{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# 90 degree optical hybrid\n",
        "\n",
        "Note: The cost of running the entire notebook is higher than 1\n",
        "FlexCredit.\n",
        "\n",
        "90 degree optical hybrids (also known as quadrature optical hybrids) are\n",
        "essential components in coherent transmission systems. A 90 degree\n",
        "optical hybrid is a six-port device consisting of two inputs and four\n",
        "outputs. In the ideal case, the outputs are the mixed signals of the\n",
        "inputs with 0, $\\pi$/2, $\\pi$, and 3$\\pi$/2 relative phase shifts.\n",
        "\n",
        "This notebook demonstrates the simulation of a compact and low-loss 90\n",
        "degree optical hybrid based on a silicon-on-insulator platform. The\n",
        "device consists of a Y-branch, three 2x2 MMIs, and four 90 degree\n",
        "waveguide bends. Building those structures natively in `Tidy3D` is\n",
        "certainly doable but time consuming. Here, we build the device\n",
        "structures in a separate CAD editor and [import the stl\n",
        "file](https://www.flexcompute.com/tidy3d/examples/notebooks/STLImport/)\n",
        "into `Tidy3D` for simulation. To use this functionality, remember to\n",
        "install Tidy3D as `pip install \"tidy3d[trimesh]\"`, which will install\n",
        "optional dependencies needed for processing surface meshes.\n",
        "\n",
        "The device design is adapted from [Hang Guan et al., “Compact and low\n",
        "loss 90° optical hybrid on a silicon-on-insulator platform,” Opt.\n",
        "Express 25, 28957-28968\n",
        "(2017)](https://opg.optica.org/oe/fulltext.cfm?uri=oe-25-23-28957&id=376719).\n",
        "\n",
        "<img src=\"img/optical_hybrid_schematic.png\" width=\"700\" alt=\"Schematic of the optical hybrid\">\n",
        "\n",
        "For more integrated photonic examples such as the [8-Channel mode and\n",
        "polarization\n",
        "de-multiplexer](https://www.flexcompute.com/tidy3d/examples/notebooks/8ChannelDemultiplexer/),\n",
        "the [broadband bi-level taper polarization\n",
        "rotator-splitter](https://www.flexcompute.com/tidy3d/examples/notebooks/BilevelPSR/),\n",
        "and the [broadband directional\n",
        "coupler](https://www.flexcompute.com/tidy3d/examples/notebooks/BroadbandDirectionalCoupler/),\n",
        "please visit our [examples\n",
        "page](https://www.flexcompute.com/tidy3d/examples/)."
      ],
      "id": "a970b2ec-e9d9-45f3-8aca-b421fe2e1201"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web"
      ],
      "id": "c27c4009"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation of the 2x2 MMI\n",
        "\n",
        "To design the optical hybrid, we first design each component\n",
        "individually. For the Y-branch, we will use the same low-loss design\n",
        "demonstrated in the\n",
        "[reference](https://opg.optica.org/oe/fulltext.cfm?uri=oe-21-1-1310&id=248418)\n",
        "and our Y-branch\n",
        "[notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/YJunction/).\n",
        "The waveguide bends can be Euler bends or circular bands, which is also\n",
        "demonstrated in another\n",
        "[notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/EulerWaveguideBend/).\n",
        "\n",
        "For the 2x2 MMIs, an optimized design is demonstrated here. The design\n",
        "aims to have equal power splitting and a 90 degree phase difference in\n",
        "the through port and cross port. To simulate the MMI, we also built the\n",
        "structure as a stl file and only import it here.\n",
        "\n",
        "First, define some basic simulation parameters. We simulate at a\n",
        "relatively narrow wavelength band of 1530 nm to 1560 nm."
      ],
      "id": "0aa9c5e7-cb9a-444d-b546-db98a677322a"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "lda0 = 1.55  # central wavelength\n",
        "freq0 = td.C_0 / lda0  # central frequency\n",
        "ldas = np.linspace(1.53, 1.56, 101)  # wavelength range\n",
        "freqs = td.C_0 / ldas  # frequency range\n",
        "fwidth = 0.5 * (np.max(freqs) - np.min(freqs))"
      ],
      "id": "c5028d4e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define material properties. For simplicity, we only use non-dispersive\n",
        "materials in this simulation."
      ],
      "id": "aee8be5f-7e28-4eab-94aa-100540eaf434"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "n_si = 3.47  # silicon refractive index\n",
        "si = td.Medium(permittivity=n_si**2)\n",
        "\n",
        "n_sio2 = 1.45  # silicon oxide refractive index\n",
        "sio2 = td.Medium(permittivity=n_sio2**2)"
      ],
      "id": "b032575a"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The structures will be imported from stl files, but it is good to define\n",
        "some geometric parameters to help set up the source, monitors, and\n",
        "simulation domains."
      ],
      "id": "e5b0327f-3ab4-4851-913d-a5d75252277f"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "thickness = 0.22  # si layer thickness\n",
        "width = 0.5  # waveguide width"
      ],
      "id": "f0ff4133"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Import the MMI geometry from the stl file and define the MMI structure.\n",
        "All stl files used in this notebook can be downloaded from our\n",
        "documentation\n",
        "[repo](https://github.com/flexcompute/tidy3d-notebooks/tree/develop/misc)."
      ],
      "id": "0654ee20-d7c8-4a32-83ec-020de9e9659a"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [],
      "source": [
        "# import mmi geometry from a stl file\n",
        "mmi_geometry = td.TriangleMesh.from_stl(\n",
        "    filename=\"misc/mmi_stl.stl\",\n",
        ")\n",
        "\n",
        "# define mmi structure\n",
        "mmi = td.Structure(geometry=mmi_geometry, medium=si)"
      ],
      "id": "099fd14d"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define a\n",
        "[ModeSource](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeSource.html)\n",
        "launching the TE0 mode at the top left waveguide. Two\n",
        "[ModeMonitors](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeMonitor.html)\n",
        "are added to the waveguides on the right to measure the power and phase\n",
        "of the outputs. To visualize the field distribution within the MMI\n",
        "region, we also add a\n",
        "[FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html)\n",
        "in the xy plane. Finally, define a\n",
        "[Simulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html)."
      ],
      "id": "5bf2cfb1-ecf5-41b0-ad70-ef9527560223"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [],
      "source": [
        "mode_spec = td.ModeSpec(\n",
        "    num_modes=1, target_neff=n_si\n",
        ")  # define a ModeSpec used in mode source and monitors\n",
        "\n",
        "# define a mode source\n",
        "mode_source = td.ModeSource(\n",
        "    center=(-5, 0.45, 0),\n",
        "    size=(0, 2 * width, 6 * thickness),\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
        "    direction=\"+\",\n",
        "    mode_spec=td.ModeSpec(num_modes=1, target_neff=n_si),\n",
        "    mode_index=0,\n",
        ")\n",
        "\n",
        "# define a mode monitor at the through port\n",
        "mode_monitor_through = td.ModeMonitor(\n",
        "    center=(6, 0.45, 0),\n",
        "    size=(0, 2 * width, 6 * thickness),\n",
        "    freqs=freqs,\n",
        "    name=\"through\",\n",
        "    mode_spec=mode_spec,\n",
        ")\n",
        "\n",
        "# define a mode monitor at the cross port\n",
        "mode_monitor_cross = td.ModeMonitor(\n",
        "    center=(6, -0.45, 0),\n",
        "    size=(0, 2 * width, 6 * thickness),\n",
        "    freqs=freqs,\n",
        "    name=\"cross\",\n",
        "    mode_spec=mode_spec,\n",
        ")\n",
        "\n",
        "# define a field monitor at the xp plane\n",
        "field_monitor = td.FieldMonitor(\n",
        "    center=(0, 0, 0), size=(td.inf, td.inf, 0), freqs=[freq0], name=\"field\"\n",
        ")\n",
        "\n",
        "run_time = 1e-12  # simulation run time\n",
        "\n",
        "sim = td.Simulation(\n",
        "    size=(13, 5, 10 * thickness),\n",
        "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=30, wavelength=lda0),\n",
        "    structures=[mmi],\n",
        "    sources=[mode_source],\n",
        "    monitors=[field_monitor, mode_monitor_through, mode_monitor_cross],\n",
        "    run_time=run_time,\n",
        "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
        "    medium=sio2,\n",
        "    symmetry=(0, 0, 1),\n",
        ")"
      ],
      "id": "7ef02366"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Visualize the simulation."
      ],
      "id": "64983ac6-f85f-406b-ac3d-0a6491793e5f"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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          }
        }
      ],
      "source": [
        "ax = sim.plot(z=0)"
      ],
      "id": "eddcba9c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Submit the simulation job to the server."
      ],
      "id": "a252909d-4ba4-4ead-9e14-59aef3ba72bb"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:06:44 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'mmi'</span> with resource_id                                \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-501e01c4-5adc-436b-be79-55312e7ce1b8'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View task using web UI at                                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-501e01c4-5adc-436b-be79-55312e7ce1b8\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-501e01c4-5ad</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-501e01c4-5adc-436b-be79-55312e7ce1b8\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">c-436b-be79-55312e7ce1b8'</span></a>.                                         \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/9b36e144-ddb6-41f8-8dd8-30b62b26a870\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"867f463992324fe5886ecba1b2293d2c\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:06:46 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.145</span>. This assumes the FDTD solver runs\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>for the full simulation time; if early shutoff is reached, the     \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the  \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed FlexCredit cost after a simulation run.                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:06:47 UTC </span>status = success                                                   \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"821f94a2a9684a5898b32a71cafef350\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:06:49 UTC </span>Loading results from data/simulation_data.hdf5                     \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "job = web.Job(simulation=sim, task_name=\"mmi\", verbose=True)\n",
        "sim_data = job.run(path=\"data/simulation_data.hdf5\")"
      ],
      "id": "0e1452fd"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The simulation is complete and the monitor data have been downloaded.\n",
        "First, we plot the field intensity distribution to visualize the power\n",
        "flow. We can observe that the two outputs have a similar intensity."
      ],
      "id": "c69edee3-c58a-4eab-bf07-22e3464697fd"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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CopUgkAQQUVnR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QT3aVyX4nBlaqbwbRyePCSrAjbjdsnVJTDoQhvTtToIlkLt1VfN6N/vfpdtv0t10LU6aMcJukWH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Bzo7hz1eNJvtl31hR19+PXYttM7Oy3jUkt+ivB7CiAQKN1Dm/E8t9IVYabdiSvlYbmdyGy3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\n9fX1+e1vf5sPf/jD+eMf/9g47sknn2x2eXc5PPjgg0mST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          }
        }
      ],
      "source": [
        "sim_data.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs^2\", vmax=2000)\n",
        "plt.show()"
      ],
      "id": "2c9ad44d"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To quantitatively investigate the power in the two output waveguides, we\n",
        "compute the power from the mode amplitudes. Compared to the simulation\n",
        "results reported in the reference, the small discrepancy here is likely\n",
        "due to the different material properties used.\n",
        "\n",
        "Ideally, both power levels are 3 dB. Here, we see the through port has a\n",
        "slightly lower power level than the cross port. However, the small\n",
        "difference is acceptable."
      ],
      "id": "85d6899e-1598-48c8-acdc-f42c7a6838df"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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          }
        }
      ],
      "source": [
        "# compute power at the through port\n",
        "P_through = np.abs(sim_data[\"through\"].amps.sel(direction=\"+\").values) ** 2\n",
        "# compute power at the cross port\n",
        "P_cross = np.abs(sim_data[\"cross\"].amps.sel(direction=\"+\").values) ** 2\n",
        "\n",
        "# plot loss\n",
        "plt.plot(ldas, -10 * np.log10(P_through), label=\"through port\")\n",
        "plt.plot(ldas, -10 * np.log10(P_cross), label=\"cross port\")\n",
        "plt.xlabel(r\"Wavelength ($\\mu m$)\")\n",
        "plt.ylabel(\"Insertion loss (dB)\")\n",
        "plt.ylim(2.5, 4)\n",
        "plt.legend()\n",
        "plt.show()"
      ],
      "id": "dc88713f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Lastly, we check the phase difference in the two outputs. Within the\n",
        "wavelength range, the phase difference is only about 1 degree from the\n",
        "ideal 90 degree."
      ],
      "id": "b051cd4f-94c1-4b13-ba51-d569573579d7"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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z5+dzn/tcnv/852fx4sWZMWNG3ve+91WiPAAAAAAKqCqVSqVK3Ki9vT1HHXVU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\nAAAUIkgCAAAAoBBBEgAAAACFCJIAAAAAKESQBAAAAEAhgiQ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+Lhvw9re/fZ1/dp122mll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\niIiIiIiIiIiMwkQSEREREREREREZ5f8ALQFx+oXhXoMAAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "# compute phase at the through port\n",
        "phase_through = np.angle(sim_data[\"through\"].amps.sel(direction=\"+\").values)\n",
        "# compute phase at the cross port\n",
        "phase_cross = np.angle(sim_data[\"cross\"].amps.sel(direction=\"+\").values)\n",
        "# compute phase difference\n",
        "delta_phase = np.mod(phase_through - phase_cross, 2 * np.pi) * 180 / np.pi\n",
        "\n",
        "# plot phase difference\n",
        "plt.plot(ldas, delta_phase)\n",
        "plt.xlabel(r\"Wavelength ($\\mu m$)\")\n",
        "plt.ylabel(\"Phase difference\")\n",
        "plt.ylim(85, 95)\n",
        "plt.show()"
      ],
      "id": "d086ddb0"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation of the Optical Hybrid – LO Input\n",
        "\n",
        "Now that we have tested individual components, we can put them together\n",
        "and simulate the whole device. Again, we directly import the geometry\n",
        "from a stl file."
      ],
      "id": "b31cc594-0846-468f-82fd-2138f3f4a465"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [],
      "source": [
        "# import optical hybrid geometry from a stl file\n",
        "optical_hybrid_geometry = td.TriangleMesh.from_stl(\n",
        "    filename=\"misc/optical_hybrid_stl.stl\",\n",
        ")\n",
        "\n",
        "# define optical hybrid structure\n",
        "optical_hybrid = td.Structure(geometry=optical_hybrid_geometry, medium=si)"
      ],
      "id": "8b7440e1"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "In the first case, define a\n",
        "[ModeSource](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeSource.html)\n",
        "at the LO input and four ModeMonitors at the outputs."
      ],
      "id": "fb5c522b-9838-4cb5-8322-00f34869200f"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [],
      "source": [
        "# define a mode source at the LO input waveguide on the top y branch\n",
        "mode_source_LO = td.ModeSource(\n",
        "    center=(0, 1, 0),\n",
        "    size=(2 * width, 0, 4 * thickness),\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
        "    direction=\"-\",\n",
        "    mode_spec=mode_spec,\n",
        "    mode_index=0,\n",
        ")\n",
        "\n",
        "# define mode monitors at the four output waveguides\n",
        "\n",
        "mode_monitor_Qn = td.ModeMonitor(\n",
        "    center=(-16, -6, 0),\n",
        "    size=(0, 2 * width, 4 * thickness),\n",
        "    freqs=freqs,\n",
        "    name=\"port_Qn\",\n",
        "    mode_spec=mode_spec,\n",
        ")\n",
        "\n",
        "mode_monitor_Qp = td.ModeMonitor(\n",
        "    center=(-16, -6.9, 0),\n",
        "    size=(0, 2 * width, 4 * thickness),\n",
        "    freqs=freqs,\n",
        "    name=\"port_Qp\",\n",
        "    mode_spec=mode_spec,\n",
        ")\n",
        "\n",
        "\n",
        "mode_monitor_In = td.ModeMonitor(\n",
        "    center=(16, -6, 0),\n",
        "    size=(0, 2 * width, 4 * thickness),\n",
        "    freqs=freqs,\n",
        "    name=\"port_In\",\n",
        "    mode_spec=mode_spec,\n",
        ")\n",
        "\n",
        "mode_monitor_Ip = td.ModeMonitor(\n",
        "    center=(16, -6.9, 0),\n",
        "    size=(0, 2 * width, 4 * thickness),\n",
        "    freqs=freqs,\n",
        "    name=\"port_Ip\",\n",
        "    mode_spec=mode_spec,\n",
        ")"
      ],
      "id": "a9bdaf1f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define the simulation."
      ],
      "id": "283ccfa2-0339-44b8-a1aa-448fa76a7db4"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [],
      "source": [
        "run_time = 2e-12  # simulation run time\n",
        "\n",
        "# define simulation\n",
        "sim = td.Simulation(\n",
        "    center=(0, -10, 0),\n",
        "    size=(33, 23, 10 * thickness),\n",
        "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=20, wavelength=lda0),\n",
        "    structures=[optical_hybrid],\n",
        "    sources=[mode_source_LO],\n",
        "    monitors=[\n",
        "        field_monitor,\n",
        "        mode_monitor_Qn,\n",
        "        mode_monitor_Qp,\n",
        "        mode_monitor_In,\n",
        "        mode_monitor_Ip,\n",
        "    ],\n",
        "    run_time=run_time,\n",
        "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
        "    medium=sio2,\n",
        "    symmetry=(0, 0, 1),\n",
        ")"
      ],
      "id": "d358ba6c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Visualize the simulation."
      ],
      "id": "2af1d63e-7814-4e06-8c5b-23431986f8ca"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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isqzZv/GfbVTjYjByEQAALEfMseTO8X2n53mR1ke4CAAA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\nWHezww47T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          }
        }
      ],
      "source": [
        "sim.plot(z=0)\n",
        "plt.show()"
      ],
      "id": "6b72721f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Submit the simulation job to the server."
      ],
      "id": "a9e5de94-a15f-4850-9c6a-a249b06c7ffd"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:06:51 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'optical_hybrid_lo_input'</span> with resource_id            \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-0cd7ffef-12fd-497b-9b92-27f4dc1cedd2'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View task using web UI at                                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-0cd7ffef-12fd-497b-9b92-27f4dc1cedd2\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-0cd7ffef-12f</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-0cd7ffef-12fd-497b-9b92-27f4dc1cedd2\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">d-497b-9b92-27f4dc1cedd2'</span></a>.                                         \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/9b36e144-ddb6-41f8-8dd8-30b62b26a870\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"40f70b4dfba04ef995b55dd1ae65231f\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:06:53 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.923</span>. This assumes the FDTD solver runs\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>for the full simulation time; if early shutoff is reached, the     \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the  \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed FlexCredit cost after a simulation run.                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:06:54 UTC </span>status = success                                                   \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"a2b8641edde34124bc1ac03a77ca1709\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:07:08 UTC </span>Loading results from data/simulation_data.hdf5                     \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "job = web.Job(simulation=sim, task_name=\"optical_hybrid_lo_input\", verbose=True)\n",
        "sim_data = job.run(path=\"data/simulation_data.hdf5\")"
      ],
      "id": "df5a912f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Visualize the field intensity distribution."
      ],
      "id": "180b9cba-17dd-413e-9db8-14c26ce4883c"
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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j7KxUMSkiIiJjytKlS3nggQcAOO2009h///1Hd0IiwquvvsqPf/xjAD7xiU8we/bsUZ7R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rjb0RCTt4APfvCDvPe9791z3cxNJNrfC5ubm4DPJXCj4jN74fHHH+d3f/d32d7e5tlnn+Wxxx7b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\ns+8ffvhh9Pb24n//939x2mmnZbdfeumlePnLX47f//3fx/DwMC6//PJs+Tf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          }
        }
      ],
      "source": [
        "sim_data.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs^2\", vmax=1500)\n",
        "plt.show()"
      ],
      "id": "2adc1991"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Besides the error in the relative phase, there are three additional\n",
        "figures of merit (FOM) the characterize the performance of the 90 degree\n",
        "optical hybrid: insertion loss, common mode rejection ratio (CMRR), and\n",
        "imbalance. We define a function to calculate those FOMs and plot the\n",
        "results.\n",
        "\n",
        "The insertion loss is calculated as $-10log_{10}(P_{tot})$, where\n",
        "$P_{tot}=P_{Ip}+P_{In}+P_{Qp}+P_{Qn}$ is the total power at four output\n",
        "ports.\n",
        "\n",
        "The CMRR is calculated as\n",
        "CMRR$_I=-20log_{10}(\\left|\\frac{P_{Ip}-P_{In}}{P_{Ip}+P_{In}}  \\right|)$\n",
        "and\n",
        "CMRR$_Q=-20log_{10}(\\left|\\frac{P_{Qp}-P_{Qn}}{P_{Qp}+P_{Qn}}  \\right|)$.\n",
        "\n",
        "The imbalance is defined as\n",
        "Imbalance$_I = -10log_{10}(\\frac{P_{Ip}}{P_{In}})$ and\n",
        "Imbalance$_Q = -10log_{10}(\\frac{P_{Qp}}{P_{Qn}})$."
      ],
      "id": "1022a93d-8b6e-41fc-abee-0941f23fa18a"
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {},
      "outputs": [],
      "source": [
        "def calculate_FOM(sim_data):\n",
        "    # compute power at the Ip port\n",
        "    P_Ip = np.abs(sim_data[\"port_Ip\"].amps.sel(direction=\"+\").values) ** 2\n",
        "    # compute power at the In port\n",
        "    P_In = np.abs(sim_data[\"port_In\"].amps.sel(direction=\"+\").values) ** 2\n",
        "    # compute power at the Qp port\n",
        "    P_Qp = np.abs(sim_data[\"port_Qp\"].amps.sel(direction=\"-\").values) ** 2\n",
        "    # compute power at the Qn port\n",
        "    P_Qn = np.abs(sim_data[\"port_Qn\"].amps.sel(direction=\"-\").values) ** 2\n",
        "\n",
        "    fig, ax = plt.subplots(3, 1, tight_layout=True, figsize=(6, 10))\n",
        "\n",
        "    # compute and plot insertion loss\n",
        "    loss = -10 * np.log10(P_Ip + P_In + P_Qp + P_Qn)\n",
        "    ax[0].plot(ldas, loss)\n",
        "    ax[0].set_xlabel(r\"Wavelength ($\\mu m$)\")\n",
        "    ax[0].set_ylabel(\"Insertion loss (dB)\")\n",
        "    ax[0].set_ylim(0, 1)\n",
        "\n",
        "    # compute and plot CMRR\n",
        "    CMRR_I = -20 * np.log10(np.abs((P_Ip - P_In) / (P_Ip + P_In)))\n",
        "    CMRR_Q = -20 * np.log10(np.abs((P_Qp - P_Qn) / (P_Qp + P_Qn)))\n",
        "    ax[1].plot(ldas, CMRR_I, label=\"CMRR$_I$\")\n",
        "    ax[1].plot(ldas, CMRR_Q, label=\"CMRR$_Q$\")\n",
        "    ax[1].set_xlabel(r\"Wavelength ($\\mu m$)\")\n",
        "    ax[1].set_ylabel(\"CMRR (dB)\")\n",
        "    ax[1].set_ylim(25, 45)\n",
        "    ax[1].legend()\n",
        "\n",
        "    # compute and plot imbalance\n",
        "    Imbalance_I = -10 * np.log10(P_Ip / P_In)\n",
        "    Imbalance_Q = -10 * np.log10(P_Qp / P_Qn)\n",
        "    ax[2].plot(ldas, Imbalance_I, label=\"Imbalance$_I$\")\n",
        "    ax[2].plot(ldas, Imbalance_Q, label=\"Imbalance$_Q$\")\n",
        "    ax[2].set_xlabel(r\"Wavelength ($\\mu m$)\")\n",
        "    ax[2].set_ylabel(\"Imbalance (dB)\")\n",
        "    ax[2].set_ylim(-0.5, 0.5)\n",
        "    ax[2].legend()"
      ],
      "id": "663e678b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Calculate those FOMs and plot the results. Due to symmetry, CMRR$_I$ and\n",
        "CMRR$_Q$ are identical. So is Imbalance$_I$ and Imbalance$_Q$.\n",
        "\n",
        "Overall, we see that the design has a good performance. The insertion\n",
        "loss is about 0.3 dB while the CMRRs are above 30 dB and the Imbalances\n",
        "are around 0.1 dB."
      ],
      "id": "34b626c0-4af9-4fcc-bc33-93cd05bf20d4"
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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N6enpuuyyyxQZ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DweEhMTad26NR06dGD48OGMHj2atLS0Cs9mZmbSrVu3ao+TjmnVqhXdunWjY8eOVd4//fTT+fHH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\nE9m8eTNer5fCwkKmTZtGamoqOTk5jBgxguzsbJxOJ/fddx9btmzhgQceU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          }
        }
      ],
      "source": [
        "calculate_FOM(sim_data)"
      ],
      "id": "a6059988"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation of the Optical Hybrid – Signal Input\n",
        "\n",
        "Finally, we simulate the case where the input signal is from the bottom\n",
        "signal port. To do so, we only need to define a ModeSource at the signal\n",
        "port and update the previous simulation since other settings of the\n",
        "simulation is identical."
      ],
      "id": "51437504-6af0-4d3e-a173-aaa4dee7c6c6"
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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nnoARAAAsxnjO1eH+lW/kIkmdTbWBlFOqcnuGU4GM0AQA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\nu5qamjRo0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          }
        }
      ],
      "source": [
        "# define a mode source at the signal input waveguide at the bottom MMI\n",
        "mode_source_signal = td.ModeSource(\n",
        "    center=(-0.5, -21, 0),\n",
        "    size=(2 * width, 0, 4 * thickness),\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
        "    direction=\"+\",\n",
        "    mode_spec=mode_spec,\n",
        "    mode_index=0,\n",
        ")\n",
        "\n",
        "# copy simulation and change the source\n",
        "sim = sim.copy(update={\"sources\": [mode_source_signal]})\n",
        "sim.plot(z=0)\n",
        "plt.show()"
      ],
      "id": "522d4e30"
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:07:12 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'optical_hybrid_signal_input'</span> with resource_id        \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-4193cccc-c7eb-4e45-b6f5-ab2d3fe8f6c6'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View task using web UI at                                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-4193cccc-c7eb-4e45-b6f5-ab2d3fe8f6c6\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-4193cccc-c7e</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-4193cccc-c7eb-4e45-b6f5-ab2d3fe8f6c6\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">b-4e45-b6f5-ab2d3fe8f6c6'</span></a>.                                         \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/9b36e144-ddb6-41f8-8dd8-30b62b26a870\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"110d35ebfd64423e91c0e49fbd762bf7\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:07:14 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.923</span>. This assumes the FDTD solver runs\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>for the full simulation time; if early shutoff is reached, the     \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the  \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed FlexCredit cost after a simulation run.                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>status = success                                                   \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"bc46c94b8855467ea4567f157ef0740c\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">01:07:24 UTC </span>Loading results from data/simulation_data.hdf5                     \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "job = web.Job(simulation=sim, task_name=\"optical_hybrid_signal_input\", verbose=True)\n",
        "sim_data = job.run(path=\"data/simulation_data.hdf5\")"
      ],
      "id": "96d71a13"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Visualize the field intensity distribution."
      ],
      "id": "2edcab69-2ede-477a-8d44-e51206c4afcf"
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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AANBNw4cP71GWoiRt2LChrFmKq1evlrU9S6sg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d26pe89Z+uGPk0qGooNTvrs6LPjLPmBEdDnkXWQa9KsVYZV2amb4HM9FMXum05Nej+YzQ+Fbyzx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NexnqL/LIUCe7Kh62f4RksMYX+sbp9fbSlzxCbCpEyQjO1rK/X8mSFEIIIYR4RpLApBBCCCGO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THbtm3jHe94BwDHHHMM3/rWtzj44IMBWLZsGR/5yEd4/etfD8BFF13Etddeu1tiyMSUmBQR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\nAAAARfd/YoGnSauRq14AAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "sim_data.plot_field(field_monitor_name=\"field\", field_name=\"E\", val=\"abs^2\", vmax=1500)\n",
        "plt.show()"
      ],
      "id": "8492ec61"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Calculate those FOMs and plot the results. Since the signal port is the\n",
        "left waveguide of the bottom MMI, CMRR$_I$ and CMRR$_Q$ are expected to\n",
        "be slightly different. The device performance according to the insertion\n",
        "loss, CMRR, and Imbalance is comparable to the case with input from the\n",
        "LO port. In addition, from the phase simulation, we know the phase error\n",
        "is going to be small too. This means the overall design of the 90 degree\n",
        "optical hybrid works very well."
      ],
      "id": "72795cdc-e07e-4bc7-9568-747863d7d777"
    },
    {
      "cell_type": "code",
      "execution_count": 23,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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Cm/Lycl1xxRVavXr1CdseO3ZMzz33nEJDQ/XII4/0QnUA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\nlKvqupoercHLw1OJEXFKjoxXvyhbMNMYyCRHxis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mTZtW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\nmJgYPf744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6w92MmIK3sdkSxxUk5yw9RhLbE/JzO++nZm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\nDWymTZsms9msHTt26IILLtDu3budtsvLy9MzzzyjRx99VJJ9z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kyRkZF16iMqKkojR47U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N\nY5upWazzvnmsc1+z2GaKi7ZWu+4fAABHu4AHNp988ony8vIUFxenzz//XOeee64k53o148eP15Il\nS7Rp0yb16NFDS5YsUXx8vHls27ZtNWTIELVt21aPPfaYZsyYQWADAAAaXGREZMUUomZS4pG3ZxhG\nxeXgPad7VS4AXaTCkmIVlBZ6rAnka59r22E4jrxjDSjQAVBkRKTnQs8ea/p4Tv1yXfHLtUZQ1f2u\nkUSREZEB6RsAAMEQ8MBm6dKlkqRrrrnGDGskqXXr1nr11Vc1YMAAFRQU6JZbbvEIa9z99a9/1ZNP\nPqldu3YpKyuLaVEAAKBRsVgsZljQpsWRv48xDEPFtlJzylfVkT3eU8M8R/sUlBR5hUfhHgDZHXbl\nFxcov7ggYG3GRVsV7zYNzD3McQ+FKq8S5nbZeFd9t2PiYmIJgQAADSbggU16erok6fTTT/cq69+/\nv1q1aqWsrCwNHDjQbxstWrTQMcccoy1btujgwYMENgAAoEmzWCyKj4lVfExsgwRA7lf/Kigt9J7u\n5WcKmFm/tDjsp4BJUrGtVMUBHAUkeYZAVYOdeB8hj0fwY42vGBEUr2axlftioqID1j8AQOMV8MCm\nqKhIktS+fXuf5R06dFBWVpYSEhKqbadFixYe7QEAACAwGiIAKjIv415YMR2s2O2+coHnorISM/A5\n7FoUurhQBaVFOlzsWiS6UGXltgA804bXECFQVESkGfA41/2pXAfI4961JpA13vn7rNjXLDbOYw0h\n131cTKwiIiIC1k8AQMMKeGDjcDiH10ZH+/5mwN9+fxrDtzUAAABNmcVicQYMsfFqmxiYkdFl5bYq\nl3yvXPDZta/I7bLw7peI997vfNxYlDvsyis6rLyiwwFvOy7aqjgfwU8zH6FQfEyc4qqEPs79VsWZ\n286gKC7aShgEAAHG9RcBAAAQdmKiohUTlaikZgFYBVrOLxXNK4GVegY8rilhRVUeu9crMoOfyuOL\nSosD0rdgco0Iyi7IDXjbrjAormL0Vrzbdpz52GqO9nEf+RNf8TjOVTfGbbuinWguHQ+gieGvHgAA\nAI56ERER5iggKTCjgNxDINe0r0K30T4eAU9JkYpKSzxCIFd5Ual7SFQsu8MekP4FmysMaihREZFm\niFN5s5rbsdHWyn3RsYqNsSouxmru9yiveGyWue1jtBCAcNFggc3777+vBQsWeO0/cOBAteVV6wEA\nAADhyDMECgzDMCqmg1WEQCXuawBVjuxxhT++1gkqrCgvKqtcN6i4tLhBw5RgKHfYzXWPGpo1KsYt\n5LF6BDrmvort2BirrFExio2JVVy0VdboGHO/s06MWdfqdox73ZioaFkslgZ/XgAalwYLbF566aUj\nKgcAAACaGovFImt0jKzRMUpWYKaDubhGBFVdBNo1Ksg79Cn2WEC62Gsx6YogqKyk0YdBVZWWl6m0\nvCxo57NYLIqNijEDHWt0jBkEWaOiFRMdU7Edo5joaOd2xb6YqOiK4yr3edxHW51tmHVjKqYcxpj7\nXeeIiogkOALCCFOiAAAAgCbAfURQmwC37XA4VGwr9RnuuLadYZH346LSYpXYSs0yZ7nbdplzxJDD\ncAS41+HDMIwGn1JWGxaLxQyBYqKiK7ejK8Od6MgoWaOd9zFudWOiomvc59yOVlRklKIjo6rcRyo6\nMtp87KofHRml6Iq2oiKjFBMZpUiCJTQRAQ9spk+frsLCwA1TPO644wLWFgAAAIDAi4iIMK801RAM\nw5DNXm6GOJW30srgp6xYJWWlKrE59znvS1VSVqpiW2X9EptbHR+PQx2ahJJhGObPI5xZLBavwCfG\nKwBy3kdFRCoqMlKREZGKiohUZKTzPjoySpERUZVlka59kRXHOMuiIiIV4To2IkIREREV265bhM/7\nCEuE2z7PcmeZa1+EIiIiFVlR31JxH2GJUITFogjXtvs+S4QsZpnFPJelYr+l4mcUUeWxRRbnfSMM\nu1xXj26MfT8SAQ9s+vTpE+gmAQAAADRhFovFHLGRGN+8Qc/lHlo4Ax/nlK8St3Co1FZm1imtGBnj\nCn/cy0pc22WVdc123era7OUN+pyONq61nsrKbaHuSqPlEeDIGbq6P5bF4lZHHmGP+77aMOQMWyoy\nFxkyzADGMAwZMuQwnPtcN4fhMPe5Rtf949K/6rrTLwnwTyK8MSUKAAAAACpYLBbzylNJzYJzTrvD\nrhJbWWXYU1ai0vIyFZeVVgQTZSott6nU5nzsue08znUrKXcGQWUVdYor6pXZnG24t1dWXuZRdjRP\nO4MnV1BSkaVIjeHqdK7EpwkhsAEAAACAEIqMiGzQKWW1VW4v9whyXMGPK+CxldtUZi9XWXmZbBXB\nkXlvt6nMZlOZvbKe896532Z3hkU2e7nzVrFdXvG43F6uMrfHNh91bfZylREsNVkOAhsAAAAAQFMU\nVbHuS6iDo5rYHXaPsMdWXu752F4um90mu8Mhu8Oucrtd5fZylVds2x3ObZu9XA6HQzZ7uVnPfdt1\nHrvDLofhMPc5bw6zfbvDLntFuaNi2+5wOLcdDpU77HK46lYpszscchj2invnY6NiOpDD4ZDdcMjh\ncMgwDGeZ3KYLuZU7KqYOmdOK5JpO5Pm4MWvs/a+PgAY2l112mdatWxfIJjVjxgz17ds3oG0CAAAA\nABon10K+iraGuiuNkvs6MYafxzJDnso1Z4wq+2pzHtciwa71blxrBrvWxJFUsTiyzEWTPRZWbuSL\nJR+pgAY2W7du1fr16wPZpIqLiwPaHgAAAAAATZUr/IhQRKi7ghoENLC56KKLlJaW5rc8Pz9fn3zy\niex2u7p166aBAwcqKSlJJSUl2rZtm1auXCmbzaYTTjhBJ554oiSpbdu2gewiAAAAAABA2AtoYHP/\n/ff7Lfvtt980duxY9evXT6+++qqGDRvmVSczM1OPP/64/vOf/+jCCy/UI488EsjuAQAAAAAANApB\nWXQ4MzNT5513nhISErRo0SK1aNHCZ73WrVvr5ZdfVvPmzfXoo4+qS5cuuvrqq4PRRQAAAAAAgLAR\nlElrb7zxhg4cOKD/+7//8xvWuHvwwQcVFxenJ554okmuBA0AAAAAAJq2oAQ2y5YtkyT169evVvXj\n4+PVrVs3bd++Xfv372/IrgEAAAAAgHDisEu2Eqn0sFSUJR0+IJUVhrpXQReUKVHZ2dmSpLy8vFof\nk5ubK0nKyspSu3btGqJbAAAAAAAcfRx2yVHuvNltlY/tNrd7m/PeXibZyysel7nVqdi2u9VzlEvl\nZRXbVcqqbrvaK3fbtpdXHlte5n0eV5uGw/s5Xfhvacg1Qf9RhlJQApsOHTpIkj755BOdd955NdZf\nunSp9u7dK4vFovbt2zd09wAAQF0YRuWbQNcbQMMuORwV9xU317bhcN7ctw272z6jduVVbx71DT/H\n+qpvSDI8n49zw+1xlW2vfdXVU5Xtan+Y3j/b6sprxeK2afHeb7F4b5v1LN7H+SyroS1LpBQR4by3\nWKSISMniehzhvNXqqVTTV4uloh1L5bbHvqqPLb7LvbZ9HVP1OLe2zefjeiw/54/w0ZbF8zx+j6um\nLaApMQy3v+X2KtsO7/3u5V7/17jV8fp/q6Z9Dh9l5c4+eP3faJdHeOJebgYq5VXKfdTxCFxskt3u\nvPcIZGyV9Y/GpUXsZaHuQdAFJbC54IIL9Mknn+i9997TySefrBtvvNFv3a1bt2ry5MmSpGHDhik5\nOTkYXQQAIPAcds9vi9y/lXLdykudZeWlbt8wuX+7VeV492+g3Nt3veFz1fMo9/FmzvXm0HyTWfXN\naXmVN6hubxh9fesFIDTqGvD4CovkIzDyFY75C7W8widXmWo4V23u5daHGsJC9+0a27R43HkeX+9f\nRjVlPj48ewS8VerV+sO2n3DZb9jsY1/VENo92HYPxF3Hmtvys79quF61PUcN55DvQMY8Bk2WozzU\nPQg6ixGEVX3tdruGDBmi3377TZI0fPhwXXHFFRo4cKCSkpJUUlKiHTt2aM6cOXrvvfdUXFysyMhI\nLVy4UKecckpDdw91kJOTY4Zo2dnZSkpKCnGPAKCCwy6Vlzhvtir35WWSvdQZirhuZlhS6ix33zbv\nyzzrehznvs/mPMZu8wxMeGMJAABQdxaLFBkjRURLkRW3kX+Tht4Q6p5VK9Cfl4MS2EjS/v37dfbZ\nZ+v333+vsW5sbKzefvttTZo0KQg9Q10Q2ACoFcNwBhe2IuetrEiyFVc8LnY+Li92Biq2Yrdwpdjt\nvtR5X17qJ4QprTi2op7dFupnDQAAED4io52BR0SUc2pqpGs7qjIEiYiWIqO8w5HI6Ip9FWXu+1zt\nRMY4b1Exno8jfR1T5XFElfNERlXsc7UfGeqfXr0E+vNyUKZESVJqaqpWrFihF154Qa+99prS09O9\n6litVo0fP16PPPKIevfuHayuAUDTYhiVIUpZYcV2QcXjospQxQxXCisflxVXhCTFzm2PgKUifHGV\nO+yhfqZoSK43f5bIiu2K9UnMfa77iMptS4TbWiY+bu71PNY9qSiT+74q64e41koxzxNR5XxVziv5\nnvrgPl3Ca7uW+3y2UZ0qdQK1LonHd3J+1t3xtTZP1bV4qivztW2uJ+RnDQnXukQ1PwEf7fu6d3g+\nF6+pGX4e+z2mumkhfqZ1uJ5b1bpe9Ws6n6rpt4+pKUBTVPX/jKr/V7j/zY9w/z/BVz3X4yjv9iIi\n/e+v+v9dhKuNKM//F83HkZUhhKueeXM7T4RbHfdwpWqdSNf+6MqgwyOQiXaeH41e0EbYVLVlyxZt\n3rxZeXl5io2NVfv27TVo0CDFxsaGojuoJUbYAEHicEhlh6WSfOflDF1hideolGK3W0UA47qVFlTu\nc9+2F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y/X+vXrtWfPHkmSxWLRAw88oH/84x9e\n/fzss8908cUXy2KxmG20bdtWknNRqQ0bNsjhcEiSTj31VM2aNcvviuALFy7U2WefrdLSUkVGRmro\n0KFq3ry5fv31V2VmZkqSrrvuOnP6Amrvr3/9q8daHps3bzYXyhw1apTH72TixIm67LLLPI6fM2eO\nzj33XEnOqSSPPvqoR/n+/fvN6SStW7dWhw4dlJqaqqioKG3fvt3jKhdjxozR559/7jVlYM+ePerU\nqZMkqW3btmrfvr1SUlJktVq1f/9+rVmzxpxH3blzZ82dO9drvZBA9APVe/311zVv3jzz8aFDh7Ro\n0SJJzgWhu3btapYNGDBAf//73z2Oz83NVVJSkiTp7LPP1pw5c7zO0bVrV+3atUvNmzdXp06dlJqa\nqoSEBGVkZGj16tUqLy+XJPXu3Vvff/99vabGjRw5UgsXLlRKSoq5MKcvpaWlGj16tPkcu3Tpon79\n+mnv3r1avXq1JOfrddmyZerWrVud+9GUzZ8/X6+99pr52OFw6Msvv5TkfA24/58WFxdnXiHOXe/e\nvbV582YlJib6vDLFZZddphkzZshqtZqvpVatWik7O1u//fabCgsLJUlJSUmaOXOmTj311Do/j/vu\nu0/PPvusJGnHjh0e/waC2Y+mbPfu3brrrrs89s2bN095eXlq0aKFRo0a5VH24osvmv/fuFx99dX6\n73//K0nauHGj19ow//73v3XXXXcpIiLC/B22bdtWxcXFWrNmjQ4dOiTJeXXNV155RTfddJNXPwPR\nhsuHH36oK6+8UoZhyGq1atiwYYqKitLy5ct1+PBhSdI//vEPPfjgg7X5EcLNVVddZf6blKTVq1eb\nU3AvvPBCj+mKN954o9fr680339T1118vSXrjjTd03XXXeZT/+uuvOvHEEyU5F4Nt166dUlNTZbFY\ntGnTJm3fvt2se8011+iNN97wWlMkXNpA9Z588kmPNV3S09O1YsUKSdLw4cM9Fvg9/fTTPa5iKjkX\ntXdNT7r22mv15ptvep0jKipKdrtdLVu2ND+LxcXFKT09XWvXrjU/hw0dOlTffvutWrZs6bOv5eXl\nGj9+vGbNmiVJ6tChgwYNGqTi4mItX77c/DdxzTXX6K233vLZRl5enk455RTzwg49e/ZUjx49PN6D\nd+/eXcuWLVPr1q2r/+EFUlDjITQZhw8fNlPM2tz+97//ebXxyCOPVJvipqenG3/5y1+M3r17+2wz\nKirKGD16tPHDDz/47efOnTuNv/zlL0afPn389m3gwIHG66+/Xqtvn3///XdjxIgRhsVi8Wijffv2\nxpQpU3ymx6hZ3759a/1aevDBB72O//bbb83yRx55xKu8uLjYePTRR42TTjrJiIiI8NnuoEGDjHfe\necfv77CoqMh49NFHjZNPPtkcRVP11rlzZ+Pvf/+7kZ+f77ONQPQD1bv22mtr/Vo688wzvY7Pyckx\ny88++2yf55g2bZpx9tlnm8Nzq966dOliPPHEE14jrOqitiNsDMMwSkpKjPvvv99o2bKlRz+io6P9\nfhuPmr3xxhu1fi35G1naq1cvc1SKL999951x6aWXGsnJyT7bbdmypXHLLbcc0e+wNiNsgtGPpmzt\n2rV1es/kayTnVVddZZZv3LjRq3zdunXGjTfeaE4JqHqzWq3GRRddZPz2229++xmINtwtWLDAnOLr\nfuvevbvxySef1P4HCA+upQBqc/M16sH9b5uvkadZWVnGfffdZwwcONDr/a7knK49fPhw48svv/Tb\nx3BpA9Vzn4pU0+2qq67yOt79b5u/kafPPvusMWLECHP0StVb7969jZdeesnnqOWqysvLjeeee85I\nTU31aqdbt27GW2+9VWMb+fn5xs0332zEx8d7HB8bG2tcc801IZlWxwgbNAi73W5+01gbw4cPV2pq\nqse+DRs2aMOGDZKco1uqu0zboUOHtGfPHu3bt0+GYahNmzbq16+f4uPja92HzMxMsw273a6kpCQd\nd9xx5rfpdbF3715t3rxZxcXF6tixo/r370+qfwS+//575eXl1apunz591LdvX499Bw4c0OLFiyVJ\nxx13XLWXKc3Pz1d6err27dunkpIS83WQnJxc6/4ePnzYbKOoqEgtWrRQ9+7d6zSSIhD9gLeVK1dq\nx44dtaqbkpLiNVLAZrNp5syZkpzf6A0fPtzv8aWlpdq1a5cyMjKUl5en5s2bq3v37h6XlayvhQsX\n6tChQ4qNjdX5559fq2NKS0u1Zs0aHThwQImJierXrx+vpyOwc+dO/frrr7WqGxUV5XMh6blz5yo/\nP18xMTG68MIL/R7vutTovn37lJmZqbi4OHXs2FG9e/eWxWKp71OQ5PwGdNOmTZKciyhW9/9mQ/aj\nKcvPz9fcuXNrXX/06NFeo31//fVX7dy5U5Jz9F/z5s39Hp+RkaG9e/fqwIEDioyMVEpKivr161en\nK+gEog2X7du3a9u2bbLb7ercuXO9LiWOSl9//XWtr0J5wgkneI2udP/blpaW5nPUnUtOTo75XqW8\nvFzJycnq16+f39Ho4dwGvC1ZsqTaUbzuunbtqrS0NI997n/bjjnmGJ8XP3ApKioy/38pKChQYmKi\nevXq5fX5sDYcDofWrl2rvXv3KiIiQt26dVPPnj3r1EZhYaF+//13ZWZmKjk5WQMGDKj272pDIrAB\nAAAAAAAIM3zlDwAAAAAAEGYIbAAAAAAAAMIMgQ0AAAAAAECYIbABAAAAAAAIMwQ2AAAAAAAAYYbA\nBgAAAAAAIMwQ2AAAAAAAAIQZAhsAAAAAAIAwQ2ADAAAAAAAQZghsAAAAAAAAwgyBDQAAAAAAQJgh\nsAEAAAAAAAgzBDYAAAAAAABhhsAGAAAAAAAgzESFugMAAADh7MCBA/rxxx8lSWPGjFHz5s1D3KPQ\nOnjwoH744QdJ0jnnnKOWLVs2+Dnz8/M1e/ZsRUdH66KLLmrw8zWUhQsXat++fRoyZIi6desW6u4A\nAMIcgQ0AAE3U3LlzlZ2drbi4OI0dO7baul999ZVKSkok1RxaLF26VOnp6bJYLJo4caIiIyMD2u9g\nW7t2rSZNmiRJ2rhxo3r37h3iHoXWhg0bzJ/HqlWrNHDgwAY/5z/+8Q89//zzuuaaaxp1YLN161Zd\nd911OuWUU7RkyZJQdwcAEOYshmEYoe4EAAAIvsmTJ+v999+XxWJRVlaWkpKSfNY7ePCgUlJSzMdf\nfvmlxo0b57fdvn37asOGDTrmmGO0ffv2QHc76ObNm6dRo0ZJOroDm59++km7d+9WmzZtdOaZZ/qt\nt2DBAp1++umSghPY7NixQ3369JHD4dAff/yhrl27Nuj5GlJ5ebl69+6tbdu2acaMGbrkkktC3SUA\nQBhjDRsAAJqoESNGSJIMw9DixYv91lu0aJHH44ULF/qtm5mZqY0bN3q0j8bhxRdf1KRJk/TII4+E\nuise7rvvPpWWlurqq69u1GGNJEVFRenBBx+U5HxeZWVlIe4RACCcEdgAANBEjRw50tyuLoRxBTad\nO3f2eOyvrmvwrnv7QH3s2rVLn332mSTphhtuCHFvAuOyyy5T8+bNtWPHDn3xxReh7g4AIIwR2AAA\n0ER1795d7du3l1R9COMKc+655x5ZLBatXr1aeXl5Puu6t8MIGxypqVOnyuFwqHfv3kpLSwt1dwIi\nLi7OXIfntddeC3FvAADhjEWHAQBowkaMGKGPPvpIq1at0uHDh70WE87OztbatWslSRMmTNBrr72m\njRs3asmSJRozZoxXe65wp3Pnzl7TV2w2m7Zv366MjAzl5OSoZcuWGjBggFq3bu2zb4cPH9Y333wj\nSRo8eLB69OhR7XPZuHGj1qxZI0kaN26cYmNjfdbLyMjQpk2blJubq5YtW+r4449Xq1atqm27LrZu\n3art27ersLBQrVu31gknnKBmzZr5rb969Wpt2rRJ8fHxuvDCCyU5p6n9/vvv2rlzp5o1a6a0tLRa\nX42pqKhIK1asUE5Ojtq3b69BgwYpOjpakjRnzhzl5uaqe/fuZgCyefNmrVq1Snv27JHknNb28ccf\ne7RZ07o2kpSenq4NGzbIbrerT58+R3wVpPLycr311luSpCuuuKLGcy9dulSSNH78eFmtVp/1tm7d\nql9//VUWi0UXX3yxIiIqv7ssKCjQrFmzJDlHh6WmpprHbNmyRZGRkerfv7/atWvn1W5JSYl+//13\nZWRkqFWrVhoyZIjfPriez7vvvqtFixZpw4YNOu6446p9fgCAJsoAAABN1uuvv25IMiQZ3377rVf5\nV199ZUgyunXrZhiGYdx4442GJOP//u//vOrm5uYaERERhiRj8uTJ5v7Zs2cbEyZMMJo3b26ey3Wz\nWCzGyJEjjZUrV3q1V15ebrRv396QZFx88cU1Ppezzz7bkGT06tXLZ/k333xjpKWlefUhIiLCOO+8\n84xYeG5eAAAUCklEQVQNGzb4PO777783627cuNFnHYfDYbzxxhtG9+7dvdqPiYkxrr76amP//v0+\nj7377rsNSUaHDh0MwzCMhQsXGn369PFoIyoqyrjzzjsNm83m9/mXlJQY9913nxEfH+9xbPv27Y3p\n06cbhmEYffv2NSQZN954o3nc888/79XnqrdTTjnFrP/jjz+a+1etWmXs37/fuOCCCwyLxeJxzOmn\nn27s2rXLb39rsmzZMrOtxYsXV1v3qaeeMiQZCQkJht1u91vvnnvuMX8mVX333Xfm+TZt2mR8//33\nxqBBg7x+D3/5y18Mh8NhGIZhFBUVGffee6+RlJTk9TNftGiR334UFRUZUVFRhiTj+eefr+VPBADQ\n1DAlCgCAJsx92pKvdWxcU5xOO+00SdKpp57qsd/d4sWL5XA4vNr97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          }
        }
      ],
      "source": [
        "calculate_FOM(sim_data)"
      ],
      "id": "9fd3d3e2"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}