{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9c99c52c",
   "metadata": {},
   "source": [
    "# RF simulation with charge transport data\n",
    "\n",
    "In this tutorial we will be exploring RF simulations while including the results obtained from the poisson-drift-diffusion solver.\n",
    "\n",
    "<div style=\"text-align: center;\">\n",
    "  <img src=\"support/main.png\" alt=\"Alt text\" style=\"max-width: 80%; height: auto;\">\n",
    "</div>\n",
    "\n",
    "To do so, we will use the `InP_EOPM` class created in the `Building a PhotonicdDevice` tutorial. We shall start by redefining our class:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6b7783e7",
   "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",
    "\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.RFSimulator import RFSimulatorFEMWELL\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': 0.5, '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",
    "        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": "code",
   "execution_count": 2,
   "id": "ae012b16",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "eopm = InP_EOPM()\n",
    "eopm._make_meshes()\n",
    "eopm._create_polygons()\n",
    "eopm._initialize_device()\n",
    "\n",
    "fig = plt.figure(figsize=(8,6))\n",
    "gs = fig.add_gridspec(1,2)\n",
    "\n",
    "ax1 = fig.add_subplot(gs[0,0])\n",
    "ax2 = fig.add_subplot(gs[0,1])\n",
    "\n",
    "for ax in [ax1, ax2]:\n",
    "    eopm.device.plot_polygons(\n",
    "        color_polygon=\"black\",\n",
    "        color_line=\"green\",\n",
    "        color_junctions=\"blue\",\n",
    "        fill_polygons=True,\n",
    "        fig=fig,\n",
    "        ax=ax,\n",
    "    )\n",
    "\n",
    "ax2.set_xlim(-5,5)\n",
    "ax2.set_ylim(-5,10)\n",
    "\n",
    "ax1.set_xlabel('x (um)')\n",
    "ax1.set_ylabel('y (um)')\n",
    "ax2.set_xlabel('x (um)')\n",
    "ax2.set_ylabel('y (um)')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f898253",
   "metadata": {},
   "source": [
    "## Solving the poisson-drift-diffusion equation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b53dc8b7",
   "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": {
      "text/plain": [
       "(-1.0, 3.0)"
      ]
     },
     "execution_count": 3,
     "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": [
    "a=shapely.LineString([\n",
    "\t[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",
    "\tdevice=eopm.device,\n",
    "\tsimulation_line=a,\n",
    "\tbias_start_stop_step=[0,6,21]\n",
    ")\n",
    "\n",
    "fig, ax = charge.plot_with_simulation_line()\n",
    "\n",
    "ax.set_xlim(-2,2)\n",
    "ax.set_ylim(-1,3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "7921e70d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "charge.plot_mesh()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6661cb50",
   "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",
    "\tverbose = True*0,\n",
    "\ttol = 1e-6,\n",
    "\tmax_iter = 1000,\n",
    "\tsmooth_output=False,\n",
    ")\n",
    "\n",
    "charge.plot_results(\n",
    "\tV_idx = [0, 5, 10, 20],\n",
    "\tcmap = 'plasma'\n",
    "\t)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a064ca5f",
   "metadata": {},
   "outputs": [],
   "source": [
    "charge.transfer_results_to_device(xmin=-2, xmax=2, dx = 0.05)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1e0d9e0",
   "metadata": {},
   "source": [
    "## Solving the RF mode\n",
    "\n",
    "Here we will move directly with a symmetry plane, as we will be characterizing a CPW line"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b5137b10",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of elements 638\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(-5.0, 5.0)"
      ]
     },
     "execution_count": 7,
     "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"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rf_sim = RFSimulatorFEMWELL(eopm.device, simulation_window=shapely.box(-300, -350, 0, 350))\n",
    "rf_sim.make_mesh(\n",
    "\tgmsh_algorithm=1\n",
    ")\n",
    "\n",
    "print('Number of elements', rf_sim.mesh.nelements)\n",
    "fig, ax = rf_sim.plot_mesh()\n",
    "\n",
    "fig2, ax2 = rf_sim.plot_mesh()\n",
    "\n",
    "ax2.set_xlim(-5,0)\n",
    "ax2.set_ylim(-5,5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0153ad19",
   "metadata": {},
   "source": [
    "We can now inspect the permitivity of our structure, but as opposed to what was done in the `RF Simulation` tutorial, we now have charge data with some voltage dependency. Therefore, we can use the keyword arguments `use_charge_transport_data` and `voltage_idx`. When using the charge transport data, we simply use them to calculate the conductivity assuming the Drude model:\n",
    "\n",
    "$$\n",
    "\\sigma (x,y,V) = e\\left(\\mu_n (x,y) N(x,y,V) + \\mu_p (x,y) P(x,y,V)\\right)\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "9bca4e45",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = rf_sim.plot_eps_rf(\n",
    "    frequency=10, #GHz\n",
    "    log_scale_re=False,\n",
    "    log_scale_im=True,\n",
    "    use_charge_transport_data=True,\n",
    "    voltage_idx=10\n",
    ")\n",
    "\n",
    "fig, ax1, ax2 = rf_sim.plot_eps_rf(\n",
    "    frequency=10, #GHz\n",
    "    log_scale_re=False,\n",
    "    log_scale_im=True,\n",
    "    use_charge_transport_data=True,\n",
    "    voltage_idx=10\n",
    ")\n",
    "\n",
    "for ax in [ax1, ax2]:\n",
    "    ax.set_xlim(-3,0)\n",
    "    ax.set_ylim(-5,5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e888a5c2",
   "metadata": {},
   "source": [
    "For the moment the mesh is quite coarse and we cannot see much. Let us calculate some modes and then move to some mesh refinement"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "936920cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Effective index - mode 0: 0.3749\n",
      "loss - mode 0: -2697.08 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 1: 2.1328\n",
      "loss - mode 1: 0.67 dB/cm\n",
      "#------------------------------------------#\n",
      "Effective index - mode 2: 4.1897\n",
      "loss - mode 2: 4.94 dB/cm\n",
      "#------------------------------------------#\n"
     ]
    },
    {
     "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"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rf_sim.compute_modes(\n",
    "            frequency = 12,\n",
    "            metallic_boundaries = ['left', 'bottom','top'],\n",
    "            n_guess = 2,\n",
    "            num_modes = 3,\n",
    "            order = 1,\n",
    "            return_modes = True,\n",
    "            use_charge_transport_data=True,\n",
    "            voltage_idx=10\n",
    ")\n",
    "\n",
    "for i in range(len(rf_sim.modes)):\n",
    "    print(f'Effective index - mode {i}: {rf_sim.modes[i].n_eff.real:.4f}')\n",
    "    print(f'loss - mode {i}: {rf_sim.modes[i].calculate_propagation_loss(1e4):.2f} dB/cm')\n",
    "    print('#------------------------------------------#')\n",
    "\n",
    "for mode_idx in range(len(rf_sim.modes)):\n",
    "\trf_sim.plot_mode(\n",
    "        rf_sim.modes[mode_idx],\n",
    "        Nx=50,\n",
    "        Ny=50,\n",
    "        xmin = -50,\n",
    "        xmax=0,\n",
    "        ymin=-30,\n",
    "        ymax=30\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6ba3ea2",
   "metadata": {},
   "source": [
    "With this we see we are interested in mode number 1. Let us hope there is no mode jump and we can stay with mode index 2 for the full refinement."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "5cc51201",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- Refinement iteration 0 ---\n",
      "Nelements: 940 | neff: 4.348577 | loss: 8.80 dB/cm | Z0: 76.85-4.60j Ohm\n",
      "--- Refinement iteration 1 ---\n",
      "Nelements: 1033 | neff: 4.226509 | loss: 8.48 dB/cm | Z0: 78.50-4.89j Ohm\n",
      "--- Refinement iteration 2 ---\n",
      "Nelements: 1103 | neff: 3.686867 | loss: 8.66 dB/cm | Z0: 91.91-4.51j Ohm\n",
      "--- Refinement iteration 3 ---\n",
      "Nelements: 1131 | neff: 3.603673 | loss: 8.48 dB/cm | Z0: 93.40-4.72j Ohm\n",
      "--- Refinement iteration 4 ---\n",
      "Nelements: 1247 | neff: 3.544029 | loss: 8.27 dB/cm | Z0: 92.92-4.84j Ohm\n",
      "--- Refinement iteration 5 ---\n",
      "Nelements: 1402 | neff: 3.449524 | loss: 7.96 dB/cm | Z0: 87.81-4.76j Ohm\n",
      "--- Refinement iteration 6 ---\n",
      "Nelements: 1467 | neff: 3.436453 | loss: 7.71 dB/cm | Z0: 76.53-3.99j Ohm\n",
      "--- Refinement iteration 7 ---\n",
      "Nelements: 1671 | neff: 3.437134 | loss: 7.73 dB/cm | Z0: 67.80-3.60j Ohm\n",
      "--- Refinement iteration 8 ---\n",
      "Nelements: 1709 | neff: 3.398102 | loss: 7.56 dB/cm | Z0: 63.12-3.27j Ohm\n",
      "--- Refinement iteration 9 ---\n",
      "Nelements: 2150 | neff: 3.388048 | loss: 7.54 dB/cm | Z0: 63.33-3.27j Ohm\n",
      "--- Refinement iteration 10 ---\n",
      "Nelements: 2479 | neff: 3.391891 | loss: 8.04 dB/cm | Z0: 63.30-2.23j Ohm\n",
      "--- Refinement iteration 11 ---\n",
      "Nelements: 2888 | neff: 3.375809 | loss: 7.84 dB/cm | Z0: 51.94-1.83j Ohm\n",
      "--- Refinement iteration 12 ---\n",
      "Nelements: 3320 | neff: 3.365038 | loss: 7.75 dB/cm | Z0: 48.42-1.75j Ohm\n",
      "--- Refinement iteration 13 ---\n",
      "Nelements: 4020 | neff: 3.369180 | loss: 7.27 dB/cm | Z0: 47.65-1.50j Ohm\n",
      "--- Refinement iteration 14 ---\n",
      "Nelements: 4444 | neff: 3.375109 | loss: 7.21 dB/cm | Z0: 45.76-1.50j Ohm\n",
      "--- Refinement iteration 15 ---\n",
      "Nelements: 4692 | neff: 3.406722 | loss: 6.62 dB/cm | Z0: 46.71-1.17j Ohm\n",
      "--- Refinement iteration 16 ---\n",
      "Nelements: 6042 | neff: 3.415883 | loss: 6.56 dB/cm | Z0: 46.67-1.15j Ohm\n",
      "--- Refinement iteration 17 ---\n",
      "Nelements: 6196 | neff: 3.417371 | loss: 6.50 dB/cm | Z0: 45.70-1.03j Ohm\n",
      "--- Refinement iteration 18 ---\n",
      "Nelements: 7489 | neff: 3.420925 | loss: 6.48 dB/cm | Z0: 45.74-1.02j Ohm\n",
      "--- Refinement iteration 19 ---\n",
      "Nelements: 8172 | neff: 3.428938 | loss: 6.52 dB/cm | Z0: 45.13-0.94j Ohm\n",
      "--- Refinement iteration 20 ---\n",
      "Nelements: 8194 | neff: 3.428366 | loss: 6.48 dB/cm | Z0: 44.95-0.92j Ohm\n",
      "--- Refinement iteration 21 ---\n",
      "Nelements: 9394 | neff: 3.428348 | loss: 6.48 dB/cm | Z0: 44.95-0.92j Ohm\n",
      "--- Refinement iteration 22 ---\n",
      "Nelements: 9422 | neff: 3.428203 | loss: 6.48 dB/cm | Z0: 44.88-0.91j Ohm\n",
      "--- Refinement iteration 23 ---\n",
      "Nelements: 11456 | neff: 3.428186 | loss: 6.48 dB/cm | Z0: 44.88-0.91j Ohm\n",
      "--- Refinement iteration 24 ---\n",
      "Nelements: 11870 | neff: 3.442275 | loss: 6.44 dB/cm | Z0: 44.91-0.85j Ohm\n",
      "--- Refinement iteration 25 ---\n",
      "Nelements: 15276 | neff: 3.448830 | loss: 6.47 dB/cm | Z0: 44.81-0.83j Ohm\n",
      "--- Refinement iteration 26 ---\n",
      "Nelements: 15378 | neff: 3.466352 | loss: 6.57 dB/cm | Z0: 44.12-0.57j Ohm\n",
      "--- Refinement iteration 27 ---\n",
      "Nelements: 16835 | neff: 3.467419 | loss: 6.57 dB/cm | Z0: 44.15-0.57j Ohm\n",
      "--- Refinement iteration 28 ---\n",
      "Nelements: 18231 | neff: 3.479947 | loss: 6.45 dB/cm | Z0: 44.25-0.47j Ohm\n",
      "--- Refinement iteration 29 ---\n",
      "Nelements: 18695 | neff: 3.481614 | loss: 6.46 dB/cm | Z0: 44.17-0.46j Ohm\n"
     ]
    }
   ],
   "source": [
    "errors = []\n",
    "neff = []\n",
    "loss = []\n",
    "nelements = []\n",
    "z0 = []\n",
    "\n",
    "rf_sim.make_mesh()\n",
    "for i in range(30):\n",
    "    print(f'--- Refinement iteration {i} ---')\n",
    "    \n",
    "    rf_sim.compute_modes(\n",
    "            frequency = 12,\n",
    "            metallic_boundaries = ['left', 'bottom','top'],\n",
    "            n_guess = 2,\n",
    "            num_modes = 3,\n",
    "            order = 1,\n",
    "            return_modes = True,\n",
    "            use_charge_transport_data=True,\n",
    "            voltage_idx=10\n",
    "    )\n",
    "\n",
    "\n",
    "    loss_tmp = []\n",
    "    for mode in rf_sim.modes:\n",
    "        loss_tmp.append(mode.calculate_propagation_loss(1e4))\n",
    "\n",
    "    idx_mode = 2\n",
    "    \n",
    "\n",
    "    ######### Calculate characteristic impedance #########\n",
    "    p0, i0_all, _ = rf_sim.get_currents(mode = rf_sim.modes[idx_mode])\n",
    "\n",
    "    I0 = 2*i0_all['sig_metal']\n",
    "    p0 = 2*p0 \n",
    "\n",
    "    Z0 = p0/np.abs(I0)**2\n",
    "    z0.append(Z0)\n",
    "    ######################################################\n",
    "\n",
    "    nelements.append(rf_sim.mesh.nelements)\n",
    "    neff.append(rf_sim.modes[idx_mode].n_eff.real)\n",
    "    loss.append(rf_sim.modes[idx_mode].calculate_propagation_loss(1e4))\n",
    "\n",
    "    rf_sim.refine_mesh(mode_for_refinement=rf_sim.modes[idx_mode])\n",
    "\n",
    "    print(f'Nelements: {rf_sim.mesh.nelements} | neff: {neff[-1]:.6f} | loss: {loss[-1]:.2f} dB/cm | Z0: {z0[-1]:.2f} Ohm')\n",
    "\n",
    "\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "857c722d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "gs = fig.add_gridspec(2, 2)\n",
    "\n",
    "n_iterations = np.arange(len(nelements))+1\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",
    "\n",
    "ax1.plot(n_iterations, neff, marker='o')\n",
    "ax2.plot(n_iterations, loss, marker='o')\n",
    "ax3.plot(n_iterations, nelements, marker='o')\n",
    "ax4.plot(n_iterations, np.abs(z0), marker='o')\n",
    "\n",
    "ax1.set_xlabel('Refinement iteration')\n",
    "ax2.set_xlabel('Refinement iteration')\n",
    "ax3.set_xlabel('Refinement iteration')\n",
    "ax4.set_xlabel('Refinement iteration')\n",
    "\n",
    "ax1.set_ylabel('Effective index (Re)')\n",
    "ax2.set_ylabel('Propagation loss (dB/m)')\n",
    "ax3.set_ylabel('Number of elements')\n",
    "ax4.set_ylabel('Characteristic Impedance (Ohm)')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "138010fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-10.0, 10.0)"
      ]
     },
     "execution_count": 25,
     "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": [
    "ax = rf_sim.mesh.draw(boundaries=True)\n",
    "\n",
    "ax.set_axis_on()\n",
    "ax.set_xlim(-10,10)\n",
    "ax.set_ylim(-10,10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "8b76a990",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\20230622\\OneDrive - TU Eindhoven\\PhD\\Python packages\\photonmod\\src\\imodulator\\RFSimulator.py:506: RuntimeWarning: divide by zero encountered in log10\n",
      "  data_to_plot_im = np.log10(-data_to_plot_im)\n",
      "c:\\Users\\20230622\\AppData\\Local\\anaconda3\\envs\\imodulator_venv\\lib\\site-packages\\skfem\\assembly\\basis\\cell_basis.py:152: RuntimeWarning: invalid value encountered in multiply\n",
      "  w += y[self.element_dofs[j]][:, None] * basis[0]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_ = rf_sim.plot_eps_rf(\n",
    "    frequency=10, #GHz\n",
    "    log_scale_re=False,\n",
    "    log_scale_im=True,\n",
    "    use_charge_transport_data=True,\n",
    "    voltage_idx=10\n",
    ")\n",
    "\n",
    "fig, ax1, ax2 = rf_sim.plot_eps_rf(\n",
    "    frequency=10, #GHz\n",
    "    log_scale_re=False,\n",
    "    log_scale_im=True,\n",
    "    use_charge_transport_data=True,\n",
    "    voltage_idx=10\n",
    ")\n",
    "\n",
    "for ax in [ax1, ax2]:\n",
    "    ax.set_xlim(-3,0)\n",
    "    ax.set_ylim(-5,5)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0641d279",
   "metadata": {},
   "source": [
    "As you can see we now see far more details than before, where even the depletion region is now well defined."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4b42c50",
   "metadata": {},
   "source": [
    "## Frequency sweep"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "c982f3cb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- Frequency: 1.0 GHz ---\n",
      "--- Frequency: 4.413793103448276 GHz ---\n",
      "--- Frequency: 7.827586206896552 GHz ---\n",
      "--- Frequency: 11.241379310344827 GHz ---\n",
      "--- Frequency: 14.655172413793103 GHz ---\n",
      "--- Frequency: 18.06896551724138 GHz ---\n",
      "--- Frequency: 21.482758620689655 GHz ---\n",
      "--- Frequency: 24.89655172413793 GHz ---\n",
      "--- Frequency: 28.310344827586206 GHz ---\n",
      "--- Frequency: 31.724137931034484 GHz ---\n",
      "--- Frequency: 35.13793103448276 GHz ---\n",
      "--- Frequency: 38.55172413793103 GHz ---\n",
      "--- Frequency: 41.96551724137931 GHz ---\n",
      "--- Frequency: 45.37931034482759 GHz ---\n",
      "--- Frequency: 48.79310344827586 GHz ---\n",
      "--- Frequency: 52.206896551724135 GHz ---\n",
      "--- Frequency: 55.62068965517241 GHz ---\n",
      "--- Frequency: 59.03448275862069 GHz ---\n",
      "--- Frequency: 62.44827586206897 GHz ---\n",
      "--- Frequency: 65.86206896551724 GHz ---\n",
      "--- Frequency: 69.27586206896552 GHz ---\n",
      "--- Frequency: 72.6896551724138 GHz ---\n",
      "--- Frequency: 76.10344827586206 GHz ---\n",
      "--- Frequency: 79.51724137931035 GHz ---\n",
      "--- Frequency: 82.93103448275862 GHz ---\n",
      "--- Frequency: 86.34482758620689 GHz ---\n",
      "--- Frequency: 89.75862068965517 GHz ---\n",
      "--- Frequency: 93.17241379310344 GHz ---\n",
      "--- Frequency: 96.58620689655172 GHz ---\n",
      "--- Frequency: 100.0 GHz ---\n"
     ]
    }
   ],
   "source": [
    "freq_values = np.linspace(1,100,30)\n",
    "\n",
    "n_modes = 2\n",
    "neff_values = np.zeros((n_modes, freq_values.shape[0]))\n",
    "loss_values = np.zeros((n_modes, freq_values.shape[0]))\n",
    "Z0_values = np.zeros((n_modes, freq_values.shape[0]), dtype=complex)\n",
    "s11_values = np.zeros((n_modes, freq_values.shape[0]), dtype=complex)\n",
    "s12_values = np.zeros((n_modes, freq_values.shape[0]), dtype=complex)\n",
    "\n",
    "for i, f in enumerate(freq_values):\n",
    "    print(f'--- Frequency: {f} GHz ---')\n",
    "    rf_sim.compute_modes(\n",
    "        frequency = f,\n",
    "        metallic_boundaries = ['left', 'bottom', 'top'],\n",
    "        voltage_idx = 10,\n",
    "        n_guess = 2,\n",
    "        num_modes = n_modes,\n",
    "        order = 1,\n",
    "        return_modes = False,\n",
    "        use_charge_transport_data=True\n",
    "    )\n",
    "\n",
    "    #Let us select the mode that has a positive value for loss\n",
    "    #The current geometry will only allow for one physical mode. We are purposely calculating two modes, but one of them will be some radiative mode with negative loss (gain).\n",
    "    for j in range(n_modes):\n",
    "        loss = rf_sim.modes[j].calculate_propagation_loss(1e4) #dB/cm\n",
    "        p0, i0_all, _ = rf_sim.get_currents(mode = rf_sim.modes[j])\n",
    "\n",
    "        p0 = 2*p0 \n",
    "        I0 = 2*i0_all['sig_metal']\n",
    "\n",
    "        Z0 = p0/np.abs(I0)**2\n",
    "\n",
    "        s11, s12 = rf_sim.get_S(\n",
    "            rf_sim.modes[j].k,\n",
    "            Z = Z0 ,\n",
    "            ZL=50,\n",
    "            ZS = 50,\n",
    "            L = 1e3 #um\n",
    "        )\n",
    "        \n",
    "\n",
    "        neff_values[j, i] = rf_sim.modes[j].n_eff.real\n",
    "        loss_values[j, i] = rf_sim.modes[j].calculate_propagation_loss(1e4) #dB/cm\n",
    "        Z0_values[j, i] = Z0\n",
    "        s11_values[j, i] = s11\n",
    "        s12_values[j, i] = s12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "a435ce4f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(8, 6))\n",
    "gs = fig.add_gridspec(3, 2)\n",
    "\n",
    "ax_neff = fig.add_subplot(gs[0, 0])\n",
    "ax_loss = fig.add_subplot(gs[0, 1])\n",
    "ax_Z0 = fig.add_subplot(gs[2, 0])\n",
    "ax_s11 = fig.add_subplot(gs[1, 0])\n",
    "ax_s12 = fig.add_subplot(gs[1, 1])\n",
    "\n",
    "a = -1\n",
    "for i in [1]:\n",
    "    ax_neff.plot(freq_values[:a], neff_values[i, :a], label=f'Mode {i}', marker='o')\n",
    "\n",
    "    ax_loss.plot(freq_values[:a], loss_values[i, :a], label=f'Mode {i}', marker='o')\n",
    "\n",
    "    # ax_Z0.plot(freq_values[:a], Z0_values[i, :a].real, label=f'Mode {i} (Re)', marker='o')\n",
    "    # ax_Z0.plot(freq_values[:a], Z0_values[i, :a].imag, label=f'Mode {i} (Im)', marker='o')\n",
    "    ax_Z0.plot(freq_values[:a], np.abs(Z0_values[i, :a]), label=f'Mode {i} (Abs)', marker='o')\n",
    "\n",
    "    ax_s11.plot(freq_values[:a], 10 * np.log10(np.abs(s11_values[i, :a])), label=f'Mode {i} (Re)', marker='o')\n",
    "\n",
    "    ax_s12.plot(freq_values[:a], 10 * np.log10(np.abs(s12_values[i, :a])), label=f'Mode {i} (Re)', marker='o')\n",
    "\n",
    "# ax_neff.set_ylim(2,5)\n",
    "ax_neff.set_xlabel('Frequency (GHz)')\n",
    "ax_neff.set_ylabel('Effective index')\n",
    "\n",
    "ax_loss.set_xlabel('Frequency (GHz)')\n",
    "ax_loss.set_ylabel('Loss (dB/cm)')\n",
    "\n",
    "ax_Z0.set_xlabel('Frequency (GHz)')\n",
    "ax_Z0.set_ylabel('Characteristic impedance (Ohm)')\n",
    "\n",
    "ax_s11.set_xlabel('Frequency (GHz)')\n",
    "ax_s11.set_ylabel('S11 (dB)')\n",
    "\n",
    "ax_s12.set_xlabel('Frequency (GHz)')\n",
    "ax_s12.set_ylabel('S12 (dB)')\n",
    "\n",
    "fig.tight_layout()\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c05ca2dc",
   "metadata": {},
   "source": [
    "## Voltage sweep\n",
    "\n",
    "Since we now have voltage data information, it becomes simple to study how the small signal characteristics are expected to vary with voltage. This will innevitably be a measure of how linear the electrical propagation will be."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "ea53856e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- Voltage: 0.0 V ---\n",
      "--- Voltage: 0.3 V ---\n",
      "--- Voltage: 0.6 V ---\n",
      "--- Voltage: 0.8999999999999999 V ---\n",
      "--- Voltage: 1.2 V ---\n",
      "--- Voltage: 1.5 V ---\n",
      "--- Voltage: 1.7999999999999998 V ---\n",
      "--- Voltage: 2.1 V ---\n",
      "--- Voltage: 2.4 V ---\n",
      "--- Voltage: 2.6999999999999997 V ---\n",
      "--- Voltage: 3.0 V ---\n",
      "--- Voltage: 3.3 V ---\n",
      "--- Voltage: 3.5999999999999996 V ---\n",
      "--- Voltage: 3.9 V ---\n",
      "--- Voltage: 4.2 V ---\n",
      "--- Voltage: 4.5 V ---\n",
      "--- Voltage: 4.8 V ---\n",
      "--- Voltage: 5.1 V ---\n",
      "--- Voltage: 5.3999999999999995 V ---\n",
      "--- Voltage: 5.7 V ---\n",
      "--- Voltage: 6.0 V ---\n"
     ]
    }
   ],
   "source": [
    "V_values = np.asarray(list(eopm.device.charge['V']))\n",
    "\n",
    "n_modes = 2\n",
    "neff_values = np.zeros((n_modes, V_values.shape[0]))\n",
    "loss_values = np.zeros((n_modes, V_values.shape[0]))\n",
    "Z0_values = np.zeros((n_modes, V_values.shape[0]), dtype=complex)\n",
    "s11_values = np.zeros((n_modes, V_values.shape[0]), dtype=complex)\n",
    "s12_values = np.zeros((n_modes, V_values.shape[0]), dtype=complex)\n",
    "\n",
    "\n",
    "for i, f in enumerate(V_values):\n",
    "    print(f'--- Voltage: {f} V ---')\n",
    "    rf_sim.compute_modes(\n",
    "        frequency = 20,\n",
    "        metallic_boundaries = ['left', 'bottom', 'top'],\n",
    "        voltage_idx = i,\n",
    "        n_guess = 3,\n",
    "        num_modes = n_modes,\n",
    "        order = 1,\n",
    "        return_modes = True,\n",
    "        use_charge_transport_data=True\n",
    "    )\n",
    "\n",
    "\n",
    "    #Let us select the mode that has a positive value for loss\n",
    "    #The current geometry will only allow for one physical mode. We are purposely calculating two modes, but one of them will be some radiative mode with negative loss (gain).\n",
    "    for j in range(n_modes):\n",
    "        loss = rf_sim.modes[j].calculate_propagation_loss(1e4) #dB/cm\n",
    "        p0, i0_all, _ = rf_sim.get_currents(mode = rf_sim.modes[j])\n",
    "\n",
    "        p0 = 2*p0 #This correction is needed as the power of the actual field we are interested in is twice of the one calculated by the simulator\n",
    "        I0 = 2*i0_all['sig_metal']\n",
    "        \n",
    "        Z0 = p0/np.abs(I0)**2\n",
    "\n",
    "        s11, s12 = rf_sim.get_S(\n",
    "            rf_sim.modes[j].k ,\n",
    "            Z = Z0 ,\n",
    "            ZL=50,\n",
    "            ZS = 50,\n",
    "            L = 1e3 #um\n",
    "        )\n",
    "        \n",
    "\n",
    "        neff_values[j, i] = rf_sim.modes[j].n_eff.real\n",
    "        loss_values[j, i] = rf_sim.modes[j].calculate_propagation_loss(1e4) #dB/cm\n",
    "        Z0_values[j, i] = Z0\n",
    "        s11_values[j, i] = s11\n",
    "        s12_values[j, i] = s12"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "d0148f27",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(8, 6))\n",
    "gs = fig.add_gridspec(3, 2)\n",
    "\n",
    "ax_neff = fig.add_subplot(gs[0, 0])\n",
    "ax_loss = fig.add_subplot(gs[0, 1])\n",
    "ax_Z0 = fig.add_subplot(gs[2, 0])\n",
    "ax_s11 = fig.add_subplot(gs[1, 0])\n",
    "ax_s12 = fig.add_subplot(gs[1, 1])\n",
    "\n",
    "for i in [1]:\n",
    "    ax_neff.plot(V_values, neff_values[i], label=f'Mode {i}', marker='o')\n",
    "\n",
    "    ax_loss.plot(V_values, loss_values[i], label=f'Mode {i}', marker='o')\n",
    "\n",
    "    ax_Z0.plot(V_values, np.abs(Z0_values[i]), label=f'Mode {i} (Abs)', marker='o')\n",
    "\n",
    "    ax_s11.plot(V_values, 10 * np.log10(np.abs(s11_values[i])), label=f'Mode {i} (Re)', marker='o')\n",
    "\n",
    "    ax_s12.plot(V_values, 10 * np.log10(np.abs(s12_values[i])), label=f'Mode {i} (Re)', marker='o')\n",
    "\n",
    "# ax_neff.set_ylim(2.5,4)\n",
    "ax_neff.set_xlabel('Bias voltage (V)')\n",
    "ax_neff.set_ylabel('Effective index')\n",
    "\n",
    "ax_loss.set_xlabel('Bias voltage (V)')\n",
    "ax_loss.set_ylabel('Loss (dB/cm)')\n",
    "\n",
    "ax_Z0.set_xlabel('Bias voltage (V)')\n",
    "ax_Z0.set_ylabel('Characteristic impedance (Ohm)')\n",
    "\n",
    "ax_s11.set_xlabel('Bias voltage (V)')\n",
    "ax_s11.set_ylabel('S11 (dB)')\n",
    "\n",
    "ax_s12.set_xlabel('Bias voltage (V)')\n",
    "ax_s12.set_ylabel('S12 (dB)')\n",
    "\n",
    "fig.suptitle('Driving frequency = 20 GHz')\n",
    "fig.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fc270e70",
   "metadata": {},
   "source": [
    "We can clearly see an improvement on the performance due to the increase of the depletion region size with increasing reverse bias voltage."
   ]
  }
 ],
 "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
}
