oU2+d+fTpMsVoxPpZE+Z3U5kLNnzZIgWiPprCN2nk8LFiww02+RdRrY9u3bJyVLljT/l+nrcJ06dcwI3PUj5oHcwp+6NcDztCTpyJEj5vVJR9i+//57qVmzpml4liNHDm8fHuzc8v+xxx4zNTvOxiM6NKufAGhB/MMPP+yO4wwIgVJT4c8iRSSoWTNTZ6RTJK+nU4j1Aw8gPTQqBFWsaM6nChUq3HC7btdaB2SdTonU+mzt9tq/f39p06aNWdD26tWrMmrUKAn0Fv7UrQHe89BDD8mSJUtM92CdEv/kk0+apmbalKR3797ePjx4SJBDP8LNAE34OrdfO5glpx0lP/30U9m7d6/Y2aFDh6REiRJmrSz95MKrtBtcnjzXvj9/XkpWruyqqdDpObrCvdZUaJv4GTNmmE/VYVPHj4uEh8sBHRn5+WcpW6eOrF+/Xm677TbXXbQjqI6K6GLbQHrOpxV6Ps2ZI00efth8YKZ1bMnPJ623KlqUEY+s/I6NY8e0Y1CKmw8cOCAbNmwwr8FaNxKoLfxDgkTGdIikbg2w0euTDpasXr3adKTWD5h8znXvf+WWW7x6OIfslA2sHGnT4VltX349Tf0jRoyw6rgCkj/XVASKUvpHyZKSlJTk7UOBH7hX/2jY0DVtj06R7qMfmHXo0ME11UgDsV60NlVvS+3/PbuNrPX9arNcvmrda0/Nkvnky+4NGVkDvGzlypXSoEEDCQ299ra9Xr165pKQkGBuu+eee7x9iPCA4Iw+QEeBUmuk8NNPP5luW8h6TYVy1lQoX66pCOTGEfPnz08x9VX/DvVFVz/BBzJC64dXrVrluq5TpyMjI+Xxxx+Xv/76y6vH5k/TI53F/clpLaHeZufRtYffWyVRM2ItC2zaFXL8Y5Ey5/l/ENgAG2jcuHGqa7Hpa5behsCQ4dD2z3/+0zTL0MYjOh1SL/q91gDonNtvvvnGdUHmaiqU/j71jZk2HtD5yn379vX24SGDi2s7l8BYs2aNqY155513pFChQsw/R4bpv39dLkJt3bpV+vTpIy1btjQf8uj3yDqtFEhtJFOnzeTLl0/sOrp2x6sLLGs0Ehos0qtpedk59AGmQwI+8PqkTetu8fLUQth4euTzzz9vvr733nvmktptSk8uuh1mTPI3882aNTPr4PlaTQWu0XnR+vemdPHLRx55RP71r39Jw4YNzWg1kBEazqpUqWK+19o2rWHQDwa07lXDGzKvRrLmQU2bNnVNP1L6f5j+7u+//37x57o1RQt/wH7a6R9du5rXp6eeeipFp0h9fdqyZYuZwYPAkOHQRq2O+/h6TQX+R9dR0U/AtA5JW/M6R0N05FTX1gIyQpuOXLx47Q36Dz/84Hot0MYkzhE4ZE5b/eP++2XTtm3SokUL8283+e+9dOnStumKvGDLEek3e4ucj0+wbJ+08Afsy4zxh4WZkTZdp9M5g8f5+qR1baybHDgytU4b3Dc9Uj/RvX7dJWdNBaHNdzRv3lyeeeYZqVGjhuzevds1GrJ9+3bzJhDICG1GpMFfR2q1K+msWbPMdj237NzpyhcM1j9eeklK33mnWc7Gjmse6eha9IxYmbf1iGX7pIU/YH8f6R9jxkjpSpXkpZdeYipkgMtwTRvcxxdrKpA6rUfUdQxPnDhhprMVLFjQbNfprh07dvT24cHHaE2kTtv76quvzDqOzgXav/vuO1tN3fNluq6i/nt10nDcq1cvmTx5slfD2ujFu6XCqwssC2zawl+bjCzv20Qali9EYAN8gDYzS/7+UBuajR492szkQeBgpM0uNRUNG/pMTQX+nnaK1Dfa12MhZGSGTrOdN2/eDdtjYmK8cjz+SDtxat1pp06d5OjRo6auuGrVqvLZZ5+Z64MGDfJ4k5E+X2ySq4kWrY5NC3/AZz344IPSrl076d69u5w+fVrq1KljpkeePHlSRo0axbJQAYLQZpeailatZNOWLbavqQAAf7Rt2zbzRkjpcivVqlUzyyzoJ9n6RskToc1dTUZyZguWdx+uTkdIwEdp0ynnh3Q646JIkSISGxtrZvLoaxOhLTAQ2uxSU/HKK1K6QgXb1lQAgD+7evWq67VXm73o8jbONTOPHLGulsyTTUaoWwP8gzai0kYkSj9I0lG34OBg04iEtV8DR6ZCm3aQjIuLk+PHj9/QTZJV2bNeU+FsLKA1FZ9//rlp9a3TdgAA7nHnnXfKpEmTpFWrVrJ48WIZOnSo2f7HH3+4alJ9pcmI1q2N6RDJyBrgJ3QJIV0+SNdDXrRokWuJKH0fHhYW5u3Dg11D29q1a83cf0322jgjOdZm86+aCgAIFG+//bZ5QzRixAjp0qWLREREmO3ffPONa9qk1WFt3JI9Mm7pHrGwbI26NcAP6fs/fY+oYU17H2ijM+eom3apRmDIcGjTuf21a9eW+fPny+23355qt0P4bk0FAAQiXfRei/p13bv8+fO7tusHablz57Y8rE1YFidXk6xLa9lCgiTm0QhG1wA/9Mgjj5ilX3SqtvMDJaUBTj9sQmDIcGjbs2ePKYLUoVr4V00F3O/XX381069+++03bx8KfMTm7dvl28mTzULa7du3l0KFCrlu04Chbek//PBDrx6jvwgJCUkR2JRV6yo6w9r4ZXGSYGFYCw0W6dm4vEQ1rcDoGuDHtPmIXpJzxywA+NE6bXXr1jX1bHBfTcWPP/5oaiqcbf7dXVMBz7ly5QpFw0g3XYGnzv33y8yZM830Pf0AZ9myZa7bL126JB9//LFXjxHpa99f6bXvZPSSPZYGtlbVwmXXf1pKr+YVCWwA4OfSNdK2ZcsW1/dRUVHy4osvmhornb6XLVu2FPetXr269UcZIDxdUwHr9dE/dBprGtOpki/eC/yd10Xkpeeek2GjR5saYn1t0BH4L7/8krUbbc5d7fvVLdmDZcQjEdKyelFL9wsA8PHQFhkZaWrXkjceefrpp13fO2+jEYlv1FTAfcbov5c1aySsQIFUbz9//rzHjwm+a7uIfPL44+Z7fX3t16+f6S6r9Q06+nbXXXd5+xDhofb9ihb+ABC40hXa9u3b5/4jgdtrKuB+WunZ+9//lieffz7V2zdt2iS1atXy+HHBN2mF6+kzZ1Js0w5iuj5Phw4dZOTIkV47NtzoSkKSdJ66TtbuO2XpfmkyAgBIV2grVaqU+48E8AO1RWTD5s3yZBq3Xz9iDdxMpIgsW7VKajVvnmL7Y489Zs4jnUYN9zp27Ji8//77aXbvdU6DHPH9Ttn0e8qAnVU0GQGgDh06JLfeeqvkyZPnhgZ2a9asYY3kAJHhRiRa9K7t/p10uo6eSA0aNKDBAgKejnv0uslC6FqneP2C9EBanhORw2l0ju3YsaNMmzaN/6zdTOu3hwwZkuY0yIgh38sTU9dZHthoMgJAX/3rtGhhBk/0vXbnzp1TlFmcOnVKGjdu7NVjhI1b/r/55psyceJE872m+/Hjx8vo0aNl3rx5ZtG/OXPmuOM4AZ9gmvGWKOHtw4Cf0NV3Hho6NM3bdaqkXpB5ps3W9u2azlK9fdeuXR6bBqloMgLAqb+OrgQHy7p16+T06dPSv39/E9J0/V5nKQ2zdwJHhkPb77//7lqjbe7cuaYgXhtlNGzY0DTSAADAl6agBjVrluobnxRNttw4DdIcR4kw6duiMk1GALj8ICJfDxsmtWtr8YXIqlWr5NFHH5UmTZrIkiVLzDZ9fUJgyHBo0/m0f/75p5QsWdIk/T59TJNzyZkzp1kzCFmj/wj1cvz48Rum0bGAru/QT8BSeyHVbfpvRT/4eOqpp6Rr165eOT74Fs4n99E+r++MHClNH9JxzRtt375d2r843EyDtLobpGJkDUBa9OOh/Lfe6rqeI0cOM6NNg5uOuH366adePT7YPLQ1b95cnnnmGalRo4bs3r1bWrZs6fqPjS6HWaN1E2+88Yb5ROX222/n0xMfpk0Lhg0bJg888IBrjb3169fLwoULpUePHqYj63PPPScJCQny7LPPevtwYXOcT+6jvVz/OHr0hoZbzpG10dtCpeA/X6Z9PwCPK6tTuHfskDvq1XNtCw0NNWt1anBr3bq1V48PNg9tEyZMkIEDB5ppkrNnz5aCBQua7Rs2bDCF8ci8SZMmmcYCnTp18vahIIt++ukn+c9//iPdu3dPsV270OkItf7b0YXox44dy5ts/C3OJ/fR3+iFkiVThLVxS/bIxBV7JT7h2mwHKz9Ao30/gPR6QEQmf/KJPJxsbeTkwe3hhx82nSURGIIcAVbBqCd3iRIlTOjURWq96sIFnW967fvz56VgyZLm0/Ny5cp597iQccePi4SHX/v+2DHJU7asWZPNWf/pFBcXZxar1+5Pe/fuNW+0L+h5ACTH+eTx37EULizfbv5D+nyxSa4mWv/fIu37AWT09UnH9y/GxUlYGu8LdXbF4cOHfW9pruve/8ott3j1cA7ZKRtY2fJf/fjjj/Lkk0+aNv96sqhPPvnEfBqMzNNpp59//rm3DwMWKFCggHz77bc3bNdtepvSN9d58+b1wtHB13A+uU9iULCsOnhGGo1YJlEzYi0PbCFBIr2alqd9P4BMTYcLu+51XcdanOMtOuLmc4ENnpseqdNwdPreE088IRs3bpT4+Hiz/cyZM2Y5gAULFmT+aALc5cuXZfLkyfLDDz+YT8yzZcuW4vZRo0Z57diQMa+99pqpMVq2bJmrBunnn382/z50GqxavHix3HvvvV4+UvgCzifrmWmQDTrKxHqPSPxXuy3fv4a1Ho3KSTRBDYAFpk6dKjExMbJnzx5z/Y477pBevXqZD/wRGDI8PVIbkOh6bLrAn36qu3nzZilbtqzExsaaInldiNTObDUEet3wcOObFJRqTcXSpUs9d2zI8lQrbc2r6xg613mqWLGiREVFmRFq4KY4n9wa1sYs3i0TlseJG2ZBMg0SgOX/BwwaP958cK+v+fXr10+xVrK+J9cmdj6F6ZGeGWnTNwz33HPPDdvz5ctnFv5D5umn6PAfunahXgArcD5ljS6IPWDOFpmz8bC4o5BbR9aimhDWAFhv4sSJMmXKlBQN//75z3+aWVka5HwutMEzNW1FihQxxe/X03o2HXEDIGYk+qOPPpLffvvN24cCP8D5lPlRtVV7TkrbCT9JhYHfyWw3BDYNay80Lie7h1GzBsA9rl696lpgO7latWqZZiTwvJUrV0qbNm2kaNGiZjbc3Llz//Yxy5cvl5o1a5r19rSxmHaMd2to03bS0dHRsm7dOnOQf/zxh3z22Wfy0ksvmZoLACLZs2eX4cOHm3+UOuSujXs++OAD11x0ICM4nzIe1kYv3i1VBi2UJ6auk02/6xK11k+D1AYjGtb6tKhEWAPgNtpLQkfbrqd9ELTHBDxPm39FRESYpdDSQ9dTbdWqlVkUXbtBO+sRFy1a5L6aNr27NhzRNxAXL1402zQxamgbOnSo2J2t5q3abE4vrK1BUtpdVT+NWbFihbnogvS6cDrrquCmOJ+yVq+2Ik4Sry2xZrkgR5JEN6vANEgAHvs/IGroUJk+fbp5/1rvvwtt6+DJwYMHzUyM5I3rfKJpnc3e/x7KYjbQQayvv/5a2rZtm+Z9Xn75ZZk/f75s27bNte2xxx4zpWULFy50T02bHtirr74qffv2NdMkdX2gKlWqSB7nLx+AS/78+c0C9Pr11ltvNe15b7vtNm8fFnwU55N36tWMxCuS74/1UuDIeun19hJ3PQsA3EDf6Ou0OqVrcqpChQqZS/IQoO/RkXnnzp2Ts2fPuq7roJRerKCNY5o1a5ZiW4sWLcyIW3plOLQln66jYQ3AjV555RUzd1m7qlauXNm0Yu/fv79p4qNvuIGM4HxKfVRt7d4/ZcT3O90y/dGpdMFcMuyh6lKvbEEJCX7Ibc8DAGmhUZ1nXJ9rBg8eLK+//rol+9bu+uHO0dP/0usaEi9duiS5cuWyLrQ9/fTT6brfhx9+mN5dAn7rrbfeMiMg+g++Xbt2UqFCBW8fEnwY59ONUyAnrtxr+ULYyWULCZKYRyOkdWQxtz0HAMA+duzYIcWK/e8136pRNqukO7RphxNddV3XactgGRwQcHRERGuOdHRk5MiRZmRaR0caNWpkLoH8phsZx/nkoSmQ+p90SJA816gcNWsAEGDy5s0rYWFhbtm3dt8/pjXqyeh1fb70jLJlKLRpZ8gZM2aY7iddu3Y13csKFCggVtDOKyNGjDBDh9qJZdy4cVKnTp2/fdzMmTPNmhUPPvhgulptAp6i57FeXnjhBXNdF6GPiYmRHj16SFJSkiQmJnr7EOFDAvV88tQUSBVZIkz6tqj832mQhDUAgHV0UfQFCxak2LZ48WLXYumWhjYNVtqRZs6cOWYK5IABA0zrym7dusl9992X6eLHWbNmSZ8+fWTSpElSt25dGT16tCnM00W8C/+3Y1pq9u/fbzpW3n333Zl6XsCddDRaR0d0ZEQvuo6hzlvWhTB1hATIiEA7nzSsjVuyRyau2CvxCW5qA6lF+0mJ0m7bUhn+QX/JXrSI254HAOBfzp8/n2Ldah3U0lb+OqBVsmRJk5O047N2/VTdu3eX8ePHS79+/UzJ2dKlS+WLL74wHSXd1vLf6cCBA2bKpB6MLuy3ffv2THWQ1KB21113mR9E6afG2nZTV3jXQvvU6KfKWoCvP/SPP/5o2mWmd6SNlv/wRHve/BUrmn/QOjrinMamHzBoxz/gbwXo+eSJlv3OBbF71C0i0e3qSIgjKcWyCgBg12Vf/IbN3v8eykQ20A9Qdc2163Xp0sXko6eeesoMMOn9kj+md+/epnZOn+e1114z93N798jg4GAzuqaZL7NTc65cuSIbNmwwaTT5frUlprbGTMsbb7xhRuF0lE9D283Ex8ebS/J2noC7ffrpp+ZNtbvmRiOw+Pv55JV6tZMnRDSwAQCQQfrh6c3GvTS4pfYYnTWTWRkKbRp+nNMjdXpO69atzQjZ/fffb8JWRp08edIEvtRaYO7cuTPVx+jzTp061QxBpocuAj5kyJAMHxuQFTp1GLCKP55PGtQ+Xr1PPl17QA6cuuTW56JeDQDg69Id2p5//nnT+EOHD3VaojYl0UX9PElHyTp16iRTpkxJ93PrKJ7WzDnp/FLWlwMA/24sotGsXc2iMrxdhGQPzfiHigAA+GRo00YhWlhXtmxZ03paL6nRkbj00uAVEhKSagtMbY15PV0FXueHtmnTxrVNa+DMDxIaapqXlCtXLsVjrl/NPPlK5wAA/2ks4lxf7bl7ykp084qMqgEAAi+0de7cOdMdItOiaw3VqlVLlixZIm3btnWFML3es2fPG+5fqVIl2bp1a4ptAwcONCNwY8aMMaOAAAB7BLXVe07K2KW7ZcPB05Lk5uU9mQIJAPBnGVpc2x106qJ2Wqldu7ZZm01b/l+4cMGsBecMi7o6udam5cyZU6pWrZri8c7uaddvBwB4r6nI17GH3R7UmAIJAAgUme4eaZUOHTrIiRMnZNCgQWZx7cjISFm4cKGrOcnBgwcz1eQEAOB/tWqulv2NyjEFEgAQMLwe2pROhUxtOqRKvr6BJ0cAAQB/H9Smr90vS3cel6uJbh5Wu75lP2ENABBAbBHaAAC+wZNNRZyoVwMABDpCGwAgXaNqH6/ZJz/8etzttWqKejUAAP6H0AYASDOsjVm8Wyau3OuR6Y+Klv0AANyI0AYASLUD5JyNh8UTUU3H0ZpXKSydG5RhCiQAAKkgtAFAgHNOf1y194Qs2n5U9p646JHnpbEIAADpQ2gDgADljaYiIcEizSuHS6f6pRlVAwAgnQhtABBAvNFURNUpfatENakgDcoXIqgBAJBBhDYACADeaCrCItgAAFiD0AYAfszTTUUUtWoAAFiL0AYAfhjUPl69Tz5de0AOnLrkkefMFizSlFo1AADcgtAGAH5Uqzbi+52y6fczHnveyBJh0rdFZYIaAABuRGgDAB8PatPX7pelO497rFatVIFc8mS90tKlQWnJHqqrrAEAAHcitAGAj/FGq34dQ2tXs6gMbxdBUAMAwMMIbQDgY01Fvo497LFW/dm0qcg9ZekACQCAFxHaAMDuTUVW7qWpCAAAAYzQBgB2rFUrWV1G3N1JNo3d4LHnpakIAAD2RGgDALs1Ffn1mFzt+KZHnpemIgAA2B+hDQC8iKYiAADg7xDaAMBLYW3M4t0yYUWcJHomq9FUBAAAH0VoAwAPBrXVe07K2KW75ZcDp8UTDSB1HK15lcLSuUEZatUAAPBRhDYA8MNW/Tl0VK1ROYlqWoGgBgCAjyO0AYCbmoqs2ntCFm0/KntPXPTI89KqHwAA/0RoAwAfbiqi0x/vu5OgBgCAPyO0AUAW0VQEAAC4E6ENADKBpiIAAMBTCG0AkAE0FQEAAJ5GaAOAdAS1j1fvk0/XHpADpy555DmzXb0iTfeul06vPi31apUnrAEAEMAIbQBwkw6QI77fKZt+P+Ox540sESZ96xSRenUrSYgjSWRybxECGwAAAY3QBgBe7gAZEiTStkZRGd4uQrKHBoscPy6igQ0AAIDQBgD/G1X7eM0++eHX4x6rVatT+laJalJBGpQvxPRHAACQJkIbAAn0Vv0TV+6Vq4meSWq06gcAABlFaAMQkE1Fvt38h2w9fNYjrfqzBYs0rcwC2AAAIHMIbQD8nlebirSoTFADAABZQmgD4Lds0VQEAAAgiwhtAPwKTUUAAIC/IbQB8As0FQEAAP6K0AbAp4Pa6j0nZezS3fLLgdMeaSqiEx6bVyksnRuUoVYNAAB4BKENgE92gBwwZ4t8HXvYY9Mfc+ioWqNyEtW0AkENAAB4FKENgE+gAyQAAAhUhDYAtg9q09ful6U7j3usVq1UgVzyZL3S0qVBaTpAAgAAryO0AbAdbzQV0Wz2YCSt+gEAgP0Q2gDYAk1FAAAAUkdoA+BVNBUBAAC4OUIbAI+jqQgAAED6EdoAeARNRQAAADKH0AbA7WFt3JI9MnHFXolPSPLIc4YEibStQVMRAADgHwhtANw2qvbxmn3yw6/HPVarVqf0rRLVpII0KF+I6Y8AAMBvENoA+HSrfh1V69GonEQ3r0hQAwAAfonQBsCyWrXFO47RARIAAMBihDYAPtNUpNxtueX+qrdLg3KF6AAJAAACBqENQLrRVAQAAMDzCG0AboqmIgAAAN5FaAOQKpqKAAAA2AOhDUAKVxKSZMCcLTJn42Hx0KAaTUUAAABugtAGwAS1j1fvk0/XHpADpy555DmzBYs0rRwuneqXpqkIAADATRDagACvVRvx/U7Z9PsZjz1vZIkw6duiMkENAAAgnQhtQADxVqv+UgVyyZP1SkuXBqXpAAkAAHzehAkTZMSIEXL06FGJiIiQcePGSZ06dVK977Rp06Rr164ptuXIkUMuX76c7ucjtAEBwFtNRWjVDwAA/M2sWbOkT58+MmnSJKlbt66MHj1aWrRoIbt27ZLChQun+piwsDBzu1NQUMZmGxHaAD9GUxEAAABrjRo1Sp599lnX6JmGt/nz58uHH34o/fv3T/UxGtKKFCmS6ecMtsvwYunSpSVnzpwmra5fvz7N+06ZMkXuvvtuyZ8/v7k0a9bspvcHAjGoTVm5V+59Z6lUGPidzPZAYNOmIvffGS6fPVNXdgx9QHrRsh8AAPiQc+fOydmzZ12X+Pj4VO935coV2bBhg8kgTsHBweb6mjVr0tz/+fPnpVSpUlKiRAl58MEHZfv27b410pbR4cXly5dLx44dpUGDBibkvf3223LfffeZH7xYsWJe+RkAb6OpCAAAQOZVqVIlxfXBgwfL66+/fsP9Tp48KYmJiRIeHp5iu17fuXNnqvuuWLGiGYWrXr26nDlzRt59912TZTS/FC9e3DdCW0aHFz/77LMU1z/44AOZPXu2LFmyRDp37uyx4wa8jaYiAAAA1tixY0eKASBtFGKV+vXrm4uTBrbKlSvL+++/L0OHDrV/aHMOLw4YMCBDw4vJXbx4Ua5evSoFChRI9XYd2kw+vKlDn4Cvh7VxS/bIxBV7JT4hySPPqWNo7WrSVAQAAPinvHnzmmYhf6dQoUISEhIix44dS7Fdr6e3Zi1btmxSo0YNiYuLS/fxefXd182GF7V9Znq8/PLLUrRo0RTzSpMbPny45MuXz3W5fugT8KWwNmrRLqkwcIGMXrLHI4EtW0iQvNC4nMS92VJGtq9BYAMAAAEte/bsUqtWLTPLzykpKclcTz6adjOaf7Zu3Sq33357up/X69Mjs+Ktt96SmTNnmjo3rW9LjY7iac2c0+HDhwlu8KmgtnrPSRm7dLf8cuC0RzpAaixrXqWwdG5Qhlo1AACA62i26NKli9SuXduszaY9OS5cuOAq99KSLZ1qqYNH6o033pB69epJ+fLl5fTp02Z9twMHDsgzzzwjPhHasjK8qAV8Gtp++OEHU9SXFp2PmnxOqnaDAXylVu2HX49JomdmQNKqHwAAIB06dOggJ06ckEGDBpnZgZGRkbJw4ULX7MGDBw+aki+nv/76y/Tw0Ptq93sdqVu9enWGBpJC7TK82LZt2xTDiz179kzzce+8844MGzZMFi1aZBIu4Ou81VSk3G255f6qt0uDcoUYVQMAAEgnzSpp5RWdBZhcTEyMuWRFqK8NL2qLf021n3/+uVnbzVn7lidPHnMBfAlNRQAAAGD70JbR4cWJEyearpOPPPJIutZSAOwa1sYs3i0TVsR5bPqjNhV57p6yEs3C1wAAAD7F66Eto8OL+/fv99BRAdaiqQgAAAB8NrQB/uxKQpIMmLNFvo49LEmeKVWjqQgAAIAfIbQBbgpqH6/eJ5+uPSAHTl3yyHNmCxZpWjlcOtUvzagaAACAHyG0ARZJDAqWtSWqyojPt8umoxc99ryRJcKkb4vKBDUAAAA/RWgDrOgAueaQTOz9pcRnyyHigcAWEiTStgYdIAEAAAIBoQ3IwrpqH6/ZJz/8evxarZoGNjfSaFa79K0S1aSCNChfiFE1AACAAEFoAzLRVOT/Nv0hCR7qKkJTEQAAgMBGaAPSOao24vudsun3Mx55TpqKAAAAwInQBtwkqE1fu1+W7jwuVxM9M6pGUxEAAABcj9AGXN9UZMkembhir8QnJHnkOWkqAgAAgJshtAH/DWtjFu+WCSviJNEzWU3q0FQEAAAA6UBoQ0BzNhaZs/GweGICZDZtKnJPWYluXpGgBgAAgHQhtCHgeLqxiE54bF6lsHRuUIZaNQAAAGQYoQ0Bw9P1arTqBwAAgBUIbfB7Hq1XS0qSyKJ5pG/raoyqAQAAwBKENvhtrdrHq/fJt5v/kK2Hz7q1Xk1jWbXw3NLm8zHSZeN8yX7ksEjhQm58RgAAAAQSQhv8hqdr1bRVf49G5a41FTl5QqTP/7n9OQEAABB4CG3wedSqAQAAwJ8R2uCzPFmrli1YpGnlcOlUvzS1agAAAPAoQht8jifXVossESZ9W1QmqAEAAMBrCG3wCZ6sV9No1q5mURneLkKyh+oqawAAAID3ENpgewu2HJF+s7fI+fgEzzUWYVQNAAAANkFog62nQXaeuk7W7jvl1uehsQgAAADsjNCGgJ0GSb0aAAAAfAGhDQHVtl9L1B6MpF4NAAAAvoPQBlt0gvw69rAkuakVpEaz5lUKS+cGZRhVAwAAgM8htMFvp0BSqwYAAAB/QGiD302BpFYNAAAA/oTQBo/4dvMf0ueLTXI10T1zIFlbDQAAAP6K0Aa3T4N8de5W2f/nRbc8B2urAQAAwN8R2uCT0yB1MK1n4/LUqwEAAMDvEdpgaVgbs3i3TFgRJ4luKlnTkbWoJoQ1AAAABA5CGywbWRu3dI+4qWSNaZAAAAAIWIQ2ZDmsjV8WJwluWmSNtv0AAAAIdIQ22G4apPZ+vO/OcOlUvzRt+wEAABDwCG2wzTRIpkACAAAANyK0wesja0yBBAAAANJGaEOariQkyYA5W2TOxsPijoq10gVzybCHqjMFEgAAALgJQhtSHVmLnhEr87Yeccv+s4UEScyjEdI6sphb9g8AAAD4E0IbbpgGOX55nLijGSTTIAEAAICMI7TB7Q1GIkuESd8WlZkGCQAAAGQCoS2AuXudtXpl8sv0bvUke6g28QcAAACQGYS2APXt5j+kzxeb5KobhtZuyR4sIx6JkJbVi1q+bwAAACDQENoCbGRt7d4/5dW5W2X/nxct3z/TIAEAAADrEdoCxIItR6Tf7C1yPj7B0v1qNGtXs6gMbxfBNEgAAADADQhtAbDWWuep62TtvlOW77tVtXAZ27EWo2oAAACAGxHa/JS71lpjZA0AAADwLEKbH46sDZizReZsPCwOi8NaVONyEt28IiNrAAAAgAcR2vyEu0bWFNMgAQAAAO8htPlBWBuzeLeMXx4nVi+1xjprAAAAgPcR2nx8YexxS/eI1Uutsc4aAAAAYB+ENh9t368LY19OSLJ0v6UL5pJhD1VnnTUAAADARghtPsRd7fuzhQRJzKMR0jqymKX7BQAAAJB1hLYAbjKipWo9G5eXqKYVGFkDAAAAbIrQFoBNRkKCRKKaENYAAAAAX0BoC6AmIxrWejRirTUAAADAlxDaAqDJCCNrAAAAgO8itNmpycj7ayxtMqLxLKoxI2sAAACALyO0eVliULBEt35J5g1fael+W1ULl7EdaxHWAAAAAB9HaPOib7cfl159ZktiaDbL9lmvTH6Z3q2eZNfWkAAAAAB8ni3e2U+YMEFKly4tOXPmlLp168r69etvev8vv/xSKlWqZO5frVo1WbBggfiaZ6f/LFFzdlgW2HKEBsl7j9eQmf9uQGADAAAA/Ci/eP3d/axZs6RPnz4yePBg2bhxo0REREiLFi3k+PHjqd5/9erV0rFjR+nWrZvExsZK27ZtzWXbtm3iK4bN3y6Ld6T+82WmyUivpuVlxxsPSMvqRS3ZJwAAAAD75Jcgh8NhYVP5jNNketddd8n48ePN9aSkJClRooRERUVJ//79b7h/hw4d5MKFCzJv3jzXtnr16klkZKRMmjTpb5/v0KFDZv+///67FC9eXLzRcKTiwO8kq790mozYjP4jDQ+/9v2xYyKFC3v7iODLOJ/cj98xALvy99enCxdE8uS59v358yK33OLVwzmUiWzg6fzi9ZG2K1euyIYNG6RZs2b/O6DgYHN9zZo1qT5Gtye/v9Jkm9b94+Pj5ezZs67LuXPnxJs+WbM/y4FNm4zEvdlS+rSoRGADAAAAskgzQvLMoBnCW/nFdqHt5MmTkpiYKOHOTxP+S68fPXo01cfo9ozcf/jw4ZIvXz7XpUqVKuJNB05dzFKTkd3/eUAmPFGbsAYAAABYRDNC8sygGcJb+SUgu0cOGDDAzDl1Onz4sFeDW6kCuTPVZCSmfSQ1a3ZWqNC1KQzO74Gs4HxyP37HAOzK31+fcue+Ni3S+b1N7NixQ4oVK+a6niNHDrETr4a2QoUKSUhIiBxznpj/pdeLFCmS6mN0e0bur7/w5L90He70pk71S8uwBb9KkiN9TUaimpSXqKYVGFmzu+Bg/5tzDu/hfHI/fscA7MrfX5+Cgrxex5aavHnzSlhYmNghv9huemT27NmlVq1asmTJEtc2LeTT6/Xr10/1Mbo9+f3V4sWL07y/3Wg7/mfvLnPT+2g8e6FxOdk9rKX0otEIAAAAYAveyi9enx6pUxe7dOkitWvXljp16sjo0aNNd5WuXbua2zt37myGKp3zSqOjo+Xee++VkSNHSqtWrWTmzJnyyy+/yOTJk8VXDGh5bXrmlB/33TDipk1GxnasRVADAAAAbKiPF/KL10ObtsA8ceKEDBo0yBTjaevLhQsXuor1Dh48aDqyODVo0EA+//xzGThwoLzyyityxx13yNy5c6Vq1ariSzS4vXhfJdNNUpuTaK2bTp1kYWwAAADAvjp4Ib94fZ02T/P2Om0AAAAA7OGQj2QDhnUAAAAAwMYIbQAAAABgY4Q2AAAAALAxQhsAAAAA2BihDQAAAABsjNAGAAAAADZGaAMAAAAAGyO0AQAAAICNEdoAAAAAwMYIbQAAAABgY6ESYJKSkszXI0eOePtQAAAAAHjRkf9mAmdGsKuAC23Hjh0zX+vUqePtQwEAAABgk4xQsmRJsasgh8PhkACSkJAgsbGxEh4eLsHB3pkdeu7cOalSpYrs2LFD8ubN65VjgP/gfIKVOJ9gJc4nWInzCe44n7Zt2yYXL16UGjVqSGiofcezAi602cHZs2clX758cubMGQkLC/P24cDHcT7BSpxPsBLnE6zE+YRAPp9oRAIAAAAANkZoAwAAAAAbI7R5QY4cOWTw4MHmK5BVnE+wEucTrMT5BCtxPiGQzydq2gAAAADAxhhpAwAAAAAbI7QBAAAAgI0R2gAAAADAxghtAAAAAGBjhDY3mDBhgpQuXVpy5swpdevWlfXr19/0/l9++aVUqlTJ3L9atWqyYMECjx0r/Ot8mjZtmgQFBaW46OMAtXLlSmnTpo0ULVrUnBtz587928csX75catasabprlS9f3pxjQGbOJz2Xrn990svRo0c9dsywr+HDh8tdd90lefPmlcKFC0vbtm1l165df/s43kPBqvPJ7u+hCG0WmzVrlvTp08e0EN24caNERERIixYt5Pjx46nef/Xq1dKxY0fp1q2bxMbGmpNKL9u2bfP4scP3zycVFhYmR44ccV0OHDjg0WOGfV24cMGcQ/pBQHrs27dPWrVqJY0bN5ZNmzZJr1695JlnnpFFixa5/Vjhf+eTk75xSv4apW+ogBUrVkiPHj1k7dq1snjxYrl69arcd9995jxLC++hYOX5ZPv3UNryH9apU6eOo0ePHq7riYmJjqJFizqGDx+e6v3bt2/vaNWqVYptdevWdfz73/92+7HC/86njz76yJEvXz4PHiF8lb78f/311ze9T79+/Rx33nlnim0dOnRwtGjRws1HB388n5YtW2bu99dff3nsuOC7jh8/bs6XFStWpHkf3kPByvPJ7u+hGGmz0JUrV2TDhg3SrFkz17bg4GBzfc2aNak+Rrcnv7/SkZS07o/AkZnzSZ0/f15KlSolJUqUkAcffFC2b9/uoSOGv+H1Ce4QGRkpt99+uzRv3lxWrVrl7cOBTZ05c8Z8LVCgQJr34TUKVp5Pdn8PRWiz0MmTJyUxMVHCw8NTbNfrac3Z1+0ZuT8CR2bOp4oVK8qHH34o//d//yeffvqpJCUlSYMGDeTQoUMeOmr4k7Ren86ePSuXLl3y2nHBN2lQmzRpksyePdtc9E1Ro0aNzNRvIDn9v0unYzds2FCqVq2a5v14DwUrzye7v4cK9fYBALBO/fr1zcVJX2wqV64s77//vgwdOtSrxwYgsOkbIr0kf33au3evxMTEyCeffOLVY4O9aC2S1qX99NNP3j4UBND5VN/m76EYabNQoUKFJCQkRI4dO5Ziu14vUqRIqo/R7Rm5PwJHZs6n62XLlk1q1KghcXFxbjpK+LO0Xp+0UDtXrlxeOy74jzp16vD6hBR69uwp8+bNk2XLlknx4sVvel/eQ8HK88nu76EIbRbKnj271KpVS5YsWeLapkOrej15ck9Otye/v9IuN2ndH4EjM+fT9XR65datW820JCCjeH2Cu2lXUl6foLSfjb7B/vrrr2Xp0qVSpkyZv30Mr1Gw8nyy/Xsob3dC8TczZ8505MiRwzFt2jTHjh07HP/6178ct956q+Po0aPm9k6dOjn69+/vuv+qVascoaGhjnfffdfx66+/OgYPHuzIli2bY+vWrV78KeCr59OQIUMcixYtcuzdu9exYcMGx2OPPebImTOnY/v27V78KWAX586dc8TGxpqLvvyPGjXKfH/gwAFzu55Lek45/fbbb47cuXM7+vbta16fJkyY4AgJCXEsXLjQiz8FfPV8iomJccydO9exZ88e839cdHS0Izg42PHDDz948aeAXTz33HOmc9/y5csdR44ccV0uXrzoug/voeDO88nu76EIbW4wbtw4R8mSJR3Zs2c3LdvXrl3ruu3ee+91dOnSJcX9v/jiC0eFChXM/bW99vz5871w1PCH86lXr16u+4aHhztatmzp2Lhxo5eOHHbjbLl+/cV5DulXPaeuf0xkZKQ5p8qWLWtaIgOZOZ/efvttR7ly5cyboAIFCjgaNWrkWLp0qRd/AthJaueSXpK/5vAeCu48n+z+HipI//D2aB8AAAAAIHXUtAEAAACAjRHaAAAAAMDGCG0AAAAAYGOENgAAAACwMUIbAAAAANgYoQ0AAAAAbIzQBgAAAAA2RmgDAHjdU089JW3bthV/9Nprr8m//vUvtz/PpEmTpE2bNm5/HgCA5xHaAAA3DVNBQUHmki1bNilTpoz069dPLl++7O1D8wlHjx6VMWPGyKuvvur253r66adl48aN8uOPP7r9uQAAnkVoAwDc1P333y9HjhyR3377TWJiYuT999+XwYMHe/uwfMIHH3wgDRo0kFKlSrn9ubJnzy6PP/64jB071u3PBQDwLEIbAOCmcuTIIUWKFJESJUqYKYzNmjWTxYsXu25PSkqS4cOHm1G4XLlySUREhHz11Veu2xMTE6Vbt26u2ytWrGhGnzLiwIEDZupf/vz55ZZbbpE777xTFixYYG5bvny5GQmcP3++VK9eXXLmzCn16tWTbdu2uR7/559/SseOHaVYsWKSO3duqVatmsyYMSPFc+jP8c4770j58uXNz1yyZEkZNmyY6/bff/9d2rdvL7feeqsUKFBAHnzwQdm/f/9Nj3vmzJk3TFksXbq0jB49OsW2yMhIef31113X9efRcNy6dWtzvJUrV5Y1a9ZIXFycNGrUyPwONAzu3bs3xX70ub755hu5dOlShn6/AAB7I7QBANJNg9Dq1avNqI6TBrbp06ebmqrt27dL79695cknn5QVK1a4wlDx4sXlyy+/lB07dsigQYPklVdekS+++CLdz9ujRw+Jj4+XlStXytatW+Xtt9+WPHnypLhP3759ZeTIkfLzzz/LbbfdZgLM1atXzW06nbNWrVom2OnPoDVmnTp1kvXr17seP2DAAHnrrbdMDZoe5+effy7h4eHmNt1PixYtJG/evGb64apVq8zz6yjklStXUj3mU6dOmf3Url1bMmPo0KHSuXNn2bRpk1SqVMmMov373/82x/nLL7+Iw+GQnj17pniMPldCQoKsW7cuU88JALApBwAAaejSpYsjJCTEccsttzhy5Mjh0P82goODHV999ZW5/fLly47cuXM7Vq9eneJx3bp1c3Ts2DHN/fbo0cPx8MMPp3ieBx98MM37V6tWzfH666+netuyZcvMcc2cOdO17c8//3TkypXLMWvWrDT32apVK8eLL75ovj979qz5+aZMmZLqfT/55BNHxYoVHUlJSa5t8fHx5jkWLVqU6mNiY2PNcR08eDDF9lKlSjliYmJSbIuIiHAMHjzYdV0fN3DgQNf1NWvWmG1Tp051bZsxY4YjZ86cNzxv/vz5HdOmTUvz5wYA+J5Qb4dGAIC9NW7cWCZOnCgXLlwwNW2hoaHy8MMPm9t0ut7FixelefPmKR6jo081atRwXZ8wYYJ8+OGHcvDgQTN1T2/XKYHp9cILL8hzzz0n33//vZmeqc+vUyGTq1+/vut7nb6o0zB//fVX1xTNN99804zuHT582Dy/jtzp1EOl99PrTZs2TfX5N2/ebH5WHWlLTkfwrp+i6OScoqjTNTMj+c/nHPHTaZ3Jt+nznz17VsLCwlzbdQqq/p0AAPwHoQ0AcFNaP6V1XkqDl9asTZ061dSpnT9/3mzXaYdaL5ac1oU567peeuklM3VRg5UGnxEjRmRoCt8zzzxjpifq82hw0ymZur+oqKh0PV6fT+votJZMg4/+TL169XJNbdSgczP6c+r0ys8+++yG23QqZmoKFSpkvv71118p7hMcHGymNibnnMaZnHbrTF7jltY2nX56/bTMtI4JAOCbqGkDAKSbBg6tRxs4cKAZSapSpYoJZzqCpsEu+UUblyit/9KmGc8//7wZfdPb0hqduhndX/fu3WXOnDny4osvypQpU1LcvnbtWtf3GpR2795tGng4j0Ebh2itnYbOsmXLmtud7rjjDhPclixZkupz16xZU/bs2SOFCxe+4efMly9fqo8pV66cGQHTurbkNFBpN04nHSnbt2+fWEF/rzr6lnyUEwDg+whtAIAMefTRRyUkJMRMedRRMx1F0+YjH3/8sQkNulbYuHHjzHVnINLGGYsWLTJBSRt9aLOQjNBRMX28hhvd/7Jly1yBzOmNN94woUsbjej6cjrS5VywW49BO15qExWdCqkNPY4dO+Z6rE5hfPnll80adNpURX8ODYE6oqieeOIJsz8NftqIRI9Du1bqtM1Dhw6lGXB1KudPP/2UYnuTJk3kk08+MfvRpipdunQxv08r6D41kGpgBAD4D0IbACBDtKZNuxZqe3ytc9MuhxrEdMqiBintqKjTGLXFv9KA1K5dO+nQoYPUrVvXtN/XUbeM0Jo07SDp3H+FChXkvffeS3Ef7fwYHR1tpjHqotbffvutq8uljgzqaJlOsdSW+bqEgTPQOenPoCN42t1Sn0eP9/jx4+Y2rX3TzpW6DID+LHq7Tg/VUa3k9WSpTevU6aHJpzBq98d7773XtPNv1aqVOQ6rQpYuY/Dss89asi8AgH0EaTcSbx8EAACZpSNe2ixFp0TqGmp2ov/FalDVkUhdJ86ddLkFHcXT0cy0pmwCAHwTI20AALiJNguZPHmyWTvN3bROTqd2EtgAwP8w0gYA8Gl2HmkDAMAKhDYAAAAAsDGmRwIAAACAjRHaAAAAAMDGCG0AAAAAYGOENgAAAACwMUIbAAAAANgYoQ0AAAAAbIzQBgAAAAA2RmgDAAAAABsjtAEAAACA2Nf/A20LrR/pR3NNAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "a=shapely.LineString([\n",
    "    [0,0+0.01],\n",
    "    [0,eopm.h_n+eopm.h_wg1+eopm.h_wg2+eopm.h_p1+eopm.h_p2 - 0.01]]) #simulation line\n",
    "\n",
    "charge=ChargeSimulatorSolcore(\n",
    "    device=eopm.device,\n",
    "    simulation_line=a,\n",
    "    bias_start_stop_step=[0,8,30]\n",
    ")\n",
    "\n",
    "fig, ax = charge.plot_with_simulation_line()\n",
    "\n",
    "ax.set_xlim(-2,2)\n",
    "ax.set_ylim(-1,3)\n",
    "\n",
    "charge.plot_mesh()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "43395532",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Material \"n\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"wg1\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"wg2\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"p1\" does not have k-data defined. Returning \"zeros\"\n",
      "Material \"p2\" does not have k-data defined. Returning \"zeros\"\n",
      "Solving IV of the junctions...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\solcore\\sesame_drift_diffusion\\solve_pdd.py:193: UserWarning: All voltages are positive, but junction has been identified as n-p, so the  open-circuit voltage (Voc) of the junction will be negative.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Solving IV of the tunnel junctions...\n",
      "Solving IV of the total solar cell...\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x800 with 7 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "charge.solve_PDD(\n",
    "    verbose = True*0,\n",
    "    tol = 1e-6,\n",
    "    max_iter = 1000,\n",
    "    smooth_output=True,\n",
    ")\n",
    "\n",
    "charge.plot_results(\n",
    "    V_idx = [0,\n",
    "\t\t\t int(len(charge.V)/2),\n",
    "\t\t\t len(charge.V)-1\n",
    "\t\t\t ],\n",
    "    cmap = 'plasma'\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "a9ae3ef6",
   "metadata": {},
   "outputs": [],
   "source": [
    "charge.transfer_results_to_device(xmin=-2, xmax=2, dx = 0.01)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9d6fbb4",
   "metadata": {},
   "source": [
    "## Calculate the electro-optic response\n",
    "\n",
    "Now that we have the optical modes and the PDD data we can calculate the coupling constants"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e019303b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'y (um)')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "EO=ElectroOpticalSimulator(\n",
    "\tdevice=eopm.device,\n",
    "\tsimulation_window=shapely.box(-3,-1,3,5)\n",
    "\t)\n",
    "\n",
    "EO.make_mesh()\n",
    "\n",
    "fig, ax = EO.plot_mesh()\n",
    "EO.plot_polygons(ax=ax)\n",
    "\n",
    "ax.set_xlabel('x (um)')\n",
    "ax.set_ylabel('y (um)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b50ee6bd",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\numpy\\numpy_func.py:322: RuntimeWarning: invalid value encountered in sqrt\n",
      "  result_magnitude = func(*stripped_args, **stripped_kwargs)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1006: RuntimeWarning: divide by zero encountered in divide\n",
      "  magnitude = magnitude_op(new_self._magnitude, other._magnitude)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1006: RuntimeWarning: invalid value encountered in divide\n",
      "  magnitude = magnitude_op(new_self._magnitude, other._magnitude)\n",
      "C:\\Users\\20230622\\OneDrive - TU Eindhoven\\PhD\\Python packages\\photonmod\\src\\imodulator\\ElectroOpticalSimulator.py:367: UnitStrippedWarning: The unit of the quantity is stripped when downcasting to ndarray.\n",
      "  epsilon_optical_all[EO_model_name]['dperms'][:, :, vertices_idxs, voltage_idx, perm_idx] = perm\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\numpy\\numpy_func.py:322: RuntimeWarning: invalid value encountered in log\n",
      "  result_magnitude = func(*stripped_args, **stripped_kwargs)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1271: RuntimeWarning: invalid value encountered in power\n",
      "  magnitude = new_self._magnitude**exponent\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\pint\\facets\\plain\\quantity.py:1271: RuntimeWarning: invalid value encountered in sqrt\n",
      "  magnitude = new_self._magnitude**exponent\n"
     ]
    }
   ],
   "source": [
    "EO.get_epsilon_optical()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "da51b87d",
   "metadata": {},
   "source": [
    "The only effect in our system that can cause polarization conversion is the pockels effect, but only if we keep the $\\Delta \\epsilon$ non-diagonal. Therefore, we shall study it as a function of angle as well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d799a4ac",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating EO response [##################################################] 100%\r"
     ]
    }
   ],
   "source": [
    "#Calculate the EO response for all voltages\n",
    "angle_values = np.linspace(0, np.pi, 100)\n",
    "\n",
    "kappa_te_te = np.zeros((len(angle_values), len(eopm.device.charge['V']), 5), dtype=complex)\n",
    "kappa_te_tm = np.zeros((len(angle_values), len(eopm.device.charge['V']), 5), dtype=complex)\n",
    "kappa_tm_te = np.zeros((len(angle_values), len(eopm.device.charge['V']), 5), dtype=complex)\n",
    "kappa_tm_tm = np.zeros((len(angle_values), len(eopm.device.charge['V']), 5), dtype=complex)\n",
    "\n",
    "for j in range(len(angle_values)):\n",
    "    #Just a nice progress bar\n",
    "    M = len(angle_values)\n",
    "    if j == M - 1:\n",
    "        prog = 100\n",
    "    else:\n",
    "        prog = round((j + 1) * 100 / M)\n",
    "    bar = \"#\" * (prog // 2) + \"-\" * (50 - prog // 2)\n",
    "    print(f\"Calculating EO response [{bar}] {prog:3d}%\", end=\"\\r\", flush=True)\n",
    "\n",
    "    for i in range(len(eopm.device.charge['V'])):\n",
    "\n",
    "        for mode_a, mode_b, storage_list in zip(\n",
    "            ['TE', 'TE', 'TM', 'TM'],\n",
    "            ['TE', 'TM', 'TE', 'TM'],\n",
    "            [kappa_te_te, kappa_te_tm, kappa_tm_te, kappa_tm_tm]\n",
    "        ):\n",
    "            kappa = EO.calculate_EO_response(\n",
    "                voltage_idx=i,\n",
    "                rot_x=0,\n",
    "                rot_y=angle_values[j],\n",
    "                rot_z=0,\n",
    "                base_epsilon_voltage_idx=0,\n",
    "                optical_mode_a=mode_a,\n",
    "                optical_mode_b=mode_b,\n",
    "            )\n",
    "            storage_list[j,i] = kappa['InGaAsPElectroOpticalModel']['results']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "784c4c81",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<>:35: DeprecationWarning: invalid escape sequence '\\k'\n",
      "<>:36: DeprecationWarning: invalid escape sequence '\\k'\n",
      "<>:35: DeprecationWarning: invalid escape sequence '\\k'\n",
      "<>:36: DeprecationWarning: invalid escape sequence '\\k'\n",
      "C:\\Users\\20230622\\AppData\\Local\\Temp\\ipykernel_29600\\779305644.py:35: DeprecationWarning: invalid escape sequence '\\k'\n",
      "  ax.set_xlabel('Re($\\kappa_{TE,TM}$)')\n",
      "C:\\Users\\20230622\\AppData\\Local\\Temp\\ipykernel_29600\\779305644.py:36: DeprecationWarning: invalid escape sequence '\\k'\n",
      "  ax.set_ylabel('Im($\\kappa_{TE,TM}$)')\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x1000 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib.colors import Normalize\n",
    "\n",
    "import matplotlib.cm as cm\n",
    "fig = plt.figure(figsize=(8,10))\n",
    "gs = fig.add_gridspec(3,2)\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0,0])\n",
    "ax2 = fig.add_subplot(gs[0,1])\n",
    "ax3 = fig.add_subplot(gs[1,0])\n",
    "ax4 = fig.add_subplot(gs[1,1])\n",
    "ax5 = fig.add_subplot(gs[2,0])\n",
    "\n",
    "colors = cm.jet(np.linspace(0, 1, len(angle_values)))\n",
    "\n",
    "arrow_width = [2,1,0.01,7,0.5]\n",
    "for k, ax, title in zip(\n",
    "    [0,1,2,3,4],\n",
    "    [ax1, ax2, ax3, ax4, ax5],\n",
    "    kappa['InGaAsPElectroOpticalModel']['labels']\n",
    "):\n",
    "    for i, angle in enumerate(angle_values):\n",
    "        x = kappa_te_tm[i,:,k].real\n",
    "        y = kappa_te_tm[i,:,k].imag\n",
    "\n",
    "        ax.plot(x, y, label=f'Angle = {angle*180/np.pi:.1f}°', color = colors[i])\n",
    "\n",
    "        for j in range(len(x) - 1):\n",
    "            ax.arrow(\n",
    "                x[j], y[j],\n",
    "                x[j+1] - x[j],\n",
    "                y[j+1] - y[j],\n",
    "                shape='full', lw=0, length_includes_head=True, head_width=arrow_width[k], color=colors[i], alpha=0.5\n",
    "            )\n",
    "\n",
    "    ax.set_xlabel('Re($\\kappa_{TE,TM}$)')\n",
    "    ax.set_ylabel('Im($\\kappa_{TE,TM}$)')\n",
    "    ax.set_title(title)\n",
    "\n",
    "fig.tight_layout()\n",
    "\n",
    "\n",
    "# ax5.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n",
    "sm = cm.ScalarMappable(cmap=cm.jet, norm=Normalize(vmin=angle_values[0]*180/np.pi, vmax=angle_values[-1]*180/np.pi))\n",
    "sm.set_array([])\n",
    "\n",
    "for ax in [ax1, ax2, ax3, ax4, ax5]:\n",
    "    cbar = fig.colorbar(sm, ax=ax)\n",
    "    cbar.set_label('Angle (deg)')\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "6bb92362",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<>:35: DeprecationWarning: invalid escape sequence '\\k'\n",
      "<>:36: DeprecationWarning: invalid escape sequence '\\k'\n",
      "<>:35: DeprecationWarning: invalid escape sequence '\\k'\n",
      "<>:36: DeprecationWarning: invalid escape sequence '\\k'\n",
      "C:\\Users\\20230622\\AppData\\Local\\Temp\\ipykernel_29600\\3195157124.py:35: DeprecationWarning: invalid escape sequence '\\k'\n",
      "  ax.set_xlabel('Re($\\kappa_{TM,TE}$)')\n",
      "C:\\Users\\20230622\\AppData\\Local\\Temp\\ipykernel_29600\\3195157124.py:36: DeprecationWarning: invalid escape sequence '\\k'\n",
      "  ax.set_ylabel('Im($\\kappa_{TM,TE}$)')\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x1000 with 10 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib.colors import Normalize\n",
    "\n",
    "import matplotlib.cm as cm\n",
    "fig = plt.figure(figsize=(8,10))\n",
    "gs = fig.add_gridspec(3,2)\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0,0])\n",
    "ax2 = fig.add_subplot(gs[0,1])\n",
    "ax3 = fig.add_subplot(gs[1,0])\n",
    "ax4 = fig.add_subplot(gs[1,1])\n",
    "ax5 = fig.add_subplot(gs[2,0])\n",
    "\n",
    "colors = cm.jet(np.linspace(0, 1, len(angle_values)))\n",
    "\n",
    "arrow_width = [2,1,0.01,7,0.5]\n",
    "for k, ax, title in zip(\n",
    "    [0,1,2,3,4],\n",
    "    [ax1, ax2, ax3, ax4, ax5],\n",
    "    kappa['InGaAsPElectroOpticalModel']['labels']\n",
    "):\n",
    "    for i, angle in enumerate(angle_values):\n",
    "        x = kappa_tm_te[i,:,k].real\n",
    "        y = kappa_tm_te[i,:,k].imag\n",
    "\n",
    "        ax.plot(x, y, label=f'Angle = {angle*180/np.pi:.1f}°', color = colors[i])\n",
    "\n",
    "        for j in range(len(x) - 1):\n",
    "            ax.arrow(\n",
    "                x[j], y[j],\n",
    "                x[j+1] - x[j],\n",
    "                y[j+1] - y[j],\n",
    "                shape='full', lw=0, length_includes_head=True, head_width=arrow_width[k], color=colors[i], alpha=0.5\n",
    "            )\n",
    "\n",
    "    ax.set_xlabel('Re($\\kappa_{TM,TE}$)')\n",
    "    ax.set_ylabel('Im($\\kappa_{TM,TE}$)')\n",
    "    ax.set_title(title)\n",
    "\n",
    "fig.tight_layout()\n",
    "\n",
    "\n",
    "# ax5.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n",
    "sm = cm.ScalarMappable(cmap=cm.jet, norm=Normalize(vmin=angle_values[0]*180/np.pi, vmax=angle_values[-1]*180/np.pi))\n",
    "sm.set_array([])\n",
    "\n",
    "for ax in [ax1, ax2, ax3, ax4, ax5]:\n",
    "    cbar = fig.colorbar(sm, ax=ax)\n",
    "    cbar.set_label('Angle (deg)')\n",
    "\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1841bf9b",
   "metadata": {},
   "source": [
    "In the plot above, the color code is meant to represent the angle with respect to the y axis, and the direction of the arrows represents the increase in reverse bias voltage. We can clearly see that the most impactfull effect in the polarization conversion is by far the pockels effect. However, we see that the other effects also provide an effect. Because we are unsure if the theory holds for all effects, we will restrict ourselves to the pockels effect:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e02fd962",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\20230622\\AppData\\Local\\Temp\\ipykernel_29600\\3798512384.py:70: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
      "  ax.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from scipy.integrate import solve_ivp\n",
    "\n",
    "def f1(z,y, kaa=1, kbb=1, kba=0, kab=0, beta_TE=1, beta_TM=1):\n",
    "    \"\"\"\n",
    "    This is the coupled mode equations for the TE and TM modes in the presence of coupling.\n",
    "    \"\"\"\n",
    "    A=y[0]\n",
    "    B=y[1]\n",
    "\n",
    "    dAdz=1j*kaa*A+1j*kab*B*np.exp(1j*(beta_TM-beta_TE)*z)\n",
    "    dBdz=1j*kbb*B+1j*kba*A*np.exp(-1j*(beta_TM-beta_TE)*z)\n",
    "\n",
    "    return np.array([dAdz, dBdz])\n",
    "\n",
    "z_space = np.linspace(0, 20e-3, 100)\n",
    "A_values = np.zeros((len(angle_values), len(z_space)), dtype=complex)\n",
    "B_values = np.zeros((len(angle_values), len(z_space)), dtype=complex)\n",
    "\n",
    "for j in range(len(angle_values)):\n",
    "    # print(f'Simulating propagation for angle {angle_values[j]*180/np.pi:.2f} degrees')\n",
    "    idx = 3 #This will select only Pockels effect\n",
    "    voltage_idx = -1\n",
    "\n",
    "    k_aa = kappa_te_te[j,voltage_idx,idx]\n",
    "    k_ab = kappa_te_tm[j,voltage_idx,idx]\n",
    "    k_ba = kappa_tm_te[j,voltage_idx,idx]\n",
    "    k_bb = kappa_tm_tm[j,voltage_idx,idx]\n",
    "\n",
    "    beta_TE = mode.modes[2].k\n",
    "    beta_TM = mode.modes[3].k\n",
    "\n",
    "\n",
    "    result = solve_ivp(\n",
    "        fun=lambda z, y: f1(z, y, kaa=k_aa, kbb=k_bb, kba=k_ba, kab=k_ab, beta_TE=beta_TE, beta_TM=beta_TM),\n",
    "        t_span=(0, z_space[-1]),\n",
    "        y0=np.array([1+0j, 0+0j]),\n",
    "        t_eval=z_space,\n",
    "        rtol = 1e-12,\n",
    "        atol = 1e-12\n",
    "    )\n",
    "\n",
    "    A_values[j,:] = result.y[0]\n",
    "    B_values[j,:] = result.y[1]\n",
    "\n",
    "# plt.plot(z_space*1e3, np.abs(a)**2, label='TM')\n",
    "fig = plt.figure(figsize=(8,5))\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "\n",
    "# colors = cm.jet(np.linspace(0, 1, len(angle_values)))\n",
    "# for j in range(len(angle_values)):\n",
    "#     ax.plot(\n",
    "#         z_space*1e3,\n",
    "#         np.abs(A_values[j,:])**2,\n",
    "#         label=f'Angle = {angle_values[j]*180/np.pi:.1f}°',\n",
    "#         color = colors[j]\n",
    "#     )\n",
    "\n",
    "im = ax.imshow(\n",
    "    np.abs(A_values)**2,\n",
    "    extent=[z_space[0]*1e3, z_space[-1]*1e3, angle_values[0]*180/np.pi, angle_values[-1]*180/np.pi],\n",
    "    aspect='auto',\n",
    "    origin='lower',\n",
    "    cmap='jet'\n",
    ")\n",
    "\n",
    "cbar = fig.colorbar(im, ax=ax)\n",
    "cbar.set_label('Normalized power in TE mode')\n",
    "ax.set_xlabel('Propagation distance (mm)')\n",
    "ax.set_ylabel('Angle (degrees)')\n",
    "ax.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n",
    "\n",
    "ax.set_title('Voltage = {:.2f} V'.format(eopm.device.charge['V'][voltage_idx]))\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9bff1d7d",
   "metadata": {},
   "source": [
    "We said we would restrict to pockels, but we can include all the effects and see what happens."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "27251fdb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Simulating propagation for angle 0.00 degrees\n",
      "Simulating propagation for angle 1.82 degrees\n",
      "Simulating propagation for angle 3.64 degrees\n",
      "Simulating propagation for angle 5.45 degrees\n",
      "Simulating propagation for angle 7.27 degrees\n",
      "Simulating propagation for angle 9.09 degrees\n",
      "Simulating propagation for angle 10.91 degrees\n",
      "Simulating propagation for angle 12.73 degrees\n",
      "Simulating propagation for angle 14.55 degrees\n",
      "Simulating propagation for angle 16.36 degrees\n",
      "Simulating propagation for angle 18.18 degrees\n",
      "Simulating propagation for angle 20.00 degrees\n",
      "Simulating propagation for angle 21.82 degrees\n",
      "Simulating propagation for angle 23.64 degrees\n",
      "Simulating propagation for angle 25.45 degrees\n",
      "Simulating propagation for angle 27.27 degrees\n",
      "Simulating propagation for angle 29.09 degrees\n",
      "Simulating propagation for angle 30.91 degrees\n",
      "Simulating propagation for angle 32.73 degrees\n",
      "Simulating propagation for angle 34.55 degrees\n",
      "Simulating propagation for angle 36.36 degrees\n",
      "Simulating propagation for angle 38.18 degrees\n",
      "Simulating propagation for angle 40.00 degrees\n",
      "Simulating propagation for angle 41.82 degrees\n",
      "Simulating propagation for angle 43.64 degrees\n",
      "Simulating propagation for angle 45.45 degrees\n",
      "Simulating propagation for angle 47.27 degrees\n",
      "Simulating propagation for angle 49.09 degrees\n",
      "Simulating propagation for angle 50.91 degrees\n",
      "Simulating propagation for angle 52.73 degrees\n",
      "Simulating propagation for angle 54.55 degrees\n",
      "Simulating propagation for angle 56.36 degrees\n",
      "Simulating propagation for angle 58.18 degrees\n",
      "Simulating propagation for angle 60.00 degrees\n",
      "Simulating propagation for angle 61.82 degrees\n",
      "Simulating propagation for angle 63.64 degrees\n",
      "Simulating propagation for angle 65.45 degrees\n",
      "Simulating propagation for angle 67.27 degrees\n",
      "Simulating propagation for angle 69.09 degrees\n",
      "Simulating propagation for angle 70.91 degrees\n",
      "Simulating propagation for angle 72.73 degrees\n",
      "Simulating propagation for angle 74.55 degrees\n",
      "Simulating propagation for angle 76.36 degrees\n",
      "Simulating propagation for angle 78.18 degrees\n",
      "Simulating propagation for angle 80.00 degrees\n",
      "Simulating propagation for angle 81.82 degrees\n",
      "Simulating propagation for angle 83.64 degrees\n",
      "Simulating propagation for angle 85.45 degrees\n",
      "Simulating propagation for angle 87.27 degrees\n",
      "Simulating propagation for angle 89.09 degrees\n",
      "Simulating propagation for angle 90.91 degrees\n",
      "Simulating propagation for angle 92.73 degrees\n",
      "Simulating propagation for angle 94.55 degrees\n",
      "Simulating propagation for angle 96.36 degrees\n",
      "Simulating propagation for angle 98.18 degrees\n",
      "Simulating propagation for angle 100.00 degrees\n",
      "Simulating propagation for angle 101.82 degrees\n",
      "Simulating propagation for angle 103.64 degrees\n",
      "Simulating propagation for angle 105.45 degrees\n",
      "Simulating propagation for angle 107.27 degrees\n",
      "Simulating propagation for angle 109.09 degrees\n",
      "Simulating propagation for angle 110.91 degrees\n",
      "Simulating propagation for angle 112.73 degrees\n",
      "Simulating propagation for angle 114.55 degrees\n",
      "Simulating propagation for angle 116.36 degrees\n",
      "Simulating propagation for angle 118.18 degrees\n",
      "Simulating propagation for angle 120.00 degrees\n",
      "Simulating propagation for angle 121.82 degrees\n",
      "Simulating propagation for angle 123.64 degrees\n",
      "Simulating propagation for angle 125.45 degrees\n",
      "Simulating propagation for angle 127.27 degrees\n",
      "Simulating propagation for angle 129.09 degrees\n",
      "Simulating propagation for angle 130.91 degrees\n",
      "Simulating propagation for angle 132.73 degrees\n",
      "Simulating propagation for angle 134.55 degrees\n",
      "Simulating propagation for angle 136.36 degrees\n",
      "Simulating propagation for angle 138.18 degrees\n",
      "Simulating propagation for angle 140.00 degrees\n",
      "Simulating propagation for angle 141.82 degrees\n",
      "Simulating propagation for angle 143.64 degrees\n",
      "Simulating propagation for angle 145.45 degrees\n",
      "Simulating propagation for angle 147.27 degrees\n",
      "Simulating propagation for angle 149.09 degrees\n",
      "Simulating propagation for angle 150.91 degrees\n",
      "Simulating propagation for angle 152.73 degrees\n",
      "Simulating propagation for angle 154.55 degrees\n",
      "Simulating propagation for angle 156.36 degrees\n",
      "Simulating propagation for angle 158.18 degrees\n",
      "Simulating propagation for angle 160.00 degrees\n",
      "Simulating propagation for angle 161.82 degrees\n",
      "Simulating propagation for angle 163.64 degrees\n",
      "Simulating propagation for angle 165.45 degrees\n",
      "Simulating propagation for angle 167.27 degrees\n",
      "Simulating propagation for angle 169.09 degrees\n",
      "Simulating propagation for angle 170.91 degrees\n",
      "Simulating propagation for angle 172.73 degrees\n",
      "Simulating propagation for angle 174.55 degrees\n",
      "Simulating propagation for angle 176.36 degrees\n",
      "Simulating propagation for angle 178.18 degrees\n",
      "Simulating propagation for angle 180.00 degrees\n"
     ]
    }
   ],
   "source": [
    "from scipy.integrate import solve_ivp\n",
    "\n",
    "def f1(z,y, kaa=1, kbb=1, kba=0, kab=0, beta_TE=1, beta_TM=1):\n",
    "    \"\"\"\n",
    "    This is the coupled mode equations for the TE and TM modes in the presence of coupling.\n",
    "    \"\"\"\n",
    "    A=y[0]\n",
    "    B=y[1]\n",
    "\n",
    "    dAdz=1j*kaa*A+1j*kab*B*np.exp(1j*(beta_TM-beta_TE)*z)\n",
    "    dBdz=1j*kbb*B+1j*kba*A*np.exp(-1j*(beta_TM-beta_TE)*z)\n",
    "\n",
    "    return np.array([dAdz, dBdz])\n",
    "\n",
    "z_space = np.linspace(0, 20e-3, 100)\n",
    "A_values = np.zeros((len(angle_values), len(z_space)), dtype=complex)\n",
    "B_values = np.zeros((len(angle_values), len(z_space)), dtype=complex)\n",
    "\n",
    "for j in range(len(angle_values)):\n",
    "    print(f'Simulating propagation for angle {angle_values[j]*180/np.pi:.2f} degrees')\n",
    "    voltage_idx = -1\n",
    "\n",
    "    k_aa = np.sum(kappa_te_te[j,voltage_idx], axis = -1)\n",
    "    k_ab = np.sum(kappa_te_tm[j,voltage_idx], axis = -1)\n",
    "    k_ba = np.sum(kappa_tm_te[j,voltage_idx], axis = -1)\n",
    "    k_bb = np.sum(kappa_tm_tm[j,voltage_idx], axis = -1)\n",
    "\n",
    "    beta_TE = mode.modes[2].k\n",
    "    beta_TM = mode.modes[3].k\n",
    "\n",
    "\n",
    "    result = solve_ivp(\n",
    "        fun=lambda z, y: f1(z, y, kaa=k_aa, kbb=k_bb, kba=k_ba, kab=k_ab, beta_TE=beta_TE, beta_TM=beta_TM),\n",
    "        t_span=(0, z_space[-1]),\n",
    "        y0=np.array([1+0j, 0+0j]),\n",
    "        t_eval=z_space,\n",
    "        rtol = 1e-12,\n",
    "        atol = 1e-12\n",
    "    )\n",
    "\n",
    "    A_values[j,:] = result.y[0]\n",
    "    B_values[j,:] = result.y[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "1cf482a9",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\20230622\\AppData\\Local\\Temp\\ipykernel_29600\\649306782.py:18: UserWarning: No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
      "  ax.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x277da5ce980>]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 800x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plt.plot(z_space*1e3, np.abs(a)**2, label='TM')\n",
    "fig = plt.figure(figsize=(8,5))\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "\n",
    "\n",
    "im = ax.imshow(\n",
    "    np.abs(A_values)**2,\n",
    "    extent=[z_space[0]*1e3, z_space[-1]*1e3, angle_values[0]*180/np.pi, angle_values[-1]*180/np.pi],\n",
    "    aspect='auto',\n",
    "    origin='lower',\n",
    "    cmap='jet'\n",
    ")\n",
    "\n",
    "cbar = fig.colorbar(im, ax=ax)\n",
    "cbar.set_label('Normalized power in TE mode')\n",
    "ax.set_xlabel('Propagation distance (mm)')\n",
    "ax.set_ylabel('Angle (degrees)')\n",
    "ax.legend(bbox_to_anchor=(1.05, 1), loc='upper left')\n",
    "\n",
    "ax.set_title('Voltage = {:.2f} V'.format(eopm.device.charge['V'][voltage_idx]))\n",
    "\n",
    "fig.tight_layout()\n",
    "\n",
    "#Plot only the 0 angle case\n",
    "fig = plt.figure(figsize=(8,5))\n",
    "ax = fig.add_subplot(1,1,1)\n",
    "\n",
    "ax.plot(\n",
    "    z_space*1e3,\n",
    "    np.abs(A_values[0,:])**2,\n",
    "    label=f'Angle = {angle_values[0]*180/np.pi:.1f}°',\n",
    "    color = 'blue'\n",
    ")\n",
    "\n",
    "ax.plot(\n",
    "    z_space*1e3,\n",
    "    np.abs(B_values[0,:])**2,\n",
    "    label=f'Angle = {angle_values[0]*180/np.pi:.1f}°',\n",
    "    color = 'red'\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6b96314",
   "metadata": {},
   "source": [
    "Is this a physical result? We don't really know. Can you help?\n",
    "\n",
    "Nonetheless, we can say something about the increase in performance when we consider the other effects. The reason for this increase in performance stems from the Kerr effect and the Z components of the optical fields which will allow the $k_{TE,TM}$ to have a contribution of the form $E_{z,TE}^* E_{z,TM} \\Delta \\epsilon _{zz}$, and since $\\Delta \\epsilon_{zz}$ is modulated efficiently by kerr effect, we have a better modulation."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "imodulator_venv",
   "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": "3.10.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
