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   "cell_type": "markdown",
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   "source": [
    "# Mach-Zehnder Interferometer (MZI)\n",
    "\n",
    "**We use SiEPIC EBeam library in this tutorial.**\n",
    "\n",
    "   This notebook walks through the process of setting up and simulating a mach-zehnder interferometer device using the OPICS package. \n",
    "\n",
    "   A mach-zehnder interferometer is a basic waveguide interference device. It consists of two couplers (or Y branches) connected by two waveguides of different length (see below). The difference between the two waveguide lengths causes differential delay, which contributes to the frequency dependent interference pattern.\n",
    "\n",
    "<img style=\"width:70%;height:50%;\" src=\"files/MZI1.svg\">"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "OPICS version 0.1.6\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "import warnings\n",
    "import numpy as np\n",
    "from opics.globals import c\n",
    "from opics import Network\n",
    "import opics\n",
    "\n",
    "freq = np.linspace(c * 1e6 / 1.5, c * 1e6 / 1.6, 2000)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import component library\n",
    "Import `ebeam` library from `libs` module."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "ebeam = opics.libraries.ebeam"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define network \n",
    "Create an instance of `Network` class, which is used to add, connect, and simulate circuit components. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "circuit_name = \"mzi\"\n",
    "circuit = opics.Network()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Add circuit components\n",
    "\n",
    "Add grating couplers, 3dB power splitters (e.g. Y-splitter or Y-branch), and waveguides to circuit. You can define custom frequency data points for a component as well (see the example for output_GC)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#define component instances\n",
    "input_gc  = circuit.add_component(ebeam.GC(freq))\n",
    "y1 =   circuit.add_component(ebeam.Y(freq))\n",
    "wg1 =  circuit.add_component(ebeam.Waveguide(freq,50e-6))\n",
    "wg2 =  circuit.add_component(ebeam.Waveguide(freq,150e-6))\n",
    "y2 =  circuit.add_component(ebeam.Y(freq))\n",
    "output_gc = circuit.add_component(ebeam.GC(freq))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Define circuit connectivity\n",
    "\n",
    "In this section, we define the component connections. The connections are defined using `Network.connect`, e.g.\n",
    "\n",
    "`Network.connect(component1, component1_port, component2, component2_port)`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#define circuit connectivity\n",
    "circuit.connect(input_gc, 1, y1, 0)\n",
    "circuit.connect(y1, 1, wg1, 0)\n",
    "circuit.connect(y1, 2, wg2, 0)\n",
    "circuit.connect(y2, 0, output_gc, 1)\n",
    "circuit.connect(wg1, 1, y2, 1)\n",
    "circuit.connect(wg2, 1, y2, 2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Simuate the circuit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "simulation finished in 0.06s\n"
     ]
    }
   ],
   "source": [
    "warnings.filterwarnings('ignore') #ignore all/complex number warnings from numpy or scipy\n",
    "sim_start = time.time()\n",
    "\n",
    "#simulate network\n",
    "circuit.simulate_network()\n",
    "\n",
    "print(\"simulation finished in %ss\"%(str(round(time.time()-sim_start,2))))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Visualize the simulation result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "output_type": "display_data",
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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "circuit.sim_result.plot_sparameters(show_freq = False, scale=\"log\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "name": "python394jvsc74a57bd0685064360cf8fb3dd2ac6619375ad82f7f7939c99d45d4878c68397f21c4c2c4",
   "display_name": "Python 3.9.4 64-bit ('opics': conda)"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.4"
  },
  "metadata": {
   "interpreter": {
    "hash": "685064360cf8fb3dd2ac6619375ad82f7f7939c99d45d4878c68397f21c4c2c4"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}