{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Designing a polarization splitter/rotator on thin-film lithium niobate\n",
        "\n",
        "Note: the cost of running the total notebook is almost 27.5 FlexCredits.\n",
        "The cost of running the FDTD validation is just over 26 FlexCredits.\n",
        "\n",
        "Here we design a polarization splitter/rotator (PSR) on the lithium\n",
        "niobate on insulator (LNOI) platform based on\n",
        "`Xuanhao Wang, An Pan, Tingan Li, Cheng Zeng, and Jinsong Xia, \"Efficient polarization splitter-rotator on thin-film lithium niobate,\" Opt. Express 29, 38044-38052 (2021)`\n",
        "[DOI: 10.1364/OE.443798](https://doi.org/10.1364/OE.443798) and follow\n",
        "the same design process. This will operate in a bandwidth of 1.5 μm to\n",
        "1.6 μm."
      ],
      "id": "c99c6640-0718-4578-ba3d-7203778706de"
    },
    {
      "cell_type": "raw",
      "metadata": {
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      },
      "source": [
        "<center>"
      ],
      "id": "acc768cd-28ac-47ed-b6e1-b683c333f0b7"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "<img src=\"img/PSR.png\" width=\"600\" alt=\"Schematic of the PSR\">"
      ],
      "id": "39865c20-4cf6-41b4-9b7e-6cac7ac183b6"
    },
    {
      "cell_type": "raw",
      "metadata": {
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      "source": [
        "</center>"
      ],
      "id": "cb364a70-d9f5-4193-9076-9486ab26f491"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "PSRs are useful devices that control optical input. By splitting and\n",
        "rotating its input, a PSR can isolate different modes and transform them\n",
        "according to our needs. This PSR consists of an adiabatic taper to\n",
        "convert the TM0 mode to TE1 mode and an asymmetric Y-junction that\n",
        "separates TE0 and TE1 modes. In this way, our PSR is able to split TE0\n",
        "and TM0 modes, and rotate the TM0 mode into a TE0 mode. Devices like\n",
        "these allow us to modulate inputs and interface with other optical\n",
        "devices in a controlled way.\n",
        "\n",
        "In this design process, we will optimize the taper and Y-junction\n",
        "separately using a combination of `Tidy3D`’s mode solver and eigenmode\n",
        "expansion (EME) solver. Finally we validate our optimized designs with\n",
        "FDTD to further ensure the performance."
      ],
      "id": "47950cc7-317a-47cd-8525-ec7f002dcede"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web\n",
        "from matplotlib import pyplot as plt\n",
        "from tidy3d import material_library\n",
        "from tidy3d.plugins.mode import ModeSolver\n",
        "from tidy3d.plugins.mode.web import run_batch"
      ],
      "id": "633bbc50"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation Setup\n",
        "\n",
        "First we define some values in our bandwidth and LNOI setup. Our LNOI\n",
        "setup consists of a lithium niobate (LN) structure with a sidewall angle\n",
        "of 20 degree on top of a thin film that is also LN. All of our LNOI\n",
        "structures will be defined in this way."
      ],
      "id": "4bb3b85c-a432-42c1-ab1d-b6662895ce3d"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "wvl0 = 1.55  # central wavelength for device\n",
        "freq0 = td.C_0 / wvl0  # central frequency\n",
        "wvls = np.linspace(1.5, 1.6, 41)  # bandwidth we'll consider for device\n",
        "freqs = td.C_0 / wvls  # corresponding frequency range\n",
        "\n",
        "sidewall_angle = np.deg2rad(20)\n",
        "etch_depth = 0.26\n",
        "film_thickness = 0.5"
      ],
      "id": "316b21ba"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "LN is an anisotropic medium, with different refractive indices in the\n",
        "ordinary and extraordinary directions. We incorporate this information\n",
        "using Tidy3D’s\n",
        "[AnisotropicMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.AnisotropicMedium.html)\n",
        "object. Since the propagation direction of the PSR will be defined along\n",
        "the x-direction, this will have the ordinary refractive index.\n",
        "\n",
        "<i>NOTE: Tidy3D offers lithium niobate in its [material\n",
        "library](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/material_library.html#lithium-niobate-linbo3).\n",
        "However, the values there differ slightly from the values used in the\n",
        "paper on which this notebook is based, so we will use the latter.</i>"
      ],
      "id": "82768e55-7944-4495-8e84-f20b3b31294c"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "n_e = 2.169  # extraordinary refractive index of LN\n",
        "n_o = 2.234  # ordinary refractive index of LN\n",
        "n_SiO2 = 1.46  # refractive index of SiO2\n",
        "\n",
        "# define LN medium\n",
        "LN_e = td.Medium(permittivity=n_e**2)\n",
        "LN_o = td.Medium(permittivity=n_o**2)\n",
        "LN = td.AnisotropicMedium(xx=LN_o, yy=LN_e, zz=LN_o)\n",
        "\n",
        "# define SiO2 medium\n",
        "SiO2 = td.Medium(permittivity=n_SiO2**2)"
      ],
      "id": "d7d76fe5"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next we define a function that takes in a set of points (like a\n",
        "polyslab) and produces the corresponding LNOI structure:"
      ],
      "id": "e9cadd6f-29fc-47a5-82ae-031211032c60"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_ridge_waveguide(pts):\n",
        "    \"\"\"\n",
        "    Define the sidewall angled waveguide that sits on top of a Lithium Niobate film:\n",
        "    \"\"\"\n",
        "    LN_slab_thickness = film_thickness - etch_depth\n",
        "    waveguide_geo = td.PolySlab(\n",
        "        sidewall_angle=sidewall_angle,\n",
        "        vertices=pts,\n",
        "        reference_plane=\"bottom\",\n",
        "        slab_bounds=[-0.005, etch_depth],\n",
        "    )\n",
        "    waveguide = td.Structure(geometry=waveguide_geo, medium=LN)\n",
        "\n",
        "    \"\"\"\n",
        "    Define the film that the waveguide sits on:\n",
        "    \"\"\"\n",
        "    LN_slab_geo = td.Box(\n",
        "        center=(0, 0, -LN_slab_thickness / 2),  # ensure overlap\n",
        "        size=(td.inf, td.inf, LN_slab_thickness),\n",
        "    )\n",
        "    LN_slab = td.Structure(geometry=LN_slab_geo, medium=LN)\n",
        "\n",
        "    return [LN_slab, waveguide]"
      ],
      "id": "1fc7c456"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Mode Analysis\n",
        "\n",
        "To design our adiabatic taper, we want to determine the LNOI cross\n",
        "section at which a TM0 mode hybridizes with the TE1 mode. To do this, we\n",
        "will use Tidy3D’s mode solver for cross sections at increasing LNOI\n",
        "taper widths. We will do this by creating a single taper structure on\n",
        "LNOI and placing mode solver planes along the taper."
      ],
      "id": "310008f1-a0f5-4b28-b759-02ad92989093"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
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WWd5GpMT6oJPD4fDrj9WDb7E66OgV7sFH8pOf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\nt9euXWt5Gw2V9wXvfSPw/g7XG0GsvOl4kZ/8EvnJ7/T7TX7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NGyd8/YvCMwAAAADEiIZW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6+/rpycHMXFVf6fecSIERoxYoT27t2rnTt3yuVyqXXr1kpJSanymK1oI9BK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\nQnNzc7Vv3z6f223fvt289WKnTp1C0k+wxorAmDt3riZOnCiPx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          }
        }
      ],
      "source": [
        "# We will define the taper by a (somewhat arbitrary) difference in widths over a length.\n",
        "\n",
        "width_test_w0 = 2  # starting width of taper\n",
        "width_test_w1 = 3  # ending width of taper\n",
        "width_test_length = 10  # length of taper\n",
        "\n",
        "\"\"\"\n",
        "Define points that take the shape of a taper. Note that we extend the initial and final\n",
        "widths past the boundaries to avoid the sidewall angles from interfering with the ends\n",
        "of the taper.\n",
        "\"\"\"\n",
        "width_test_pts = [\n",
        "    (-1, -width_test_w0 / 2),\n",
        "    (0, -width_test_w0 / 2),\n",
        "    (width_test_length, -width_test_w1 / 2),\n",
        "    (width_test_length + 1, -width_test_w1 / 2),\n",
        "    (width_test_length + 1, width_test_w1 / 2),\n",
        "    (width_test_length, width_test_w1 / 2),\n",
        "    (0, width_test_w0 / 2),\n",
        "    (-1, width_test_w0 / 2),\n",
        "]\n",
        "width_test_structures = make_ridge_waveguide(width_test_pts)\n",
        "\n",
        "# create simulation environment of the taper\n",
        "width_test_sim = td.Simulation(\n",
        "    center=(width_test_length / 2, 0, 0),\n",
        "    size=(width_test_length + 0.2, 2 * width_test_w0, 3 * film_thickness),\n",
        "    structures=width_test_structures,\n",
        "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=30, wavelength=wvl0),\n",
        "    medium=SiO2,\n",
        "    run_time=1e-15,\n",
        ")\n",
        "\n",
        "# plot the simulation to check the taper and LNOI geometry\n",
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "width_test_sim.plot(z=etch_depth / 2, ax=ax[0])\n",
        "width_test_sim.plot(x=0, ax=ax[1])\n",
        "plt.show()"
      ],
      "id": "cecdf6fd"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To find the relationship between modes and width, we will place mode\n",
        "solver planes along the taper (along the x direction). These planes will\n",
        "solve for modes at each cross-section, which will be increasing in\n",
        "thickness as we go along the taper. This will tell us at which thickness\n",
        "a mode conversion will occur.<br>\n",
        "\n",
        "<i>NOTE: Since this cell runs the remote mode solver in series, it may\n",
        "take a couple minutes to run.</i>"
      ],
      "id": "b458cce6-0c85-40ba-a066-9f18afcbdc5b"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [],
      "source": [
        "plane_xs = np.linspace(0, width_test_length, 31)  # x values of the mode solver planes\n",
        "\n",
        "# modespec for the mode solver planes\n",
        "width_test_mode_spec = td.ModeSpec(num_modes=3, target_neff=n_o)\n",
        "\n",
        "mode_solvers = []\n",
        "\n",
        "for i, m in enumerate(plane_xs):\n",
        "    # define plane at x coordinate\n",
        "    plane = td.Box(center=(m, 0, 0), size=(0, td.inf, td.inf))\n",
        "\n",
        "    # create mode solver from plane\n",
        "    mode_solver = ModeSolver(\n",
        "        simulation=width_test_sim,\n",
        "        plane=plane,\n",
        "        mode_spec=width_test_mode_spec,\n",
        "        freqs=[freq0],\n",
        "    )\n",
        "\n",
        "    # add modesolver for this mode solver plane\n",
        "    mode_solvers.append(mode_solver)"
      ],
      "id": "7a4b38fb"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "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\">19:07:34 UTC </span><span style=\"color: #008080; text-decoration-color: #008080\">Running a batch of </span><span style=\"color: #af005f; text-decoration-color: #af005f; font-weight: bold\">31</span><span style=\"color: #af005f; text-decoration-color: #af005f\"> mode solvers.</span>                                \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>                                                                   \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"7de022e8777444219e99643e786c300a\",\"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\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">19:08:37 UTC </span><span style=\"color: #008000; text-decoration-color: #008000\">A batch of `ModeSolver` tasks completed successfully!</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\"></pre>"
            ]
          }
        }
      ],
      "source": [
        "# run mode solvers in parallel\n",
        "mode_batch = run_batch(mode_solvers=mode_solvers, task_name=\"mode_conversion\")"
      ],
      "id": "a5716056"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "# collect relevant data from batch solve\n",
        "modes = np.reshape([mode_data.n_eff.data[0] for mode_data in mode_batch], (len(plane_xs), 3))\n",
        "te_fracs = np.reshape(\n",
        "    [mode_data.pol_fraction.te.data[0] for mode_data in mode_batch], (len(plane_xs), 3)\n",
        ")"
      ],
      "id": "3339a597"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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GeNHLuBqu9wqm94sz7+x96MCBLaiUghCzDX1BcP39PhVDDfeVgVV7T95I6zu6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\n"
          }
        }
      ],
      "source": [
        "import matplotlib.colors as mcolors\n",
        "import matplotlib.pyplot as plt\n",
        "from matplotlib.patches import Ellipse\n",
        "\n",
        "ridge_waveguide_widths = (\n",
        "    width_test_w1 - width_test_w0\n",
        ") / width_test_length * plane_xs + width_test_w0\n",
        "\n",
        "fig, ax = plt.subplots(1, 1, figsize=(7, 4))\n",
        "\n",
        "conversion = [2.52, 2.7]\n",
        "\n",
        "cmap = plt.cm.cool\n",
        "norm = mcolors.Normalize(vmin=0, vmax=1)\n",
        "\n",
        "# TE0\n",
        "ax.plot(ridge_waveguide_widths, modes[:, 0], label=\"TE0\")\n",
        "ax.scatter(\n",
        "    ridge_waveguide_widths,\n",
        "    modes[:, 0],\n",
        "    c=te_fracs[:, 0],\n",
        "    cmap=cmap,\n",
        "    norm=norm,\n",
        ")\n",
        "\n",
        "# TM0\n",
        "ax.plot(ridge_waveguide_widths, modes[:, 1], label=\"TM0\")\n",
        "ax.scatter(\n",
        "    ridge_waveguide_widths,\n",
        "    modes[:, 1],\n",
        "    c=te_fracs[:, 1],\n",
        "    cmap=cmap,\n",
        "    norm=norm,\n",
        ")\n",
        "\n",
        "# TE1\n",
        "ax.plot(ridge_waveguide_widths, modes[:, 2], label=\"TE1\")\n",
        "ax.scatter(\n",
        "    ridge_waveguide_widths,\n",
        "    modes[:, 2],\n",
        "    c=te_fracs[:, 2],\n",
        "    cmap=cmap,\n",
        "    norm=norm,\n",
        ")\n",
        "\n",
        "circle = Ellipse((2.61, 1.887), width=0.1, height=0.013, ec=\"blue\", fill=False, ls=\"--\")\n",
        "ax.add_patch(circle)\n",
        "\n",
        "ax.axvline(x=conversion[0], color=\"gray\", ls=\"--\")\n",
        "ax.axvline(x=conversion[1], color=\"gray\", ls=\"--\")\n",
        "ax.axvspan(conversion[0], conversion[1], color=\"gray\", alpha=0.2)\n",
        "\n",
        "ax.set_xlabel(\"Ridge waveguide width (μm)\")\n",
        "ax.set_ylabel(\"Effective refractive indices\")\n",
        "\n",
        "# Use the same norm + cmap for the colorbar\n",
        "sm = plt.cm.ScalarMappable(cmap=cmap, norm=norm)\n",
        "sm.set_array([])\n",
        "plt.colorbar(sm, ax=ax, label=\"TE fraction\")\n",
        "\n",
        "plt.show()"
      ],
      "id": "d0a77462"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To show the TM0 to TE1 hybridization, we will plot the effective indices\n",
        "vs taper width, as well as the TE fraction as the color of the curves.\n",
        "We can see that around a taper width of 2.55 μm is when the modes cross.\n",
        "\n",
        "This mode conversion behavior differs from what is shown in Wang et.\n",
        "al. This is likely due to sub-pixel averaging. When the mode solving is\n",
        "done locally (and thus without subpixel averaging) the result is very\n",
        "similar to what is given in Wang et. al.\n",
        "\n",
        "## Adiabatic Taper Design\n",
        "\n",
        "Efficient mode conversion can only happen if the taper changes\n",
        "gradually. Therefore, we will set our conversion taper to be made up of\n",
        "3 tapers. The first taper will start with a width of 1 μm and end with a\n",
        "width of 2.52 μm. This will be for the single-mode input. The next taper\n",
        "is from 2.52 μm to 2.7 μm for mode conversion. The final taper from 2.7\n",
        "μm to 3 μm is the connection to the asymmetric Y-junction.\n",
        "\n",
        "Now that we’ve established the widths of the tapers, the next question\n",
        "is how long the tapers should be. According to the paper this notebook\n",
        "is based on, the choice of lengths of the first and third tapers do not\n",
        "have a significant effect (as the length of the second taper can be\n",
        "tuned for these choices), and thus will be chosen as 100 μm for each."
      ],
      "id": "f5061349-9bd0-4ab0-9260-7cb40acc8343"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [],
      "source": [
        "l1 = 100  # length of first taper\n",
        "l3 = 100  # length of third taper\n",
        "\n",
        "w0 = 1  # starting width of first taper\n",
        "w1 = conversion[0]  # starting width of second taper\n",
        "w2 = conversion[1]  # starting width of third taper\n",
        "w3 = 3  # ending width of third taper"
      ],
      "id": "461734fe"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To determine the length of the second taper ($L_2$) that is optimal for\n",
        "mode conversion efficiency, we will run an EME parameter sweep for\n",
        "different simulations with different $L_2$ values. To do this\n",
        "efficiently, we will use the EMELengthSweep feature in Tidy3D’s EME\n",
        "simulations, requiring us to only specify the scale factors we’ll assign\n",
        "to the EME cells we’d like to vary.\n",
        "\n",
        "EME is an excellent choice for investigations of this kind. This type of\n",
        "simulation is mainly about solving for modes at different cross\n",
        "sections, and seeing how these modes change from one cross section to\n",
        "another (in this case, along the taper). Since these changes are\n",
        "adiabatic, it is necessary to check for very long lengths in the\n",
        "propagation direction. For this reason, the device can get very large,\n",
        "making FDTD solving very slow and expensive. On the other hand, mode\n",
        "solving in the device’s cross section is impacted a lot less by\n",
        "extending the length normal to the cross-section. Since this is mainly\n",
        "what EME relies on, EME will be a much more efficient option."
      ],
      "id": "3661f202-a914-40f0-9662-837f3e7cdd24"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [],
      "source": [
        "l2_sweep = 1  # value to construct EME sweep\n",
        "\n",
        "l2_test_pts = [\n",
        "    (-10, -w0 / 2),  # extend taper into -x boundary\n",
        "    (0, -w0 / 2),\n",
        "    (l1, -w1 / 2),\n",
        "    (l1 + l2_sweep, -w2 / 2),\n",
        "    (l1 + l2_sweep + l3, -w3 / 2),\n",
        "    (l1 + l2_sweep + l3 + 10, -w3 / 2),  # extend taper into +x boundary\n",
        "    (l1 + l2_sweep + l3 + 10, w3 / 2),\n",
        "    (l1 + l2_sweep + l3, w3 / 2),\n",
        "    (l1 + l2_sweep, w2 / 2),\n",
        "    (l1, w1 / 2),\n",
        "    (0, w0 / 2),\n",
        "    (-10, w0 / 2),\n",
        "]\n",
        "l2_test_structures = make_ridge_waveguide(l2_test_pts)\n",
        "\n",
        "\"\"\"\n",
        "Here we define the cells we'll use in our EME simulation. We will segment our cells into the three\n",
        "tapers. Since we care most about our L2 taper, we will divide this into more cells than the other tapers.\n",
        "\"\"\"\n",
        "num_modes = 4\n",
        "l1_grid_spec = td.EMEUniformGrid(num_cells=8, mode_spec=td.EMEModeSpec(num_modes=num_modes))\n",
        "l2_grid_spec = td.EMEUniformGrid(num_cells=15, mode_spec=td.EMEModeSpec(num_modes=num_modes))\n",
        "l2_total_grid = td.EMECompositeGrid(\n",
        "    subgrids=[l1_grid_spec, l2_grid_spec, l1_grid_spec],\n",
        "    subgrid_boundaries=[l1, l1 + l2_sweep],\n",
        ")\n",
        "\n",
        "# define regular mesh grid. This is required for mode solving\n",
        "auto_x = td.AutoGrid(min_steps_per_wvl=10)\n",
        "auto_yz = td.AutoGrid(min_steps_per_wvl=30)\n",
        "\n",
        "l2_scales = np.linspace(1 / l2_sweep, 500 / l2_sweep, 51)\n",
        "l2_scale_factors = np.ones((len(l2_scales), 2 * l1_grid_spec.num_cells + l2_grid_spec.num_cells))\n",
        "l2_scale_factors[:, l1_grid_spec.num_cells : l1_grid_spec.num_cells + l2_grid_spec.num_cells] = (\n",
        "    l2_scales[:, None]\n",
        ")\n",
        "\n",
        "# define EME simulation\n",
        "l2_sweep_sim = td.EMESimulation(\n",
        "    center=((l1 + l2_sweep + l3) / 2, 0, 0),\n",
        "    size=(l1 + l2_sweep + l3, w3 + 3 * w0, 5 * film_thickness),\n",
        "    structures=l2_test_structures,\n",
        "    grid_spec=td.GridSpec(grid_x=auto_x, grid_y=auto_yz, grid_z=auto_yz, wavelength=wvl0),\n",
        "    medium=SiO2,\n",
        "    eme_grid_spec=l2_total_grid,\n",
        "    freqs=[freq0],\n",
        "    axis=0,  # EME will be solved along the x axis\n",
        "    sweep_spec=td.EMELengthSweep(scale_factors=l2_scale_factors),\n",
        "    symmetry=(0, 1, 0),  # the adiabatic taper has symmetry in y\n",
        ")"
      ],
      "id": "25fcd78f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We will plot this simulation just to make sure everything looks correct:"
      ],
      "id": "183c225a-ebed-493e-ac18-4a15d1912543"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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          }
        }
      ],
      "source": [
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "l2_sweep_sim.plot(z=0.005, ax=ax[0])\n",
        "l2_sweep_sim.plot(x=l2_sweep, ax=ax[1])\n",
        "ax[0].set_aspect(6)\n",
        "plt.show()"
      ],
      "id": "11e6efe7"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now we will run the EME simulation (sweep):"
      ],
      "id": "4e949435-741a-43a7-96ae-c34e8f6d060d"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "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\">19:09:06 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'L2 EME sweep'</span> with resource_id                       \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'eme-7dee6b2f-fb5a-496b-a8cf-d118d0507ac3'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'EME'</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>Tidy3D's EME solver is currently in the beta stage. Cost of EME    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>simulations is subject to change in the future.                    \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"beb2564afc564d29a23f2b212f1ad27e\",\"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\">19:11:06 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.166</span>. For this solver type, the        \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>estimate is the final billed cost.                                 \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\">19:11:07 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\":\"5433303da27c4c56b41c20398d277322\",\"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\">19:15:38 UTC </span>Loading results from simulation_data.hdf5                          \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "l2_EME_data = web.run(l2_sweep_sim, task_name=\"L2 EME sweep\")"
      ],
      "id": "351ce9e5"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Plotting the mode conversion efficiency vs $L_2$, we can determine the\n",
        "optimal $L_2$ value:"
      ],
      "id": "5e376274-dfea-46b7-913e-c8248a65e9c9"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [],
      "source": [
        "l2_TM0_TE1 = l2_EME_data.smatrix.S21.sel(f=freq0, mode_index_in=0, mode_index_out=0).abs.data ** 2\n",
        "\n",
        "l2_TM0_TM0 = l2_EME_data.smatrix.S21.sel(f=freq0, mode_index_in=0, mode_index_out=1).abs.data ** 2\n",
        "\n",
        "arg_min = np.argmin(l2_TM0_TM0[:25])\n",
        "l2 = l2_scales[arg_min] * l2_sweep"
      ],
      "id": "93a7af5d"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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foqOjMWXKFJSVleHmzZvyecYA4MMPPxSxMiIi0gcMtYiIiIiISCPy8vJw8eJF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qEx5NUQ2dzyxh8yAAAAyF0iIyN1/vx5q2MAyGbXr19XZGSk/Pz8VKpUKbm5uf7NeaZ2AA4dOqTP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rbGiMQZ6D4O/jj4GNBrIAQbideBvB4cHYdmOb0hsQKdKxbkcEtgnEmBZjeC75BsRaR2BRSw+J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\nRU5ErkJggg==\n"
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Optimal length: 170.66"
          ]
        }
      ],
      "source": [
        "plt.plot(l2_scales * l2_sweep, l2_TM0_TE1, c=\"purple\", linewidth=2, label=\"TM0 → TE1\")\n",
        "plt.plot(l2_scales * l2_sweep, l2_TM0_TM0, c=\"green\", linewidth=2, label=\"TM0 → TM0\")\n",
        "plt.xlim(0, 500)\n",
        "plt.ylim(0, 1)\n",
        "plt.xlabel(\"L2 length (μm)\")\n",
        "plt.ylabel(\"Mode conversion efficiency\")\n",
        "plt.title(\"Mode conversion efficiency vs L2\")\n",
        "plt.axvline(x=l2, color=\"gray\", ls=\"--\")\n",
        "plt.legend()\n",
        "plt.show()\n",
        "print(f\"Optimal length: {l2}\")"
      ],
      "id": "ffa4fce2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To verify our results, we will run FDTD validations of $L_2=170.66$ and\n",
        "$L_2=250$:\n",
        "\n",
        "## FDTD Validation of EME L2 Sweep\n",
        "\n",
        "The FDTD method, while much slower and more expensive than the EME\n",
        "method, is more robust. It is always a good idea to double-check our\n",
        "simulation results with multiple methods. Thus we will define a function\n",
        "that creates an FDTD simulation with a given $L_2$ value. This way we\n",
        "can easily create multiple FDTD simulations with multiple $L_2$ values."
      ],
      "id": "459e675f-254b-4f3e-96f9-f222912f2eff"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_l2_FDTD_sim(l2_sweep):\n",
        "    # create taper structure\n",
        "    l2_test_pts = [\n",
        "        (-10, -w0 / 2),\n",
        "        (0, -w0 / 2),\n",
        "        (l1, -w1 / 2),\n",
        "        (l1 + l2_sweep, -w2 / 2),\n",
        "        (l1 + l2_sweep + l3, -w3 / 2),\n",
        "        (l1 + l2_sweep + l3 + 10, -w3 / 2),\n",
        "        (l1 + l2_sweep + l3 + 10, w3 / 2),\n",
        "        (l1 + l2_sweep + l3, w3 / 2),\n",
        "        (l1 + l2_sweep, w2 / 2),\n",
        "        (l1, w1 / 2),\n",
        "        (0, w0 / 2),\n",
        "        (-10, w0 / 2),\n",
        "    ]\n",
        "    l2_test_structures = make_ridge_waveguide(l2_test_pts)\n",
        "\n",
        "    # add mode monitor\n",
        "    l2_mode_monitor = td.ModeMonitor(\n",
        "        name=\"l2 mode\",\n",
        "        size=(0, td.inf, td.inf),\n",
        "        center=(l1 + l2_sweep + l3 * 0.95, 0, 0),\n",
        "        freqs=[freq0],\n",
        "        mode_spec=td.ModeSpec(num_modes=2, target_neff=n_o),\n",
        "    )\n",
        "\n",
        "    # specify FDTD grid\n",
        "    auto_x = td.AutoGrid(min_steps_per_wvl=10)\n",
        "    auto_yz = td.AutoGrid(min_steps_per_wvl=30)\n",
        "\n",
        "    # create simulation with these specs\n",
        "    l2_sweep_sim = td.Simulation(\n",
        "        center=((l1 + l2_sweep + l3) / 2, 0, 0),\n",
        "        size=(l1 + l2_sweep + l3, w3 + 2 * w0, 5 * film_thickness),\n",
        "        sources=[],\n",
        "        structures=l2_test_structures,\n",
        "        grid_spec=td.GridSpec(grid_x=auto_x, grid_y=auto_yz, grid_z=auto_yz, wavelength=wvl0),\n",
        "        medium=SiO2,\n",
        "        monitors=[l2_mode_monitor],\n",
        "        symmetry=(0, 1, 0),\n",
        "        run_time=5e-12,\n",
        "    )\n",
        "\n",
        "    \"\"\"\n",
        "    To inject the right mode into the FDTD simulation, we will need to solve for this correct\n",
        "    mode in FDTD. We will convert this to a source and add it to the simulation.\n",
        "    \"\"\"\n",
        "    fdtd_mode_solver = ModeSolver(\n",
        "        simulation=l2_sweep_sim,\n",
        "        plane=td.Box(center=(1, 0, 0), size=(0, td.inf, td.inf)),\n",
        "        mode_spec=td.ModeSpec(num_modes=3, target_neff=n_o),\n",
        "        freqs=[freq0],\n",
        "    )\n",
        "    fdtd_source = fdtd_mode_solver.to_source(\n",
        "        mode_index=0,\n",
        "        direction=\"+\",\n",
        "        source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n",
        "    )\n",
        "    return l2_sweep_sim.updated_copy(sources=[fdtd_source])"
      ],
      "id": "a8096aaf"
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {},
      "outputs": [],
      "source": [
        "# create FDTD simulations where L2 = l2, 250 μm\n",
        "l2_FDTD_opt_sim = make_l2_FDTD_sim(l2)\n",
        "l2_FDTD_250_sim = make_l2_FDTD_sim(250)"
      ],
      "id": "250d76d6"
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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ttpsOPvjgJn+ZpaKP1hxv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WEY3HTTTZlusUGbNm3isMMO4/rrr2f//fdv8XEcDgdHHXUURx11FGvXruWf//wn//73v/F6vWns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          }
        }
      ],
      "source": [
        "# validate our FDTD-creating function\n",
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "l2_FDTD_opt_sim.plot(z=0.005, ax=ax[0])\n",
        "l2_FDTD_opt_sim.plot(x=l1 + 125 + l3, ax=ax[1])\n",
        "ax[0].set_aspect(6)\n",
        "plt.show()"
      ],
      "id": "e2b28e70"
    },
    {
      "cell_type": "code",
      "execution_count": 19,
      "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\">19:15:46 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'L2 FDTD opt'</span> with resource_id                        \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-cea4fcc8-12d3-40f2-880c-cb9328b11c11'</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-cea4fcc8-12d3-40f2-880c-cb9328b11c11\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-cea4fcc8-12d</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-cea4fcc8-12d3-40f2-880c-cb9328b11c11\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">3-40f2-880c-cb9328b11c11'</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\":\"e480b7af4e7e4146afbec03ccd7fca2c\",\"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\">19:15:47 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2.080</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\">19:15:48 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\":\"87ca3d4423774925be7bb615c710c96c\",\"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\">19:15:49 UTC </span>Loading results from simulation_data.hdf5                          \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><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Warning messages were found in the solver log. For more   </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">information, check </span><span style=\"color: #008000; text-decoration-color: #008000\">'SimulationData.log'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or use                     </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.download_log(task_id)'</span><span style=\"color: #800000; text-decoration-color: #800000\">.                                       </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\">19:15:50 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'L2 FDTD 250'</span> with resource_id                        \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-1d21f3ac-c2aa-4782-a9df-d9851aa137b7'</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-1d21f3ac-c2aa-4782-a9df-d9851aa137b7\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-1d21f3ac-c2a</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-1d21f3ac-c2aa-4782-a9df-d9851aa137b7\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">a-4782-a9df-d9851aa137b7'</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\":\"c61d584ad87a47b3b4e4af879be15e58\",\"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\">19:15:51 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2.510</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\">19:15:52 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\":\"02df4a833ed848e0a13608b32a3fe51f\",\"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\">19:15:53 UTC </span>Loading results from simulation_data.hdf5                          \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><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Warning messages were found in the solver log. For more   </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">information, check </span><span style=\"color: #008000; text-decoration-color: #008000\">'SimulationData.log'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or use                     </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.download_log(task_id)'</span><span style=\"color: #800000; text-decoration-color: #800000\">.                                       </span>\n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "l2_FDTD_opt_data = web.run(simulation=l2_FDTD_opt_sim, task_name=\"L2 FDTD opt\")\n",
        "l2_FDTD_250_data = web.run(simulation=l2_FDTD_250_sim, task_name=\"L2 FDTD 250\")"
      ],
      "id": "8abf58ee"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now that we have run our equivalent FDTD simulations, we will check\n",
        "these values against our EME values."
      ],
      "id": "bbcf1e82-b1cc-455e-9ea8-39c0b30f4647"
    },
    {
      "cell_type": "code",
      "execution_count": 20,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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          }
        }
      ],
      "source": [
        "TM0_TM0_opt_FDTD = (\n",
        "    l2_FDTD_opt_data[\"l2 mode\"].amps.sel(direction=\"+\", mode_index=1).abs.data[0] ** 2\n",
        ")\n",
        "TM0_TE1_opt_FDTD = (\n",
        "    l2_FDTD_opt_data[\"l2 mode\"].amps.sel(direction=\"+\", mode_index=0).abs.data[0] ** 2\n",
        ")\n",
        "\n",
        "TM0_TM0_opt_EME = l2_TM0_TM0[arg_min]\n",
        "TM0_TE1_opt_EME = l2_TM0_TE1[arg_min]\n",
        "\n",
        "TM0_TM0_250_FDTD = (\n",
        "    l2_FDTD_250_data[\"l2 mode\"].amps.sel(direction=\"+\", mode_index=1).abs.data[0] ** 2\n",
        ")\n",
        "TM0_TE1_250_FDTD = (\n",
        "    l2_FDTD_250_data[\"l2 mode\"].amps.sel(direction=\"+\", mode_index=0).abs.data[0] ** 2\n",
        ")\n",
        "TM0_TM0_250_EME = l2_TM0_TM0[25]\n",
        "TM0_TE1_250_EME = l2_TM0_TE1[25]\n",
        "\n",
        "lengths_l2 = np.array([l2, 250])\n",
        "TM0_FDTD = np.array([TM0_TM0_opt_FDTD, TM0_TM0_250_FDTD])\n",
        "TM0_EME = np.array([TM0_TM0_opt_FDTD, TM0_TM0_250_EME])\n",
        "TE1_FDTD = np.array([TM0_TE1_opt_FDTD, TM0_TE1_250_FDTD])\n",
        "TE1_EME = np.array([TM0_TE1_opt_EME, TM0_TE1_250_EME])\n",
        "\n",
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "\n",
        "ax[0].scatter(lengths_l2, TM0_FDTD, marker=\"s\", c=\"blue\", label=\"FDTD\")\n",
        "ax[0].scatter(lengths_l2, TM0_EME, marker=\"^\", c=\"red\", label=\"EME\")\n",
        "ax[0].legend()\n",
        "ax[0].set_ylim(0, 1)\n",
        "ax[0].set_xticks(lengths_l2, lengths_l2)\n",
        "ax[0].margins(0.25)\n",
        "ax[0].set_xlabel(\"L2 (μm)\")\n",
        "ax[0].set_ylabel(\"Conversion Efficiency\")\n",
        "ax[0].set_title(\"TM0 to TM0\")\n",
        "\n",
        "ax[1].scatter(lengths_l2, TE1_FDTD, marker=\"s\", c=\"blue\", label=\"FDTD\")\n",
        "ax[1].scatter(lengths_l2, TE1_EME, marker=\"^\", c=\"red\", label=\"EME\")\n",
        "ax[1].legend()\n",
        "ax[1].set_ylim(0, 1)\n",
        "ax[1].set_xticks(lengths_l2, lengths_l2)\n",
        "ax[1].margins(0.25)\n",
        "ax[1].set_xlabel(\"L2 (μm)\")\n",
        "ax[1].set_title(\"TM0 to TE1\")\n",
        "\n",
        "plt.show()"
      ],
      "id": "034a9802"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "These results coincide nicely, verifying the accuracy of our EME sweep.\n",
        "Now let’s check the field profile from our EME simulation where $L_2$ =\n",
        "170.66 μm, as this is where maximum efficiency occurs. We will do this\n",
        "by adding a field monitor to this simulation."
      ],
      "id": "8fdaf173-00c9-4fe9-b8ae-2fd18a3e6eb8"
    },
    {
      "cell_type": "code",
      "execution_count": 21,
      "metadata": {},
      "outputs": [],
      "source": [
        "# create taper structure\n",
        "l2_ideal_pts = [\n",
        "    (-10, -w0 / 2),\n",
        "    (0, -w0 / 2),\n",
        "    (l1, -w1 / 2),\n",
        "    (l1 + l2, -w2 / 2),\n",
        "    (l1 + l2 + l3, -w3 / 2),\n",
        "    (l1 + l2 + l3 + 10, -w3 / 2),\n",
        "    (l1 + l2 + l3 + 10, w3 / 2),\n",
        "    (l1 + l2 + l3, w3 / 2),\n",
        "    (l1 + l2, w2 / 2),\n",
        "    (l1, w1 / 2),\n",
        "    (0, w0 / 2),\n",
        "    (-10, w0 / 2),\n",
        "]\n",
        "l2_ideal_structures = make_ridge_waveguide(l2_ideal_pts)\n",
        "\n",
        "# create field monitor\n",
        "l2_field_monitor = td.EMEFieldMonitor(\n",
        "    name=\"l2 field\",\n",
        "    size=(td.inf, td.inf, 0),\n",
        "    center=(l1 + l2 + l3 * 0.95, 0, 0),\n",
        "    freqs=[freq0],\n",
        "    fields=[\"Ex\", \"Ey\", \"Ez\"],\n",
        "    num_modes=4,\n",
        ")\n",
        "\n",
        "# add field monitor to EME simulation\n",
        "optimal_l2_sim = l2_sweep_sim.updated_copy(\n",
        "    structures=l2_ideal_structures,\n",
        "    monitors=[l2_field_monitor],\n",
        "    symmetry=(0, 0, 0),\n",
        "    sweep_spec=None,\n",
        ")"
      ],
      "id": "14168854"
    },
    {
      "cell_type": "code",
      "execution_count": 22,
      "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\">19:15:54 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'Ideal L2 field validation'</span> with resource_id          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'eme-736b581c-7426-4734-84c0-0af5c620f176'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'EME'</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>Tidy3D's EME solver is currently in the beta stage. Cost of EME    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>simulations is subject to change in the future.                    \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"951ded04a7ae44809d196722b2c17838\",\"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\">19:16:03 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.595</span>. For this solver type, the        \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>estimate is the final billed cost.                                 \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\">19:16:04 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\":\"c154efb03abb4fe397cd74189542aaef\",\"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\">19:16:19 UTC </span>Loading results from simulation_data.hdf5                          \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "ideal_l2_data = web.run(simulation=optimal_l2_sim, task_name=\"Ideal L2 field validation\")"
      ],
      "id": "4f9a708e"
    },
    {
      "cell_type": "code",
      "execution_count": 23,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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ibp08y0iy7LLLZsrf7dpxKZK213DqZVkCzRkD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\nSvtrJ35utrVrCGo2y23Rp3Vfa3fcej0v0KafPOqGHE4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V1gYj6VyAuq5xzTXXQGuNI488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\n1/28R48eIZXxyy+/SJKaNm3q9wtas2bN3M9dQ/TNLMN0vpKtrueS/xHBoW5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          }
        }
      ],
      "source": [
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "\n",
        "ideal_l2_data.plot_field(\"l2 field\", \"E\", \"abs\", f=freq0, eme_port_index=0, mode_index=0, ax=ax[0])\n",
        "ideal_l2_data.plot_field(\"l2 field\", \"E\", \"abs\", f=freq0, eme_port_index=1, mode_index=1, ax=ax[1])\n",
        "ax[0].set_aspect(10)\n",
        "ax[1].set_aspect(10)\n",
        "ax[0].set_title(\"TE0 to TE0\")\n",
        "ax[1].set_title(\"TM0 to TE1\")\n",
        "plt.show()"
      ],
      "id": "bc917d92"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Design of Asymmetric Y-Junction\n",
        "\n",
        "We now move forward with the design of the Y-junction. The purpose of\n",
        "this junction is to separate TE0 and TE1 modes - in the wider arm of the\n",
        "junction, a TE0 mode will stay a TE0 mode since the effective refractive\n",
        "indices of the modes will be closest, and, in the thinner arm, a TE1\n",
        "mode will evolve to a TE0 mode for the same reason. The widths we will\n",
        "choose in order to enable this will be 1.7 μm and 1.3 μm, respectively.\n",
        "We will choose the final distance between the arms to be 1 μm.\n",
        "\n",
        "This mode conversion will only happen adiabatically, so the angle\n",
        "splitting the two arms must be very small. The central question of our\n",
        "design, therefore, is how long the Y-junction will be. To find the\n",
        "optimal length (which we’ll denote as $L_4$), we will use Tidy3D’s EME\n",
        "sweep feature to do screen various $L_4$ lengths. Tidy3D’s EME sweep\n",
        "feature is a fast and inexpensive way to run sweeps where the entire\n",
        "simulation is scaled, which is ideal for testing this geometry.\n",
        "\n",
        "We will measure the TE0 and TM0 conversion efficiencies in both arms.\n",
        "The upper, wider arm will be labeled ‘port 1’ and the lower, thinner arm\n",
        "will be labeled ‘port 2.’"
      ],
      "id": "2f841f21-2d2d-4b52-a0de-314649c64203"
    },
    {
      "cell_type": "code",
      "execution_count": 24,
      "metadata": {},
      "outputs": [],
      "source": [
        "w4 = 1.7  # width of upper arm\n",
        "w5 = 1.3  # width of lower arm\n",
        "split = 1  # ending distance between two arms\n",
        "\n",
        "# the starting length for the Y-junction. This will change as we change the scale\n",
        "l4_sweep = 100\n",
        "\n",
        "# create Y-junction geometry and structure\n",
        "l4_test_pts = [\n",
        "    (-2 * l3, -w2 / 2),  # extend beyond boundary\n",
        "    (-l3, -w2 / 2),\n",
        "    (0, -w3 / 2),\n",
        "    (l4_sweep * 2, 2 * (-split / 2) - w5),  # extend beyond boundary\n",
        "    (l4_sweep * 2, 2 * (-split / 2)),  # extend beyond boundary\n",
        "    (0, -w3 / 2 + w5),\n",
        "    (l4_sweep * 2, 2 * (split / 2)),  # extend beyond boundary\n",
        "    (l4_sweep * 2, 2 * (split / 2) + w4),  # extend beyond boundary\n",
        "    (0, w3 / 2),\n",
        "    (-l3, w2 / 2),\n",
        "    (-2 * l3, w2 / 2),  # extend beyond boundary\n",
        "]\n",
        "l4_test_structures = make_ridge_waveguide(l4_test_pts)\n",
        "\n",
        "num_modes = 5\n",
        "l4_port1 = td.ModeSolverMonitor(\n",
        "    name=\"l4 port 1\",\n",
        "    size=(0, w4 + 1.5 * split, td.inf),\n",
        "    center=(l4_sweep - 0.1, (-w3 / 2 + w5) + split / 2 + w4 / 2, 0),\n",
        "    freqs=[freq0],\n",
        "    mode_spec=td.ModeSpec(\n",
        "        num_modes=num_modes,\n",
        "        target_neff=n_o,\n",
        "        angle_theta=np.arctan((split / 2 - (-w3 / 2 + w5)) / l4_sweep),\n",
        "    ),\n",
        ")\n",
        "\n",
        "l4_port2 = td.ModeSolverMonitor(\n",
        "    name=\"l4 port 2\",\n",
        "    size=(0, w5 + 1.5 * split, td.inf),\n",
        "    center=(l4_sweep - 0.1, -split / 2 - w5 / 2, 0),\n",
        "    freqs=[freq0],\n",
        "    mode_spec=td.ModeSpec(\n",
        "        num_modes=num_modes,\n",
        "        target_neff=n_o,\n",
        "        angle_theta=np.arctan((-split / 2 - w5 / 2 + w3 / 4) / l4_sweep),\n",
        "    ),\n",
        ")\n",
        "\n",
        "# again owing to the adiabatic nature of this problem, we need only use a uniform grid throughout the simulation\n",
        "l3_grid_spec = td.EMEUniformGrid(num_cells=16, mode_spec=td.EMEModeSpec(num_modes=num_modes))\n",
        "l4_grid_spec = td.EMEUniformGrid(num_cells=41, mode_spec=td.EMEModeSpec(num_modes=num_modes))\n",
        "l4_total_grid = td.EMECompositeGrid(subgrids=[l3_grid_spec, l4_grid_spec], subgrid_boundaries=[0])\n",
        "\n",
        "auto_x = td.AutoGrid(min_steps_per_wvl=31)\n",
        "auto_yz = td.AutoGrid(min_steps_per_wvl=41)\n",
        "refine_box = td.MeshOverrideStructure(\n",
        "    geometry=td.Box(center=(0, -w3 / 2 + w5, 0), size=(l4_sweep + l3, split / 2, 2.5 * etch_depth)),\n",
        "    dl=[0.1, 0.01, 0.01],\n",
        ")\n",
        "\n",
        "l4_scales = np.linspace(1 / l4_sweep, 200 / l4_sweep, 61)\n",
        "l4_scale_factors = np.ones((len(l4_scales), l3_grid_spec.num_cells + l4_grid_spec.num_cells))\n",
        "l4_scale_factors[:, l3_grid_spec.num_cells : l3_grid_spec.num_cells + l4_grid_spec.num_cells] = (\n",
        "    l4_scales[:, None]\n",
        ")\n",
        "\n",
        "l4_EME = td.EMESimulation(\n",
        "    center=((l4_sweep - l3) / 2, 0, 0),\n",
        "    size=(l4_sweep + l3, 3 * split + w4 + w5, 5 * film_thickness),\n",
        "    structures=l4_test_structures,\n",
        "    grid_spec=td.GridSpec(grid_x=auto_x, grid_y=auto_yz, grid_z=auto_yz, wavelength=wvl0),\n",
        "    medium=SiO2,\n",
        "    monitors=[l4_port1, l4_port2],\n",
        "    eme_grid_spec=l4_total_grid,\n",
        "    freqs=[freq0],\n",
        "    sweep_spec=td.EMELengthSweep(scale_factors=list(l4_scale_factors)),\n",
        "    axis=0,\n",
        ")"
      ],
      "id": "1d8b89d6"
    },
    {
      "cell_type": "code",
      "execution_count": 25,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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3tWvXLu3atct+\nvn379vrggw80cuTIKo3z+++/66233nJ4bvv27dq+fbv9dZMmTRwWnr2VKwCgftp5IlFZeQUKCfQ3\nO5VqsSma2c4AAOeYUni22WxKTk5Wbm6umjVrpsDAQDPSAAAAAGQzDPts3+TM3FIzeUvNEv6z2Hs0\nMV0/7jhatvB7xpLRGw7Gato3G8v0VWgrXQjeeOCkrEs2V5rn4YQ0rdl9otJ2OQVWZeYWuH09AMAV\nAQEBmj59uv75z39q7dq1OnnypAIDA9WtWzddfPHFZfZSPtMzzzyjtLQ0hYSElNvmkksu0RtvvOFU\nPsHBwdWWKwAA5Sm0GdpyOE5DurcxOxWPK7AWauvReLPTAADUEl4pPG/dulU//fSTIiMjtWXLFiUm\nJspm+2tGRGhoqLp06aIhQ4ZoyJAhuvzyyxUaGuqN1AAAAFDDGIZRZlnokstAF/95KiVT6/afLDNL\nuOjPv5aD3nokTm8v22pvl28t0W+hTdbCov8v3bjnhHL+91ul+e0/lazvth6qtF16Tp5iU7OqfD0A\n1E82m01JSUnKz89X06ZNa/wD240aNdLYsWNdjps8eXKlbfr06aM+ffq4kZVj7uYKAEBFNh06XScL\nz3+cSFROvtXsNAAAtUS1FZ7T09M1f/58zZ49W3v27KmwbUZGhrZt26Zt27bpnXfeUcOGDXXLLbfo\n73//u3r16lVdKQIAAMAJhmHIajNK7OtbooD7Z6E3Li1bmw6dPqNYXHhGUdim7cfi9d7K7aULyn+e\nL+7z153HlD4/stK8dp5I1Ge/7au0XWJGjg6eTq36hQBQ7drkxcvfsGpzhbuF1z2GYWjTpk1au3at\nIiMjtW3bNiUlJZV6YLtRo0Y655xzNHToUPsD2xXN7gUAAN51OD5N8enZat6obv33OYpltgEALvB4\n4TknJ0dvv/22XnvtNWVkZPw1kJ+fevbsqfPOO08RERFq0qSJAgMDlZSUpOTkZB0/flybNm1Samqq\nMjMz9eGHH+rDDz/U1Vdfrbfeekvnnnuup1MFAACotQptZ+4HXDQTOCUrV3tPJpWZJVxc6C1+vScm\nSfN+2X1G4bfsrOK1u44rfd5PKmebYLvtx+L18c+7K807Li1bu2OSPHQVANQlrfMSNDF+tSTp0s65\nik3ZpF3BHXUqoKlUR5dATklJ0bx58/Thhx/qwIEDFbZNT0/Xli1btGXLFr355psKCwvTpEmTdN99\n9/H7MgAANcSm6NMafUEns9PwmIycfH5/AwC4xKOF50WLFumxxx7TiRNFe881b95cN910k6699lr1\n69ev0qexDcPQvn37tGbNGn366aeKiorSjz/+qFWrVunee+/Va6+9poYNG3oyZQAAAI+w2YxSBdys\nvAKdSMoos//vmcXig6dTtCjqYNF7fxZ88//s46/loAv1y74YPfn5L/YZx7ZyKsGbDp3WzBXbK833\nRHKGU0+uF9pslRadAcATwqyZkqRm1lQFBBpqnblffbKilerbULuDO2hPcAel+DcyOUvPyMrK0muv\nvaa33npL2dnZ9vf9/f3Vq1cv9ejRw/7Atr+/v5KTk5WUlKRjx45p06ZNSk9PV1pammbNmqVZs2Zp\n7NixeuONN9SlSxcTPxUAANh06LRGnd9Rljry0NzWI3Hl/u4JAIAjHi08T58+XSdOnNCll16qJ598\nUldddZX8/JwfwmKxqHv37urevbsefPBBHTx4UB9++KFmz56tDz74QHfccYcuvPBCT6YMAADqKJth\nyPpnkTa3wKr4tOyiom5h6cJv8XLQxxLTtWLH0VKzgkstGf1n8XjjwVhN+2bjX23+PG+1lf5lfOP+\nk7J+t6nSPA/Hp2nN7uOVtsvJtyojt8Dt6wEANV2Bj59kkXwMmxr5GvItSJPV4qvgwlxFWNM1KGOX\nTgU00e7gjtrXoJ1yfIPMTtktn332mZ544gnFxsZKklq1aqWJEydq3LhxuvDCCxUUVPHnstls2rt3\nr1atWqUFCxZo27Zt+u6777Rs2TI9+OCDevnll9WgQQNvfBQAAHCGhIwcHY5P09ktGpudikewzDYA\nwFUeLTwPHDhQ06dP17BhwzzSX5cuXfTWW2/piSee0KuvvqrAwECP9AsAQH1mGIaMP/+0GX++NooK\ntcXnbDZDhkq+X9QuO6+ogGvTGTFntHPcR+l2NhkybIZsKp1DTk7RzK+f98bIxy/APov4zOWg8602\nbTp0Wq8t2fzXe38WgYsLwsU27o1R3tcbKrwu+04l69uthyq9fmk5eYpNzXL/GwAAcKjAUvTrqSGL\nkqwW+QWFqoEtXw0LcxRamK18i7+CCvPUOi9RV6Ru1eGgs2SEWuVnWGW1eHwXqWrz4osvKjY2Vldc\ncYWefPJJXXHFFfL19XU63sfHRz169FCPHj30yCOPaO/evfrggw80d+5cvfPOO7rnnnvUrVu3avwE\nAACgIlHRp+tE4fl0WpaOJqabnQYAoJbx6G/ns2bN8mR3di1bttS7775bLX0DANxTVLQ0ShUvSxYe\n7QVNB8XLygqPxe1SsnIVfTpVhsrp20EfjnMoXQQt2e5oQppW/nGs6D2Hffx5LEM2m/7so3QO9nYq\nUVQ9o9D6+9F4fbBqxxk5FPfhONcyReFSOZQdI3LPCT3x+S/lFpRLjuGujftj9HwlBdyqsubnSZK+\n3nRQfgEVP3SWkpXLL8IAUEeULDxbJBX4+KvAx1/pRrACjQI1sOUprDBLRmG28nz8dW72UbU6q0D+\npxZrX4O22hPcQScCW5j7IZwwZMgQzZ07V4MHD/ZIf927d9esWbP01FNP6eWXX5a/v79H+gUAAO7Z\neiROEwacI39fH7NTqRJmOwMA3FF7HgsHUCcZJYt65RQv862FSs/Jczwzs2RRTWWLl2XaOSz6SfFp\n2dp+NL6oD5thn81ZUfGyvJmeZxYvS7bbH5usRVEHyxRSS7Wzj1POLNFKirmbomP1+veby1zXMgVI\nGfZxKsqhvGLuhp3HlP7xT9V6f2w6dFpvLdtarWPsj03R4i3R1TqGJMWnZ2vnicRqHSPfWqhMlmIG\nANRS9sKzxSIfSfZ1KywW5VkClOcTIIthU5AtXw1s+Qq3ZqhhoE0FBWm6oDBXvbIOK8MvWLkhmYoN\nCVZmQIBZH6VCH330UbX026ZNG82ePbta+obnjFwyX6H+Rfdml/07NG7RXJfi3YmpLXHkaG4cOZob\nR46eiatJOSb/tkgtwkIcB0ZGSlOnujaYOzFViDMiI9V4X4zG5VudjqlJ19/TceRobhw5mhtHjubG\neWOsjIJ8fezyCOWj8Iw6oaLiZZnCnMoW0koW3DJy8xWTlFGq6Odo1mF5Rb8ysznPKNbZDEMnkjL0\ny76Ycop+jmZPOioeqkzxsuTxzhOJmvfz7nKKlyULj45nT5aZ6VlO8fLXfSf1r//95mDZ3spmmzo/\n83LjnhPK+WJd9d1Akn4/Fq+PftpZrWNI0tGEdKf2cq2KlOw8HUlgBigAAKhdCixFy00bkiwWx20M\ni49yfIOU4xskX6NQltxkNfbPV7A1V4UWX4XYcuRjzVPH9AxlBPjrpI+vmjYIUGJOvvc+CFCBZWMm\nKTAkVJI0btFcfTt+skvx7sTUljhyNDeOHM2NI0fPxNWkHI+0a6b7hvVyHDh1qjR9umuDuRNThbiU\nhx7RwvOvcSmmJl1/T8eRo7lx5GhuHDmaG+eNsfKyMqTVi10eozwUnuExKVm5evfH3x0WOf8q2Ja/\n9GvponDZQuovu4/rkfmRDou+VVk29kwbD5zSy99t8mCPZe05maQv1u+v1jFOpWQq6lD1L4mTnV+g\npMzcah8HAAAAdVvJpbadWZiy0OKrzEKLrH5h8jcKFWTLU0hhrvwKrSqUFFKQr7MMqWkwhWcAAOBd\nu2ISlZlboIZBtXMLjFMpWWanAACopbxaeI6Li9O8efMUGRmp6Ohopaenq7CwsMKYNWvWqHfv3l7K\nEFWRb7Vp36nkauvfWmhTnrXi+wUAAABA7VTgU3qPZ6dZLCqw+KnA4qs8i7/CbenyL1rWRxaVP3sa\nAACguhTaDG09Eqch3duYnYrL8q2Fikuj8AwAcI/XCs+LFi3SXXfdpfR015Z/LShgr0oAAAAAqOtK\n7fFscWFNI8NQkFGgkMIc+RmF8v1zPSSLipbt9ujySF5w8uRJzZs3Tz///LMOHz6sjIyMSh/Y3rhx\nozp37uylDAEAgDOiomNrZeF55/FEWQttZqcBAKilvFJ43rlzp2666SZZrVb5+PjooosuUu/evRUe\nHi4fn4oXUTvrrLO8kSIAAAAAwEQ2i48K5VO0x7MzAYahRr6GIqxp8jVs8pEhnz//NCQVqqjmXJvq\nzgsWLNB9992n7Oxsl+KsVms1ZQQAANx1JCFd8WnZah4WbHYqLok6dFpnm50EAKDW8krh+YMPPpDV\nalWrVq20dOlSnX/++d4YFgAAAABQi1gtvk4tte1vK1C4NVOGnyE/m1U+MmSRIZssKpRq5framzZt\n0u233y6bzSZfX18NHDhQvXr1UlhYWKUPbDdt2tRLWQIAAFdEHTqtay7oZHYaTsvIydfumCQKzwAA\nt3ml8Lx7925J0gsvvEDRGQAAAADgUL7FT4Ys8qmkbhxsyyua4WyRfFS0FGRR0dlHvpbauTTkrFmz\nZLPZ1L59ey1dulQ9evQwOyUAAFBFmw6d1ujzO8pSSx6K23IkTjajNq0XAwCoaSp+bNpDQkJCJEnn\nnXeeN4YDAAAAANRCBT5+MiyVz3jO9gmS1eKjAqNolrRNPvKR5K9C+RiGLIYh1bJ/NC1+YPvVV1+l\n6AwAQB2RmJGjw/FpZqfhtKjo02anAACo5bxSeO7Vq5ckKTY21hvDAQAAAABqIavFT4Yq/0W1wMdP\niX5hOpVv+bMI7asCi68KLb72PaJ9paIidLVn7Rk8sA0AQN20Mbp2/Jv46dQsHUtMNzsNAEAt55XC\n8/333y9/f3/NmzfPG8MBAAAAAGqhguI9np2pFlssyjMsSvcLUbx/Y6X6NVSOT6AMi0U2i8VewK4l\nK1vywDYAAHXU1iPxKrAWmp1GpZjtDADwBK8Untu3b6958+bphx9+0JNPPimr1eqNYQEAAAAAtUjB\nn3s8u1wrtliUZ/FXlk+grBaLLIYhQ5JNkq2WrLj94IMPysfHhwe2AQCoY3LyrdoZk2R2GhWyGYY2\nHaLwDACoOj9vDTRx4kS1atVK99xzj7788ktde+21OueccxQcHFxh3DXXXKMmTZp4KUsAAAAAgFkK\nLEV7PPtIRXs0OzNd2TAUaBSoYWGu/AyrDIuU5e8vq4+PsiSl5hZUc9ae0b17d3300UeaPHmyzjnn\nHD377LPy9fU1Oy0AAOABm6JjdUGH5manUa7o06lKzso1Ow0AQB3gtcKzYRg6cOCADMPQ8ePH9e67\n7zoVt3nzZgrPAAAAAFAP5PsUzXh2imEo1NdQE2uafA2b8nwClO7bSIE+WUoNDNDRRqE6YrPodFZe\n9SbtQXfffbdat26tv//971qwYIHGjRunzp07q0GDBhXGXXvttQoLC/NSlgAAwFW7YpKUmVughkH+\nZqfiUBSznQEAHuKVwrNhGLrlllv0+eefe2M4AAAAAEAtZLX4qXhlbIsMh0Voi2FTsC1PIYW5svkZ\nyrf4K8svSIUWX0UHtVZ+40SlBgYWNa5lM3dsNpuio6MlSYcPH9bbb7/tVNyAAQMoPNcSI5fMV6h/\ngCSpy/4dGrdorkvx7sTUljhyNDeOHM2NI0fPxNX0HJN/+1oNm4RKkZHS1KmuDeZOjJNxhTabztoT\no3E2m/29unj9qxJHjubGkaO5ceRobpw3xsooyNfHLo9QPq8UnhctWmQvOl911VW699571atXL4WH\nh8vHp+JtpkNDQ72RIgAAAADAZMV7PEvFhee/+BqFCi7MVbAtX4akbN8gJWQVKiA4VLtCOmpzw25K\n9g/TJb4/mJJ7VRUWFmr8+PH69ttvzU4F1WjZmEkKDCn6d45xi+bq2/GTXYp3J6a2xJGjuXHkaG4c\nOXomrqbnuL1ZIz11Tb+iQvD06a4N5k6Mk3G/H47Toshdpd6ri9e/KnHkaG4cOZobR47mxnljrLys\nDGn1YpfHKI9XCs9ff/21JGn8+PH66quvvDEkAAAAAKCWKbD4lig8F/GzWRViy1WQLV82i48yfBso\nxydQuT4B+i4pT0nnjlWWb8VLUdcG8+fPtxedx4wZo7vuuks9e/ZUWFhYpQ9sN2rUyAsZAgCAqjia\nkK64tGy1MDuRM0QdijU7BQBAHeKVwvPJkyclFe1XBQAAAACAIwUWPxmWopJzkC1fAbYCBRhWWS2+\nSvNrqFxLgDL8grW5YTftCDlbv26YpwF1oOgs/fXA9m233aZ58+aZmwwAAKgWmw7F6hqzkyghPSdf\ne2KSzU4DAFCHeKXw3KpVK0lSSEiIN4YDAAAAANRCBSX2eG5YmKN8i79S/EKVb/FXQkBjRTXsrn3B\n7WWzVDwDuDYqfmB78mTXl1EDAAC1Q1T0aY02DPvKLmbbcjhONsOovCEAAE7yym/ro0ePliRt3rzZ\nG8MBAAAAAGqh/2fvvuOjKtM2jl9TkkkhhISEpvQqqDQFLCAioiBVkaqIWLCtihVfWfu6KIqurg2s\noGABKSqggAosCigiIr2GmhBSIKRnZt4/QoaE1KknIb/v54MOc879PNecSSDMfc5zcs35S22nO0xK\nskYqJShCO0PP1VexPfVRnb7aEt70rGw6S5ywDQBAdZB0MkupGdlGx3BZxzLbAAAfC8i/2EeMGKFL\nL71UU6ZM0eHDhwMxJQAAAACgijkYHKtck1UJOSZtCm+mT+pcqy9ir9LekAaSqbJcG+QfnLANAED1\ncDgl3egIkqQjqemKO5ZmdAwAwFkmII3n4OBgLVy4UB07dlS3bt30+eefKzu78pzZBQAAAAAwXnJQ\npN6tP0j37Q7RN7UvU0JwtNGRAubWW29Vx44d9eKLLyoxMdHoOAAAwE/ij6crN89udAyt3cXVzgAA\n3wvIPZ5Hjx6tzZs3S5IOHz6skSNHKjg4WI0bN1ZYWFiZtbNmzVLbtm0DERMAAAAAYLAMS4jS7Gf3\n1c0lCQ0N1eLFizV69Gh169ZNU6ZMUf/+/RUcHGx0NAAA4EN5doc2HTimTk3rGpbB4XTqt90Jhs0P\nADh7BaTxvH37dm3cuLHIczk5Odq5c2e5tRkZGf6KBQAAAABApTBkyBDt3btXTqdT+/bt0w033CCb\nzabGjRsrNDS0zNr58+erSZMmgQkKAAC8tnZ3vKGN513xqUpOzzJsfgDA2SsgjecBAwbo/PPP96g2\nJibGx2kAAAAAAKhctm7dqu3btxd5Ljs7Wzt27Ci3NiuLD44BAKhK/j6QpJNZOaoRYszKJiyzDQDw\nl4A0np9++ulATOMX2dnZmjt3rr777jsdPHhQNptNLVu21IgRI9S9e/dKNU+gsgIAAACAv1jNJlkt\nZkWGBivIalGQxaxgq1lBFovr/0FWs4ItZh2uXVNXX9Aof5vFrCCrWQ1T6sliNstiNunkyarTkB0y\nZIiOHPHsQ+DIyEgfpwEAAP7kcDr1+54E9WzbMOBz5+TZ9ce+owGfFwBQPQSk8VxVbd++XUOHDtXf\nf/9d5PmlS5fq7bff1siRI/Xhhx8qJCTE8HkClRUAAABA9WI2mRRsNSv4VBM4qKAJbDn1nNWsfZHh\nuqRl/VNN4oL9CvY53SzO+b2OHri2Y5Gxgi2WInVms0kTt/2gySPLP3l283fRuv7ilkWf3BXlepgS\nZPH14fCbf//730ZHAAAAAbR2V7whjeeN+xOVlWsP+LwAgOqh0jaeZ8+erZCQEA0ZMsSQ+Y8ePapr\nrrlGcXFxCgsL02OPPaYrrrhC6enpmjlzpr744gvNnj1beXl5+vLLLw2dJ1BZAQAAABjPZFJ+s7ag\naWs1uxq3O2qE6IKGMUWaumdeJRxktejkmhjd1vN813NnNouDTjWan9r+g16+tVe5meKWxWpM97bl\n7hdbM0xtGkT74jAAVVK/hTMUEZS/rGrL7Rs1eM50t+o9qakqdWQ0to6MxtaR0Td1VSHjmXUnfzpH\nNWxB5Rf9/LM0caLbc5VUZ96boMFpmRXOWFFV8fhXxrk8rasKGT2tI6OxdWQ0ti4Qc6Xl5ugjt2co\nXaVtPL/44ovas2ePEhMTFRYWFvD5//nPfyouLk5ms1nfffedevbs6dp23XXXqVGjRpoyZYq++uor\nffvtt+rfv79h8wQqKwAAAICSFSwH7WrgWiyKDLOpVf0oVyP39HLQBc1gs5JXR2l4t1alNn4Lxnpx\n8xK9eNMVCrLkLyFtMplKzJH0v3q65+r25eZdHF1DFzWrW+5+5lLmQeUwY8YMRUdH82+8KmTRwDGy\nhUdIkgbPma75Q+9wq96TmqpSR0Zj68hobB0ZfVNXFTKeWZfdvokGdm5eftHEidLkyW7PdWbdicxs\nffj5ajmczgpnrKiqePwr41ye1lWFjJ7WkdHYOjIaWxeIubLT06Rl89yeozQBaTxPmTJFcXFxFd7/\n0KFDriWj9+3bp7Ztyz9z3peOHTumDz/8UJI0evToIo3cAi+88IJmzJihhIQETZ482aN/6PtinkBl\nBQAAAKoSq+X0VcBhwUFqEBVe5B7BBY3fgiZwsMWixJW1NPii5q7tpxu/+Y8LaidvWqTnh1/mahJb\nLeYSG8En187ThL6dysy5KjayQkss2oIsCg2utOcNVy5HV55+fCLbuBwB8PTTTys1NVWJiYmyWvn6\nAACgqlm3O179OzUL2Ml+v+9JKLfpDACANwLyL9MvvvhC69evd7suOjpajRs39kOisi1YsEB5eXmS\npFtuuaXEfYKDgzV8+HC98cYb+vXXXxUfH6969eoFfJ5AZQUAAAC8YTGbZDWbVTM0+Iz7AJ9q6lpO\nLwd9uHZN9T6/0RlLRBdtFgdZzHJuqK8nB3Vx/b6gOWy1mIt8eDfxz2/1zyHdys24tl4tXXNhk3L3\nC7cFqVZ4iDeHAyjmhRdeUHx8fIX337dvn/bt2ydJOnz4sBo1auSnZAAAwF+STmZpd0KqWtaLCsh8\na3dV/GcNAAA8EZDGc5MmTXTy5Mky98nOztbhw4eVk5MjSbrqqqv0+uuvKzw8PBARi/jll18kSRaL\nRZdcckmp+/Xo0UNvvPGGHA6H1qxZo8GDBwd8nkBlBQAAwNnFJJNsBVfxWk8vAV24KbwvMlzdWtQv\n8R7BwYWWjs7+vY7uv6Zj0auEC91/ONhikdls0sRtP2jyyO7lZtvyXbRu6NKy3P1qhdt0bu0IXxwO\nwHCffvqptm/f7nZd/fr1Vb9+fT8kAgAAgbBuV3xAGs9HUk5qf1Ka3+cBAFRvAWk8z5kzp0L7ZWVl\nadasWXrwwQe1ceNGw5YK27p1qyTpnHPOKfP+0i1bnv4wbMuWLW43c30xT6CyAgAAwL9MUrH7+hZc\n4RtstWh3zVB1alKnyFXChZvEBf/PWBeru6668IzGr7nYVcFP7liqyWN6lplp//JY3dKj/Nve1KkZ\npvPOifbNgQCqqWbNmpW7T3Z2tg4ePOha9apfv36aOnWqgoKC/B0PAAD4yfp9RzWsWysFWS1+nWft\nbq52BgD4X6W6CVRISIjGjRunsLAwjRw5Unfffbd++umngOc4fPiwJKlBgwZl7ld4+5EjRwyZJxBZ\nU1JSSt2Wmprq1lgAAABVSX6jtuhyz5GhNrWqV6vY1cFn7nf8l2jddPl5+dvOuEq4cDP4+a1LNPmW\nK2U1m0q8T3CB+BV1dUevC8rNvLBWuNo3jvXlYQAQAIsWLarQfhkZGfrkk0/08MMPa8OGDQoODvZz\nMgAA4E+ZOXn668AxdW5a129zOJxOraPxDAAIgErVeC4wbNgw3XXXXVqxYoWSkpJUu3btgM5fsCx4\nWVcQn7m9vKXE/TVPILJGR3P1CgAAqBysZpNrWeiw4CDVrxVedHnnQk3dYGv+48SVtTS4c/OiVxOf\nGqPwstAvbVqk54Zf5nruzPsEFzi5dp4m9OtcbtYfY2rqslZlnxwoKT+zxezR8QBQ/YSFhenuu+9W\nUFCQ7rjjDt1///365ptvjI4FAAC8sHZXvF8bzzvjU5SSnu238QEAKFApG89ms1mNGjXSpk2bdPjw\n4YA3nguWLbNYyl7epPD2gppAzxOorAAAACUxm0wKtppls1pUu0aIgqynl4guWOa58FXB8bE11bd9\nk0KN36JXCQdZzXJuqK//G9TF9ZxrH4tZZvPpRvDEjd/pqeu7lZtxXb1auqZ9k3L3C7cFKSo8xJvD\nAQABc/PNN+u+++7T4sWLlZGRUe7JyAAAoPLafDBJaZk5igj1z0oma3dxtTMAIDAqZeNZkhITEyUZ\nc7VteHi4jh8/rqysrDL3y8zMLFJjxDyByJqcnFzqttTU1ArdiwwAAASGSZLNWrSRW9J9gPdH1VD3\nNufkL/d8xtLPhZvBeevr6pHrOhe5Svj0PmZZzPlX6k7cvEQvDLus3HwbF0ZrYOfmZe5TK9ymhrUj\nfHE4AOCsZbPZ1KBBA+3du1cJCQlq2rSp0ZEAAICHHE6n1u9NUM+2DX0+dk6eXRv2HfX5uAAAlKRS\nNp537Nih+Ph4tW3bVuecc07A54+KitLhw4fLbLhKRe99HBUVZcg8gcjqyWsDAACnFTR8C5q1rkav\n1aLdEaHq2CTWdZXw6f8XXQ46Y22sxl914anGb9GlpQsvNf3k9h/00pie5Wba/UOMRl3aptz9akeE\nqnndWt4fBACAzx07dkwSt0cCAOBssGZXvF8azxvjEpWVa/f5uAAAlKTSNZ4PHz6scePGyWaz6b//\n/a8hGVq1aqXNmzcrLi5OTqdTphLu7SdJ+/btK1JjxDyBygoAwNnEail0de+pRm5kqE0t69Uq3vgt\nuHL41H6pv0Rr9GVtCjV+CzeVTzeUn9+6RJPH9JTVYi7172dJSlhRV3f2urDczAujwtWhcWy5+5U1\nFwDg7LFhwwalpaWpS5cuioyMNDoOAADwUtyxE4o/nq56ke6vrFmWtbtZZhsAEDgBaTw/9dRT2rNn\nT5n7OJ1O7d+/Xxs2bFB6errat2+vDz74QB988EGJ+z///PN+W0qsffv2mjdvnk6ePKlt27bpvPPO\nK3G/3377rUiNEfMEKisAAP4WbDUrJMgqBec3ThtG11B4ePjpJaALNXWDTt0bOOl/Ubqxa8sSm8VB\nltPLQr/492L9a1QPBVvNslrMMpfQnE1fO18P9etcbs6fYmrq8tblr8iSn9fi/oEAAKAc+/fv1x13\n3KGwsDD95z//MToOAADwkbW74jWonFsTuSM7z66th8peKRMAAF8KSON50aJFWr9+vVs1Gzdu1MaN\nG0vd/uCDD/qt8dy/f38988wzkqSFCxeW2sxduHChJOmcc85Rx44dDZknUFkBAPC3nDyHcvJypLwc\nSVJSepbS7SZZLWZZzSZZzPlNY4vZJKs5//+p6VnacSRVVsup7WaTLKf2t566/7DVbFJ8arrW7DpS\nZJwi+5rNSj6Zqd0JqWfMYXaNHXTqeafTafCRAgCcjR577DEdPny4zH0cDof279+vP/74Q5mZmerc\nubP++9//lrpa2JQpU1S/fn1/xAUAAH6wbne8BnRqVuLJ0p44kpouB/+GBQAEUEAazxdccIGsVt9O\nVaNGDZ+OV1jnzp3VoUMH/fnnn3rzzTd19913q2bNmkX2+fnnn7V69WpJ0q233urRspa+mCdQWQEA\nCJQ8R/4/ijOy85TjzClz38S0TG3cn1jumDviUzR33c4y9/ltT4Je+a78E+XWbIpT2kfLXc3v/CZ2\n8cdrdx3R1EXri243m2WxnG6cB1nM2nEkRd/8sftUk/z09iINd7NJiScytPVQUgmN86JN9Dy7Q7l2\nhyxmk88+rAAA+N/ChQu1fft2t2rWr19f5knekyZNovFcyfRbOEMRQcGSpJbbN2rwnOlu1XtSU1Xq\nyGhsHRmNrSOjb+qqQsaK1KWu+krR4SFFn/z5Z2niRLfnsq5aqcGH3b/iuToff6Pn8rSuKmT0tI6M\nxtaR0di6QMyVlpujj9yeoXQBaTx/9JEvIwfGK6+8oquvvlqHDh3S4MGDNWPGDJ177rmSpBUrVmjE\niBGSpPr16+uRRx4pcYyhQ4dq3759ioiI0E8//eS3eXwxBgAAqDinU8q1O5Rrl/L/U1xqRrZ2xqeW\nO9bexONa9Oe+cvf7Y99RvfH9n+Xut2bzft3/Sf7PHWaTqdgV2wXN7V92HNbkhb8VvTq8UFO84Mrv\nrYeTNXfdzkK1pxviQZbTV5DHp6ZrY1xikQZ88SvRzcrOtSs9O9e13WwycVIcAEjq0KGDatWq5dMx\nQ0NDfToevLdo4BjZwiMkSYPnTNf8oXe4Ve9JTVWpI6OxdWQ0to6MvqmrChkrUpfYqoFuuvyMVS0n\nTpQmT3ZrnsMpJ7X5r30cfx/UkdHYOjIaW0dGY+sCMVd2epq0bJ7bc5QmII3nquiqq67SK6+8okce\neUQ//fSTmjZtqhYtWig9PV0HDhyQJEVGRmrhwoWKjIwscYy///5b27dvL3W7r+bxxRgAAODs43A6\nlZPnlORQ5hnb0rJyFHfsRLlj7D92Qsv+3l/ufhv3J+rd5X+Vu9+arQf0yGcrizx3egn0/Ob2ym0H\n9fScX4otr1502XWT/tp/TDNXbTl95XehRnfhJvnB5DT9uvNIseXVXWOf+n96Vq4ST2S6chSe22ym\nOQ7Avz7//HOjIwAAgEpg/d4EDevWSsFWi1fjrN0VrzAfZQIAoKJoPJfhoYce0oUXXqhnn31Wq1ev\n1rZt2yTlnzU+ePBgTZ48WY0aNaoU8wQqKwAAgK/lOZzKc9iVnZf/+8ycPB09cWarvLgjqSf1y84j\n5e63+WCSZqzaUu5+a3Yc0lNzfilxm8kk19Xgv2w5oCc+/18pS62fvrr7z31H9cFPf5e8fLqrSW7W\nvmMntGLrwWLLq595v/ITGdk6lHLyjOXVT4/F8uoAAABA1ZeVa9em/cfUuVldj8dwOJ36bU+8rvBh\nLgAAKoLGczl69+6t3r176/jx4zp06JBsNpvOPfdc2Wy2cmvnzp2rzMzMCt3f2pt5fDkGAAAAiiu8\nvHpOnl2pGdnl1iScyNDvexPK3W/74WR9/mv593Vds+uIXpi3tsx9zCaT1v4dp4c/XVHkiu3T9xY/\nfWX5+r0JemfZxuL3KC+05Pqu+FQt3rjP1QA/3TgvNLbZpKSTmdoVn1ri8uqFm+wOp1NOp5Pl1QEA\nAIAyrN0d71XjeceRFKWkl/9vFgAAfM2njefExETFxsb6ckiXzMxM2e121ahRwy/jlycyMtLtZarb\ntWsXkHn8MQYAAACqHofTKbvDqYycvHL3PZaWqb/2Hytzn91HU7Vw/e5yx/p9T4JeXbS+3P3WbIpT\n2kc/FmlgF766u+C5NbuOaOqi9aeb2GcupX7qKvDtR5K1YP3uUpZPPz320RMZ2nIoqdg9zAua8QX3\nK8+zO5STZ2d59aquTo/Tj23pkuYYFgUAAMATmw8mKS0zRxGhwR7Vr9sd7+NEAABUjE8bzwMGDFDr\n1q311FNPqXnz5j4ZMzs7W9OmTdOLL76ob775RhdddJFPxgUAAABgjNPLq9tL3H48I1s741PLHWdf\n4gkt2biv3P027DuqN7//s9z91mzerwdm/Czp9PLqZ17dbbWY9cuOw/r3gnXFllcvfIV5kNmsrYeS\nNWftjmLLq7seW8w6nHJSv+9JKOUq8dPPZebk6XhGdpGxWF69avLnCdvp6ekymUwKC+OOjgAAVGUO\np1O/703QlW0bul2bk2fXH3uP+iEVAADl82nj2Wq1asaMGZo1a5aGDh2qMWPGqE+fPrJYLG6PtXPn\nTs2cOVMffvihDh06JJPJxJLRAAAAAALi9PLqjmLb0rJytD8prdwx9ied0PLNB8rcZ9OBY/rg57/L\nHWvNtoOa+Pn/ij1vNpkUVOhK75VbD+qpr345fW/xUpZa/2t/omas2lJsefX835sVdKrpfSApTb/s\nOFykAV/0cX4T/GRWjo6eyCi2vLrVkt8cZ3n103r16qVu3bpp0qRJaty4sU/GzMzM1Ntvv62XXnpJ\nK1euVJs2bXwyLgAAMM7aXUc8ajz/GZdY6gmeAAD4m08bz999952ef/55vfnmm/r888/1+eefq27d\nuhowYIC6deumbt26qU2bNiU2ohMSErRu3TqtXbtWy5Yt09q1p+9fd9lll2nq1Km64IILfBkXAAAA\nAKo0h9NZ5IPFrNw8JaZlllt3JDVdv+48Uu5+Ww4laeb/tpa735odh/X0nF9L3V6wRPrqzQc0cfaq\nYsurF2yvkZehC+N/U92kOM38fo3sIRFn7Ft0yfV9iSf085YDRZZXr3PshCxms8wmKe1k+cci0CwW\ni95//33NmDFDw4YN05gxY3TVVVfJbDa7PdbWrVs1Y8YMffTRR0pISJDZbFZwsGdLcgIAgMol7lia\n4lPTVa9WuFt1a3exzDYAwDg+bTxHRkbqlVde0T333KNnnnlGX375pRISEvT+++/r/ffflySZzWZF\nRkYqOjpaNptNycnJSk5OVk5OTrHxOnfurIkTJ2ro0KG+jAkAAAAACKCC5dVz7XYdzyz+b78CPVP/\nUP20LbqmR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          }
        }
      ],
      "source": [
        "x_plot = 0\n",
        "\n",
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "l4_EME.plot(z=0.005, ax=ax[0])\n",
        "\n",
        "l4_EME.plot(x=x_plot, ax=ax[1])\n",
        "l4_EME.plot_grid(x=x_plot, ax=ax[1], lw=0.4, colors=\"r\")\n",
        "ax[0].set_aspect(6)\n",
        "ax[1].set_xlim(-0.7, 0.3)\n",
        "ax[1].set_ylim(-0.25, 0.32)\n",
        "plt.show()"
      ],
      "id": "eddbdbf3"
    },
    {
      "cell_type": "code",
      "execution_count": 26,
      "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\">19:17:49 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'L4 EME sweep'</span> with resource_id                       \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'eme-2f525943-c71d-4c2a-aad8-b13c061b1b07'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'EME'</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>Tidy3D's EME solver is currently in the beta stage. Cost of EME    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>simulations is subject to change in the future.                    \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"890371a55dae4ff584867b9a3024cb35\",\"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\">19:26:18 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.429</span>. For this solver type, the        \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>estimate is the final billed cost.                                 \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\">19:26:19 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\":\"e935986007d94d1eb081b6a56147843c\",\"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\">19:26:24 UTC </span>Loading results from simulation_data.hdf5                          \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "l4_EME_data = web.run(l4_EME, task_name=\"L4 EME sweep\")"
      ],
      "id": "e27ca5db"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We want to examine the scattering matrix in the bases of modes in each\n",
        "junction arm. The `EMESimulationData.smatrix_in_basis` data is thus what\n",
        "we want to examine."
      ],
      "id": "c2c66c7f-f10f-4c61-b0b6-cb1f4a917949"
    },
    {
      "cell_type": "code",
      "execution_count": 27,
      "metadata": {},
      "outputs": [],
      "source": [
        "TE0_TE0_port1 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 1\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=0, mode_index_out=0)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")\n",
        "TE0_TE0_port2 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 2\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=0, mode_index_out=0)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")\n",
        "TE0_TM0_port1 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 1\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=0, mode_index_out=1)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")\n",
        "TE0_TM0_port2 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 2\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=0, mode_index_out=1)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")\n",
        "\n",
        "TE1_TE0_port1 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 1\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=1, mode_index_out=0)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")\n",
        "TE1_TE0_port2 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 2\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=1, mode_index_out=0)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")\n",
        "TE1_TM0_port1 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 1\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=1, mode_index_out=1)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")\n",
        "TE1_TM0_port2 = (\n",
        "    l4_EME_data.smatrix_in_basis(modes2=l4_EME_data[\"l4 port 2\"])\n",
        "    .S21.sel(f=freq0, mode_index_in=1, mode_index_out=1)\n",
        "    .abs.data\n",
        "    ** 2\n",
        ")"
      ],
      "id": "30b52f1d"
    },
    {
      "cell_type": "code",
      "execution_count": 28,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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a6frmzZvLZjuHhYWhffv2uHDhApKTkyEIAgICArB+/Xo0aNAA79+/zzaeGjVqyJbYvnr1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\nrTW53b9//3zfb09RU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Kxq1KihSpUq5XvevMxz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8wvDhwwkKCuLkyZO89tprnD59usDObe83BwQE0L59e4/17P3m5ORktm/fXiBtUb+5hGnUCFau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\n/we+Io7wHSzS6gAAAABJRU5ErkJggg==\n"
          }
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Optimal L4: 117.08333333333331"
          ]
        }
      ],
      "source": [
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "ax[0].plot(l4_scales * l4_sweep, TE0_TE0_port1, c=\"red\", label=\"TE0 in port1\")\n",
        "ax[0].plot(l4_scales * l4_sweep, TE0_TE0_port2, c=\"blue\", label=\"TE0 in port2\")\n",
        "ax[0].plot(l4_scales * l4_sweep, TE0_TM0_port1, c=\"purple\", label=\"TM0 in port1\")\n",
        "ax[0].plot(l4_scales * l4_sweep, TE0_TM0_port2, c=\"green\", label=\"TM0 in port2\")\n",
        "ax[0].set_xlim((0, 200))\n",
        "ax[0].set_ylim((0, 1))\n",
        "ax[0].legend()\n",
        "ax[0].set_xlabel(\"L4 (μm)\")\n",
        "ax[0].set_ylabel(\"Mode conversion efficiency\")\n",
        "ax[0].set_title(\"TE0 Input\")\n",
        "\n",
        "ax[1].plot(l4_scales * l4_sweep, TE1_TE0_port1, c=\"red\", label=\"TE0 in port1\")\n",
        "ax[1].plot(l4_scales * l4_sweep, TE1_TE0_port2, c=\"blue\", label=\"TE0 in port2\")\n",
        "ax[1].plot(l4_scales * l4_sweep, TE1_TM0_port1, c=\"purple\", label=\"TM0 in port1\")\n",
        "ax[1].plot(l4_scales * l4_sweep, TE1_TM0_port2, c=\"green\", label=\"TM0 in port2\")\n",
        "ax[1].set_xlim((0, 200))\n",
        "ax[1].set_ylim((0, 1))\n",
        "ax[1].legend()\n",
        "ax[1].set_xlabel(\"L4 (μm)\")\n",
        "ax[1].set_ylabel(\"Mode conversion efficiency\")\n",
        "ax[1].set_title(\"TE1 Input\")\n",
        "\n",
        "plt.show()\n",
        "\n",
        "l4 = l4_sweep * l4_scales[np.argmin(TE0_TE0_port2[:40])]\n",
        "print(f\"Optimal L4: {l4}\")"
      ],
      "id": "e6d578ef"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Full FDTD Device Simulation\n",
        "\n",
        "Now we will combine our optimized taper and Y-junction to create a full\n",
        "polarizer/rotator in FDTD and examine the results:"
      ],
      "id": "9f4a7ba7-9254-4e75-b829-ae1a15a4411a"
    },
    {
      "cell_type": "code",
      "execution_count": 29,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Add buffer to extend structure into the boundary to avoid sidewall angle trouble\n",
        "buffer = 10\n",
        "\n",
        "# Create full polarization rotator/splitter structure in LNOI\n",
        "full_pts = [\n",
        "    (-buffer, -w0 / 2),\n",
        "    (0, -w0 / 2),\n",
        "    (l1, -w1 / 2),\n",
        "    (l1 + l2, -w2 / 2),\n",
        "    (l1 + l2 + l3, -w3 / 2),\n",
        "    (l1 + l2 + l3 + 2 * l4, 2 * (-split / 2) - w5),\n",
        "    (l1 + l2 + l3 + 2 * l4, 2 * (-split / 2)),\n",
        "    (l1 + l2 + l3, -w3 / 2 + w5),\n",
        "    (l1 + l2 + l3 + 2 * l4, 2 * (split / 2)),\n",
        "    (l1 + l2 + l3 + 2 * l4, 2 * (split / 2) + w4),\n",
        "    (l1 + l2 + l3, w3 / 2),\n",
        "    (l1 + l2, w2 / 2),\n",
        "    (l1, w1 / 2),\n",
        "    (0, w0 / 2),\n",
        "    (-buffer, w0 / 2),\n",
        "]\n",
        "full_structure = make_ridge_waveguide(full_pts)\n",
        "\n",
        "# Create mode monitors\n",
        "full_port1 = td.ModeMonitor(\n",
        "    name=\"Full Port 1\",\n",
        "    size=(0, w4 + 1.5 * split, td.inf),\n",
        "    center=(l1 + l2 + l3 + l4 - 1, (-w3 / 2 + w5) + split / 2 + w4 / 2, 0),\n",
        "    freqs=freqs[::2],\n",
        "    mode_spec=td.ModeSpec(\n",
        "        num_modes=num_modes,\n",
        "        target_neff=n_o,\n",
        "        angle_theta=np.arctan((split / 2 - (-w3 / 2 + w5)) / l4),\n",
        "    ),\n",
        ")\n",
        "full_port2 = td.ModeMonitor(\n",
        "    name=\"Full Port 2\",\n",
        "    size=(0, w5 + 1.5 * split, td.inf),\n",
        "    center=(l1 + l2 + l3 + l4 - 1, -split / 2 - w5 / 2, 0),\n",
        "    freqs=freqs[::2],\n",
        "    mode_spec=td.ModeSpec(\n",
        "        num_modes=num_modes,\n",
        "        target_neff=n_o,\n",
        "        angle_theta=np.arctan((-split / 2 - w5 / 2 + w3 / 4) / l4),\n",
        "    ),\n",
        ")\n",
        "full_field = td.FieldMonitor(name=\"Full Field\", size=(td.inf, td.inf, 0), freqs=[freq0])\n",
        "\n",
        "auto_x = td.AutoGrid(min_steps_per_wvl=11)\n",
        "\n",
        "# Create simulation\n",
        "full_sim = td.Simulation(\n",
        "    center=((l1 + l2 + l3 + l4) / 2, 0, 0),\n",
        "    size=(l1 + l2 + l3 + l4, 4 * split + w4 + w5, 5 * film_thickness),\n",
        "    structures=full_structure,\n",
        "    grid_spec=td.GridSpec(grid_x=auto_x, grid_y=auto_yz, grid_z=auto_yz, wavelength=wvl0),\n",
        "    medium=SiO2,\n",
        "    sources=[],\n",
        "    monitors=[full_port1, full_port2, full_field],\n",
        "    run_time=5e-12,\n",
        ")\n",
        "\n",
        "\"\"\"\n",
        "Solve for modes to be able to launch them as a source. We will create two simulations, one with the TE0 mode as a source, and one\n",
        "with a TM0 mode as a source.\n",
        "\"\"\"\n",
        "full_mode_solver = ModeSolver(\n",
        "    simulation=full_sim,\n",
        "    plane=td.Box(center=(1, 0, 0), size=(0, td.inf, td.inf)),\n",
        "    mode_spec=td.ModeSpec(num_modes=3, target_neff=n_o),\n",
        "    freqs=[freq0],\n",
        ")\n",
        "full_source_TE0 = full_mode_solver.to_source(\n",
        "    mode_index=0,\n",
        "    direction=\"+\",\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n",
        ")\n",
        "full_source_TM0 = full_source_TE0.updated_copy(mode_index=1)\n",
        "\n",
        "full_sim_TE0 = full_sim.updated_copy(sources=[full_source_TE0])\n",
        "full_sim_TM0 = full_sim.updated_copy(sources=[full_source_TM0])"
      ],
      "id": "32d0ae06"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Before we run we’ll check that we’ve constructed the simulation\n",
        "correctly."
      ],
      "id": "902afeba-5d32-4748-b12e-9cffa618d839"
    },
    {
      "cell_type": "code",
      "execution_count": 30,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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WrZW2XTL2Xbt2yTCMch/IAgBUjftBSPeIZ0Y+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\nFBMTo06dOumMM85Q69atA1ZHIPvrZhiG/vjjD61atUqpqak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iUb0NwZw5czRv3jxJxcn0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\nql27durYs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          }
        }
      ],
      "source": [
        "_, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
        "full_sim_TE0.plot(z=0.005, ax=ax[0])\n",
        "full_sim_TE0.plot(x=l1 + l2 + l3 + l4, ax=ax[1])\n",
        "ax[0].set_aspect(6)\n",
        "plt.show()"
      ],
      "id": "2d62b0d6"
    },
    {
      "cell_type": "code",
      "execution_count": 31,
      "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\">19:26:44 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'Full FDTD pol/rot TE0'</span> with resource_id              \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-604a5804-21a9-47ce-8033-e847fb207eed'</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-604a5804-21a9-47ce-8033-e847fb207eed\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-604a5804-21a</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-604a5804-21a9-47ce-8033-e847fb207eed\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">9-47ce-8033-e847fb207eed'</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\":\"18414b1cf0f34dd68d5db63a8df98142\",\"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\">19:26:45 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">15.949</span>. This assumes the FDTD solver    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>runs 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\">19:26:46 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\":\"f8567c1ef60b45b3bbe8431e859a1f90\",\"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\">19:31:48 UTC </span>Loading results from simulation_data.hdf5                          \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><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Warning messages were found in the solver log. For more   </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">information, check </span><span style=\"color: #008000; text-decoration-color: #008000\">'SimulationData.log'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or use                     </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.download_log(task_id)'</span><span style=\"color: #800000; text-decoration-color: #800000\">.                                       </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\">19:31:49 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'Full FDTD pol/rot TM0'</span> with resource_id              \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-f66e87a7-2336-4689-aed2-d5a9a876ef19'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
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          "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-f66e87a7-2336-4689-aed2-d5a9a876ef19\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-f66e87a7-233</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-f66e87a7-2336-4689-aed2-d5a9a876ef19\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">6-4689-aed2-d5a9a876ef19'</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\":\"b78237ad10b345869a7e17f31d22f2f6\",\"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\">19:31:50 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">15.949</span>. This assumes the FDTD solver    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>runs 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\">19:31:51 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\":\"ec04ba023d8e4b679bd427d68828ff90\",\"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\">19:31:59 UTC </span>Loading results from simulation_data.hdf5                          \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\">19:32:00 UTC </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Warning messages were found in the solver log. For more   </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">information, check </span><span style=\"color: #008000; text-decoration-color: #008000\">'SimulationData.log'</span><span style=\"color: #800000; text-decoration-color: #800000\"> or use                     </span>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.download_log(task_id)'</span><span style=\"color: #800000; text-decoration-color: #800000\">.                                       </span>\n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "full_TE0_data = web.run(simulation=full_sim_TE0, task_name=\"Full FDTD pol/rot TE0\")\n",
        "full_TM0_data = web.run(simulation=full_sim_TM0, task_name=\"Full FDTD pol/rot TM0\")"
      ],
      "id": "9e68963f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Full Device Results\n",
        "\n",
        "Plotting our results, we can see that we get high contrast and low\n",
        "insertion loss for both TE0 and TM0 inputs."
      ],
      "id": "9cec689f-a907-4770-9d3e-1897ee340848"
    },
    {
      "cell_type": "code",
      "execution_count": 32,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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NGDBAY8aMiTjAW3L/Pnzn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ID5OdJA9LFILot1M5LZiXL2iFyZWObnJ9pPKERymcmJMoG/gBcNT4T2FHT52kQml4VG58f4PoW8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XXHBBQG7nzp0AgIqKitg6GjdujB07dqCysjLnOjQ06jO036wRB31PaIjQ94OGDH1PaMjQ90T9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\nfO43//znP8fBBx8MILv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iIiIiIi6iREIhHCQwMRHhqI7Jx8XEhIRtLV69Dp9PUeV6GuxOmzl3Dm\n3CUEdvNHVGQouvh780NQIiIiave0Wh2KikpQUFRSdV9YdV9YVAKNRmuzukQiIZydlHBxVsLZ2RHO\nztWPlVAqHSASCm1WG1FrYlhtJyoqKnD69GnExcUhIyMDADBkyBDMmzevSeNkZGRg+/btuHHjBmQy\nGcLCwjB16lQoFIq2KJuIiIiIiIiI2ilvL3d4j3XHsKF9cOnyNVy4mFzvntYAYDAAKanpSElNh6uL\nE6J6hSI8NJD7GhIREZFdqzlLurCwBAVFxcZguqG/f9qSVCKuFUJX3zs7K+HowNnR1DkwrLaxlStX\n4pdffsG5c+eg0WhqtT388MONDqtVKhWee+45/Pe//4VeX/tqaBcXF3zwwQd46KGHWq1uIiIiIiIi\nIuoYFHIZ+veNQN/ePZCalo74C0m4mZ7d4HGFRSU4dOQ0Yo+fR4+wIPSK7A43V2crVExERERkXvUs\n6cLqW+Htx7aaJa1QyKpmSLso4exUNUu6OpSWc+9oIobVtrZlyxacPHkSMpkMQ4cOxcCBA/Hpp582\naQytVou5c+di586dAIBRo0Zh7NixKCsrw8aNG3H9+nU8/PDDKCoqwtNPP90Wb4OIiIiIiIiI2jmh\nUIDgwC4IDuyCgoJiXLiYjMtXUhr8YFej0SI+IQnxCUno4u+NqF6hCOzqD6GQH7wSERFR6zMYDFCp\nKuqE0cUoLCxBiY1mSSuVDlUBtFPt5bqdnRy5Ag1RAxhW29iLL74IX19f9O3bFxKJBBUVFU0Oq1et\nWmUMqlesWIGXXnrJ2Pbmm29i9uzZ2L17N5577jlMnjwZvXr1atX3QEREREREREQdi5ubM0aN6I8h\ng6KQmJSK+AtJKCwqafC4m+nZuJmeDaXSAb16dkdEj2Ao5DIrVExEREQdjT3NkhYKBXByujUj2qnm\nct2OcHZyhEgksmo9RB0Jw2obmzlzZouOr6iowFtvvQWgakZ1zaAaABwcHPDdd98hJCQEFRUVWL58\nOTZs2NCi1yQiIiIiIiKizkEqlSAqMhS9enbHzfRsxCckIfV6OgyG+o8rLVUh9vh5nDh1Ad1DuiIq\nMhTeXu7WKZqIiIjaFY1Gi4LCYuTnFyG/oAgFhSUoLCy2ySxphVwGV1cnuLo4wdXVuerexQlOTg4Q\nCoVWr4eoM2BY3c7t2rUL+fn5AIDHH3/cbB8/Pz/MnTsX69evx5YtW6BSqeDg4GDNMomIiIiIiIio\nHRMIBAjo4oOALj4oKSlDwqWruHjpKirUlfUep9PpkXglFYlXUuHt5Y6oyFB0Dwng7CMiIqJOSK/X\no6i41BhK5926Ly4us2odQqEALs7VgXTte5lMatVaiIhhdbu3e/du4+OJEyda7BcdHY3169ejvLwc\nR44cQXR0tDXKIyIiIiIiIqIOxsnJEUMH98bA/pFIvpqG+IQk5OQWNHhcdk4+9u6Pw5HYs4iMCEFk\nzxAoHXkxPRERUUdjMBhQpqowhtL5+UXIKyhCYWExdDq91eqoNUu6xkxpzpImsi8Mq9u5CxcuAAC8\nvb3h7e1tsV9UVFStYxhWExEREREREVFLiMUi9AgPQnhYILJz8hGfkITkq2nQ6+tfI7yiQo1TZy7i\n9NlLCA70R6/IUPj7eUEgEFipciIiImot6kpNrVA6v6DqplZrrPL6nCVN1P4xrG7nUlNTAQBdu3at\nt1/N9pSUlCa9RkGB5aujCwsLmzQWEREREREREXUsAoEAPt4e8PH2wPAhfXHx8jUkXExGmaq83uMM\nBgOuptzE1ZSbcHNzRlRkKMJDAyGR8OMqIiIie6PT6VBQWFI7lM4vQmlZ/b/vW0v1LGkXFye4GQNp\nZ86SJuoA+Nd/O1dcXAwAcHJyqrefUqk0Pi4pKWnSa7i7uze9MCIiIiIiK1i8eDEyMzNx991345FH\nHrF1OUREnZ6DgxwD+/dE/749kJKajviEJKRn5DR4XEFBMQ4ePoXY4+fRt3c4+kSFM7QmIiKyAYPB\ngJKSMuQXFBv3lM7PL0JRUQn0hvpXT2kNzs6OcHdzgZurc1UwzVnSRB0e/+pv5yoqKgAAUmn9/1DL\nZDKTY4iIiIioffnuu+/w3XfftWiMb7/91rjqztNPP43z588b21555RWMHTu2wTHuu+8+ZGRkGL9e\ntWpVrW1n6oqPj8eGDRtw+fJlVFRUICAgANOnT8e0adMgEola8G6AQ4cOITU1Ff369WvRONQ6DAYD\nrly5gri4OMTFxeHSpUvQ6/VwcXHBb7/9ZuvyiMiKhEIhQoIDEBIcgPz8IsQnJCExKRVara7e4yor\nNTh+8gIuJCRjYP9IREQEQ8TZUkRERG2iokJdFUjf2lM6P78IBYXF0Gi0bf7aCrkM7u4ucHd3gYdb\n1b2bqzMvViPqhPh/fSOsXLmy3qWwG+ONN96AWNz6326FQoHi4mKo1ep6+9VsVygUTXqN/Px8i22F\nhYUICQlp0nhERERE1DxXr17Fnj17WjRGWVmZ8fHx48dx+PBh49ceHh4NhtUnT57EDz/8UOs5S1vD\naLVaPP300/jkk09gqHMF/meffYYhQ4bgf//7H4KDg5v4Lqg1zJ8/H0VFRVi8eDGWLFnS4vF++ukn\nPPHEE2bPnTw8PFo8PhG1X+7uLhgzaiCGDu6Ny1dScSEhCUXFpfUeoyqvwMEjp3A2PhFDBkWhe3AA\n97QmIiJqgcpKDXJyC6puOfnIzi1ASUlZwwe2kFgsgrubS9XN3QUe7i5wd3OGQiFv89cmovaBYXUj\nfPbZZ8a9oZvrP//5T5uE1c7OzsjKyjIuB25JzfaGlgyvy83NrVm1EREREVHruv/++zFq1CizbWvX\nrsWPP/4IAPjmm2+Ms6fr6tatm8lzYrEYWq0WmzZtQmFhIVxdXS3WsG7dulrH1Ofxxx/Hl19+CQCY\nPHky7r//fjg6OuLAgQP45JNPEBcXh8mTJyM2NrbZW8/8+OOPKC8vR2BgYLOO78z279+PvLw8DBs2\nrFXGS09PR0FBAUJDQzFkyBAMGTIE3333HU6dOtUq4xNR+yeTSdEnKgy9e4Xixs0sxF9IQmpaRr3H\nFBeXYvfeYzjr6Yahg3sjoIuPlaolIiJqv7RaHXLzCpGTm4+cnAJk5+SjsKhp24M2lUAggKuL0hhK\nV8+YdnJy5AVnRFQvhtWN8MILL6CoqKhFY0gkklaqpragoCBcuXIFaWlp9fa7ceOG8TFnrhARERG1\nTyEhIRZXtdm3b5/x8fDhwxEREdHocSMjI1FUVITU1FRs2LABjz76qNl+Go0G69evBwBMmzYNW7Zs\nsTjmvn37jEH1I488gv/+97/Gtjlz5mDSpEmYMWMGkpKS8Oqrr2LNmjWNrremkSNHNus4an333nsv\nHn744VoXu27bts2GFRGRvRIIBOga4IuuAb4oLi7FhYvJuJR4DWq1xuIxObkF2LrtAAK6+GDo4N7w\n8uSF9URERACg0+uRn1+EnNyqUDontwAF+UVtur+00lEBN7fqWdLVS3g7tXibJyLqnBhWN8Jjjz1m\n6xIsioqKwq5du5Cbm4uMjAz4+fmZ7Xf27NlaxxARERERVRMIBLjvvvvwxhtvYN26dRbD6i1btiA3\nNxdubm6YPXt2vWH1ihUrAFSt0vPBBx+YtE+bNg0LFizA+vXr8cUXX2DZsmVcKrqds3QuQkRUH2dn\nJYYP7YuB/SNx9nwizsUn1rtP5o2bWbhxMwuhIV0xeFAUXJyVVqyWiIjItvR6AwqLSm4t4101azov\nvxA6nb5NXk8qlcDD3aUqmK6eMe3mDJlM2iavR0SdE8Pqdm7y5Mn48MMPAQC7du3C/fffb7bfrl27\nAABKpRLDhw+3Wn1ERERE1D4sWbIEb7zxBo4ePYrExESEh4eb9Fm7di0AYMGCBZDJZBbHys/PR0xM\nDADg7rvvhqOjo9l+Dz74INavXw+NRoPNmzfjwQcfbHLdixcvRmZmJu6++2488sgjJu3Tp09HZWUl\n/va3v2HBggUoKyvDd999hyNHjqCgoADdunXD3LlzMWnSpCa/dn2vk5+fj2+//RYnT55EaWkpgoOD\ncdddd1lcxr2m0tJS/Pbbbzh48CAyMzMhk8kQFBSEadOmITo6ukl1lJSU4Mcff8SxY8eQkZGBkSNH\norKyEseOHTNuFVTdXlNr7WNNRNRYUqkEgwf2QlRkd5w8fREJl5Kh11ueEZZ0NQ1Xr91Az54hGNgv\nEg4O3PeSiIg6FoPBgOKSMuTcmi2dnZOP3LzCei/qai6hUAg3N+dagbS7uwscHRRcwpuI2hzD6nZu\nwoQJ8Pb2RnZ2NtasWYP77rvP5JdHamoqNm/eDACYO3cu5HKewBERERFRbd27d8eoUaNw6NAhrFu3\nDm+++Wat9uzsbOOSzkuWLEFiYqLFsY4ePWrcz3rMmDEW+40YMQIikQg6nQ4HDx5sVlh96NAhpKam\nol+/fmbb9+7dC7VajejoaMTHx2PmzJlITU2t1eezzz7D4sWLsXbt2mYvW1fzdQ4fPoxZs2YhPz+/\nVp+PP/4YixcvxjfffGNxm6BNmzbhkUceQXZ2tknbBx98gGHDhuHnn3+2uCd5zTpiY2MxZ84cZGZm\nGtudnJxQUVGBPXv2GJ9LSUlBSkpKrXFaax9rIqKmUijkGDWiP/pEhSHu5AUkJV+32FdvMOBCQjIu\nJ6agb+9w9O3dA1Jp22zDRkRE1JYMBgPKVOXG/aVzcguQk5tf7xYZzSUUCuHp4QovLzd4ebrD29MN\nrq5OEAqFrf5aRESNwbC6nZNKpXj11VfxxBNP4Pjx43j55Zfx1ltvGduLioqwaNEiVFZWQiKR4NVX\nX7VhtURERERkzx544AEcOnQI33//PV5//fVaH1b88MMP0Gq16NmzJ4YMGVJvWH3x4kXj4x49eljs\n5+joiICAAKSmpiIhIaF13oQFubm5mDJlClxcXPDhhx8iLCwMubm5+Pzzz3Hs2DH88MMP6N+/P555\n5pkWvU5mZibuuOMOeHl54dVXX0VYWBgyMjLw7bff4vDhw/jhhx9gMBjwww8/mBy7efNmzJs3D3q9\nHu7u7njyyScxcOBAqFQqbN261TgDeuTIkTh16hQ8PT3rrWP69Onw8vLC888/jx49ekAqlcLHxwd6\nvR5PPfUU5s+fj+LiYtx7770ms6iDg4Nb9H0gImopZ2closcPRb/e4Yg9cR5pN7Is9tVqdTh5+iIu\nXEzGgH6R6NUzhHtmEhGRXSsvVyMnNx/ZOVWhdE5OAVTlFa3+OgKBAO5uzlWhtJcbvLzc4e7mApGI\nwTQR2Q+G1TZ2/Phx/Pbbb8avdTpdrbYXX3zR+LVMJsOyZctMxnjsscewZ88e/P7773j77bfx559/\nYuzYsSgrK8PmzZuRl5cHAPj0008RGhrahu+GiIiIqPG0Wh2KS0ptXYZVODspIRbb/4fmd999N/75\nz38iLS0NMTExmDhxorFt3bp1AKoC7YbcvHnT+LhLly719u3SpQtSU1ORnp7ezKobZ/Xq1Zg4cSL+\n+OMPSKW391dbuHAhRowYgZMnT+L999/HU0891aIZBZ9++imGDRuGHTt2QKFQGJ9/6KGH8PDDD+Pb\nb7/Fjz/+iMWLF2Pq1KnG9pKSEjz00EPQ6/Xo1q0bDh8+jICAAGP7PffcgxkzZmDhwoVIS0vD//3f\n/+Gnn36qt44xY8bgzz//tLhke/Xs7qCgoAaXFycishVPTzfMmDoGN9OzcSzuHHJyCyz2raioxJFj\nZ3A+PhGDB0YhLLQbly4lIiKb0+sNyMsvRHp6NrJy8pGdk4/SUlWbvJarixO8vNzg7ekOLy83eHi4\nQiJmDERE9o3/StnY2bNnsXLlSrNt586dw7lz54xfOzo6mg2rhUIh/ve//+G1117DqlWrcP78eZw/\nf97Y7ufnh9WrV2P+/Pmt/waIiIiImqm4pBQ//7bT1mVYxd3zJ8PdzcXWZTTI2dkZc+fOxY8//oh1\n69YZw+rTp0/j3LlzEIlEuO+++xocp7T09kUIDg4O9fatbq95TFsQiURYt25draAaqFqp6F//+hcW\nLFiA9PR0JCQkICoqqtmvo9Pp8O2339YKqoGqGQ2rV6/GX3/9haysLHz88ce1wurvv//eeJHp6tWr\nawXV1RYsWIA//vgDGzZswM8//4x33nnHbD+gahnBb775pt69xYmI2pMu/t6YN3sirl67gbgT8Sgq\ntvx7o6RUhb3743D2/GUMHdwbXQN8GVoTEZHV6PV65OYVIj0jBxkZOcjIzEFlG+wz7aR0gJeXO7w8\n3eDt5Q5PTzfIuB0GEbVDDKttbMiQIbWW7a5P3Q/W6ra99dZbePHFF7F3716kpaVBJpMhPDwcY8aM\n4fJXRERERNQoS5YswY8//ojffvsNn3zyCZycnLB27VoAwKRJk+Dv79/gGBrN7X3VxA1cxV89u7ey\nsrL5RTfC1KlT4eXlZbZt6NChxseJiYktCqtHjx6N7t27m21zdHTE3XffjdWrV2Pfvn3QarXG78/O\nnVUXbnh7e2PmzJkWx3/kkUewYcMG6HQ67N27F/fff7/ZfmPGjEG3bt2a/T6IiOyRQCBA95CuCArq\ngsuXr+HEqYR6l0zNyy/CXzsOwc/XC8OG9IaPt4cVqyUios6iZjidnpGDzDYIpx0U8qoZ017u8PKs\nCqgVCl6YSkQdA8NqG+vTpw/69OnTauO5uLhg7ty5rTYeEREREXUuEyZMQNeuXZGWloZff/0Vixcv\nNi433ZglwIGqULZaRUVFvbOry8vLAQBKpbIFVTcsMjLSYlvNvZ+Li4tb9DoDBgxoVHt5eTmuXr2K\n8PBwADDu2T1gwIB6lyEfPHiw8fGFCxcs9uvXr19jSyYiandEQiEie3ZHWGggzl+4gjNnL9UbCmRk\n5uD3zXsRHNQFQwZFwc3V2YrVEhFRR1M7nM5GRmYuNK0YTstkklt7TFeF0l5e7lA6Kho+kIionWJY\nTURERERERkKhEPfddx9WrFiBdevWwdXVFbm5uXB1dcWcOXMaNYarq6vxcUFBAdzd3S32LSio2nvU\nxaVtl0mvLwyvOftbq23Zh0z1vVcA8PC4PauvsLDQ+Lj6+1Cz3RwnJydIpVJUVlYaj2lOHUREHYFE\nIsaAfj0RGRGCU2cuIT4hCXq93mL/ayk3kZKajojwIAwc0Isf/BMRUaO0ZTgtkYjh6eEGby+3WwG1\nG5ycHLl9BRF1KgyriYiIiIioliVLlmDFihU4cOAAysrKAAD33HMP5HJ5o44PDQ01Pk5NTbW4LDYA\nXL9+HQAQFhbWgortR0PLmddsr7mfdPXjho43GAzGQL2+/x7cBog6MrVabbxYw9HREU5OTs0ap7i4\nGHK5vN4tt6h9kMtlGDGsL3r3CsXxUxeQeCXVYl+DwYCLl68hMSkVvXuFoX/fCMhk/BkgIqLb9Ho9\ncnILkZ6RXbWsd1brhdOeHq7w9fGE161w2tXFCUIhg2ki6twYVhMRERGRTTg7KXH3/Mm2LsMqnJ3a\ndonr1hYWFoYRI0bgyJEjOHHiBICqALuxam5zc/LkSUyYMMFsv+TkZGPg1Jpb49hSaqrlgAQAUlJS\njI99fX2Nj/38/HDz5k1cu3at3uOvXbtmnDVY83iijiwpKQlHjhxBXFwcYmNjce7cOeOFHf/4xz+w\nZs2aRo91+vRpvP3229i2bRtKSkoAAEFBQVi4cCFeeumlZgffZB+cnBwxYewQ9O3dA3HHzyM1LcNi\nX51OjzPnLuPi5avo37cnoiJDIRbzQh8ios6oKpwuuL3ndCuF0wIB4OnhBn8/L/j5esHP15MXSBER\nmcGwmoiIiIhsQiwWwd2tbZd+puZ74IEHcOTIEQBAjx49MGzYsEYfO2DAAPj5+SEjIwNbt27Fv/71\nL7P9/vzzT+PjGTNmtKxgO7F3717o9XqL+07v3r0bABAYGAgfHx/j88OGDcOJEydw5swZZGdnw9vb\n2+zxO3bsqHVMS1TPvjYYDC0ah6itLViwACdPnjR+LZFImjXO2rVr8cgjj0Cj0QCo2h6goqICKSkp\neOutt7B+/XrExMQgKCioNcomG/Jwd8G0KaOQkZmLY3HnkJWdZ7GvWq3BsbhzOH/hCgYP6IXwsECL\n/4YTEVHHoNPrkdvG4bS/nxd8fRhOExE1BsNqIiIiIiIysXjxYoSEhAAAunTp0qRjBQIBHnjgAbz9\n9ts4cOAAjhw5ghEjRtTqU15ejo8//hhAVRg+fPjw1incxm7cuIF169bhwQcfNGmLjY3Fzp07AQAL\nFy6s1bZo0SKsWbMGWq0Wb7zxhvF7U1NZWRneeecdAEDXrl0xZsyYFtXq7OyM7Ozseve+JrIHYWFh\niIyMxJAhQzBkyBAEBQXVutijMQ4fPoy///3v0Gq1GDBgAL7++mv069cPGo0GP/zwA5544gmkpKRg\n5syZOHXqFJcG7yD8fD0x547xSLmejrjj8SgoLLbYt6ysHPsOnsDZ85cxZHBvBHXz536hREQdRO1w\nOhuZWXltEE57w9fXEzJp8y6qIyLqzBhWExERERGRCQcHB0RHRzf7+Oeffx5fffUVcnNzsWDBAvzx\nxx8YMGAAAKCgoABLlixBcnIyAODtt9/uMLPYoqKi8I9//AMKhQL33HOPMeg4dOgQ7r77buj1enh4\neODpp5+uddzw4cMxe/ZsbNq0CatXr4aHhwdeeuklY2CWlpaG++67z7iM+IoVKyAWt+x0LjIyEklJ\nSdi5cydKS0uhVLav5eqp81i/fn2trwsLC5s8xjPPPAOtVgtvb2/s3LkTHh4eAKpmaT/44IOQy+VY\ntGgRLly4gP/+97948sknW6N0sgMCgQDBgV0Q2NUfiUkpOH7yAsrKyi32LygswY5dR+Dj7YFhQ3rD\nz9fLitUSEVFrMBgMyMktwM30bKRnZCMjMxdara7F4woEgKenG/x9vatmTjOcJiJqFQyriYiIiIio\n1bm5ueGPP/7A5MmTkZaWhoEDByIqKgpKpRLnzp2DSqUCAPz73//GnDlzbFtsK7r33nsRGxuLhQsX\n4rnnnkNISAgyMzNx5coVAIBMJsNPP/1kdpnvb775BlOnTsXx48fxn//8Bx9++CGioqJQXl6Os2fP\nQqer+oDthRdewOLFi1tc63333YfNmzcjOTkZAQEB6N27N2QyGYCqmfVN2accAIqLizFv3rxaz505\nc8bYVvfih3fffRf9+/dvdv1EjXXq1CnExcUBAP75z38ag+qaFi5ciOXLl+PSpUv4/PPPGVZ3QEKh\nABHhwQgN6Yb4hCScPnsRarXGYv+s7Dxs2roPgV39MHRwb7i7c+sSIiJ7ptPrkZGRg2upN5GSml7v\nhUmNVSuc9veCn48npAyniYhaHcNqIiIiIiJqEyNHjsTp06fxzDPPYMeOHYiPjze29erVC6+99hru\nuusuG1bYNn755Re89NJL+Pzzz3Hw4EHj8yNGjMBHH32EQYMGmT3O3d0d+/fvx7vvvovPP/8cGRkZ\nOHz4sLF9wIABeOWVV1ot3L/zzjuxcuVKvPPOO8jLy8OhQ4eMbc3ZD7uyshJ79uwx26bRaEza8vIs\n7yFL1Jo2b95sfDx//nyL/ebPn48333wTCQkJSE5ORvfu3a1RHlmZWCxCvz490LNHMM6cu4zz8Veg\n1VmebZealoHrNzLQJ6oHhgzqBZFIZMVqiYioPhqNFmk3MnEt9SZSr2egstLyRUiNIRAI4OVZe89p\nhtNERG2PYTURERERUQfw4IMPYty4cQCAbt26NeqYVatWobCwEE5OTk1+vejoaOzatQsA0Lt3b4v9\nwsPDsXXrVhQWFiI5ORlqtRoBAQGNrrEhP/74I8rLyxEYGGi2fdu2bdDpdAgLC7M4hlQqNb6XyMjI\nFtckFovx7rvvYtmyZbhy5QpKS0sRHBwMf3//Bo9VKBR49dVX8eqrryIpKQmZmZmQSqUICgoyOxu7\nrsa835qef/55PPvss7hy5Qqys7NRWVkJAAgODm7U8TW5uLgYv4+NUb0sPFFbO3XqFICqn9EePXpY\n7DdkyJBaxzCs7thkMimGDu6NXpGhOHnqAi4lpsBgMJjtazAAZ89fxo2bmZgwbig8OMuaiMhmysvV\nSL2ejmupN3HjZhZ0On2zx2I4TURkHxhWExERERF1AN27d29ysGJphm9j+Pr6wtfXt9H9XV1dMXDg\nwGa/niUjR46st338+PENjiEUClu0P7clDg4O6Nu3b7OPDw0NRWhoaJOOacz7rUskEiEiIgIRERFN\nPrYmiUTSJt9Hopa6fPkygIYvwqjZXn0MdXxKRwXGjh6EPr3DEXciHtdSblrsm5dfhN/+2I2hg6LQ\np3c4BAKBFSslIuq8iotLcS01HSmpN5GZlQsL1xY1qHY47Q1fHw+G00REdoBhNRERERERERF1WPn5\n+QAAT0/PevvVbK8+prEKCgosthUWFjZpLLINN1dnTIkegazsPByLO4+MzByz/fR6PY7GnUNqWgbG\njx0CJ6WDlSslIur4DAYD8vIKjQF1Xn5Rs8fy9nJHF39v+Pt5wceb4TQRkT1iWE1EREREREREHVZZ\nWRkAQC6X19tPoVAYH5eWljbpNdzd3ZteGNklH28PzJoxFmk3MnHk2FkUFpWY7ZeekYNfNu7EqBH9\nEda9G2dZExG1kF6vR0ZmLlJSq5b4Li1VNWsckUiIAH8fBAV1QVA3PygU9f/+JyIi22NYTURERERE\nREQtkpOTA51O16IxmrK1QFNUh4iW9iOuVrNdKBS2SS3UPggEAnTr6gc/Py/Exp1HfEKS2X6VlRrs\n3ReH1NR0jB45EHK51MqVEhG1bxqtFjduZOFa6k2kXs+AWl3ZrHGkUgkCu/khOLALugb4QiJh7EFE\n1J7wX20iIiIiIiIiapHevXsjKyurRWM0FCY3l1KphEqlQnl5eb39VKrbM7iUSmWTXqO+ZcMLCwsR\nEhLSpPHIPkjEYowa0R+B3fwQc+A4VKoKs/2Sr91ARlYuxo8Zgq4BPlaukoiofamoUCP1egaupd7E\njRtZ0DbzYjdHBwWCgvwRHNgFfn5eEPFCMyKidothNRERERERUQtt27YNOp0OYWFhti6FyCa8vb1t\nXYJF3t7eyM7ORmZmZr39arY39f24ubk1qzZqH7oG+OLueVNw4PBJXL12w2wflaoCf24/gKjIUAwd\n0hsSMT9yIyKqVlJSZtx/OiMzt9kXqLm5OiM4qAuCAv3h5enGLRiIiDoI/uVMRERERETUQuPHj7d1\nCUQ2de7cOVuXYFHPnj0RHx+Pa9euQafTQSQSme2XnJxc6xiimuRyKSZNGIYryddx6MhpVFZqzPaL\nT0jCjZtZmDh+KLw8eREDEXVOBoMB+flFxoA6N6+w2WP5eHsYA2pXF6fWK5KIiOwGw2oiIiIiIiIi\n6rCGDh2KX375BeXl5Th9+jQGDRpktt/hw4cBVO1XPHjwYGuWSO2EQCBAeGgg/Hy9ELM/DukZOWb7\nFRaV4PdNezBwQC/079uDe6ATUaeg1xuQlZ2LaylVAXVxSVmzxhEKheji710VUHfzh4ODvJUrJSIi\ne8OwmoiIiIiIiIg6rLlz5+K5554DAPz0009mw2qtVotffvkFADB8+HD4+vpatUZqX5yUDrhj+lic\ni7+C2OPnodfrTfroDQYcPxmP62kZmDBuCFycm7YPOhFRe5GbV4iEi8m4mnIDFRWVzRpDKhGjWzc/\nBAV2QbcAX0ilklaukoiI7BnDaiIiIiIiIiLqsEJCQjB79mxs2rQJn3/+OR555BFERETU6vP2228j\nIyMDAPDMM8/YokxqZwQCAfr2DkdAFx/s3ReLvPwis/2ysvPwy8adGDmsHyJ6BHN/VSLqELRaHZKv\npiHhUjKysvObNYaDgxxB3fwRHNQF/n7eEIm4CgURUWfFsJqIiIiIiIiI7JZKpUJxcbHx65qPVSoV\nMjMzjV8LhUJ4e3ubjPHuu+9i//79KCwsxLhx4/D2229j9OjRKCkpwdq1a/HRRx8BAKZOnYr58+e3\n4buhjsbD3QXzZk/E8ZMXcObcZbN9tFod9h86idTrGRg7eiAUCi5pS0TtU2FhCRIuJePylRSo1Zom\nH+/q4mTcf9rby50X8BAREQBAYDAYDLYugtqvgoICuLu7AwDy8/Ph5uZm44qIiIjIHly9ehVqtRoy\nmQwhISG2LoeIOoDm/LvC85WOYc2aNXjyyScb1dfDwwO5ublm2w4ePIi77roLWVlZZtujo6OxceNG\nODk5NbtWc/hz2HmkZ+Rg7/44lJaqLPZRyGUYO3oQggL9rVgZEVHz6XR6pKTexIWLyUjPyGny8d5e\n7saA2s3VuQ0qJCKilrCH8xXOrCYiIiIiIiIiu+Xo6AgfH59G9fXw8LDYNnr0aMTHx+OLL77Atm3b\ncPPmTchkMkRERGDhwoW46667OMOLWsTfzwt3zZuMw0dPI/FKqtk+5RVqbN91GD17BGPEsH6QSPjR\nHBHZp5KSMiRcuopLiddQXq5u9HFCoQBd/L0RFNgFQd384eioaMMqiYioI+DMamoRe7jigoiIiOwP\nZ1YTUWvjzGpqr/hz2DldvXYD+w+dhFpdabGPs7MjJowdCl8fyxdZEBFZk15vQNqNDFy4eBXX0zKa\ndKyfryd69ghBYDc/yGTSNqqQiIhamz2cr/DyTSIiIiIiIiIiolYUEhwAHx8P7DtwAmk3Ms32KS4u\nw6ate9G/b08MHBAJkVBo5SqJiKqoVBW4ePkaLl6+Wu9WBnVJJWKEhwUhsmcI3N1c2rBCIiLqyBhW\nExERERERERERtTJHBwWmTxmFCxeTcSz2HLQ6nUkfgwE4deYi0m5kYsK4IdzPlYisxmAwID0jBxcu\nJiMl5Sb0TViA1cvTDZE9uyM0pCu3MyAiohbjbxIiIiIiIiIiIqI2IBAIEBUZigB/H+zZF4uc3AKz\n/XJyC/Dr77swfEhf9Irszv3TiajNVFRU4vKVFCRcSkZRUWmjjxOLRAjt3g2RPUPg7eXehhUSEVFn\nw7CaiIiIiIiIiIioDbm6OmHOrAk4dfoiTp25CIOZGYw6nR6Hjp5GyvV0jB8zGI6OChtUSkQdkcFg\nQFZ2PhIuJSP5ahp0On2jj3VzdUZkzxCEhwZyL2oiImoTDKuJiIiIiIiIiIjamEgoxOCBvdCtqy/2\n7ItDcbH5GY03bmbh5407MWbUQHQPDrBylUTUkVRWanAl+ToSLiYjL7+o0ccJhQKEBAegV8/u8PXx\n5GoPRETUphhWExERERFRuxUaGoqUlBQ8++yzWLlypa3LISIiapCPtwfumjsJR2PPIuHSVbN91OpK\n7NpzFKmhgRg5oj9kUomVqySi9iw3rxAJF5NxJfk6NBpto49zdnJEz4gQRIQHQaGQt2GFREREtwlt\nXQARERERETXO8uXLIRaLW3S7fPmycbxx48bValu7dm2DNeh0OnTt2rXWcYcPH7bYX6PR4JNPPsHo\n0aPh7e0NZ2dnREZG4rnnnkNaWlqLvydarRY6nQ46na7FY1HzGQwGnD17Fh999BHmz5+P/v37w9fX\nFw4ODggICMCMGTPwzTffQK1W27pUIiK7IJGIMWbUQEybPAoKucxiv8SkVPyycSfSM3KsWB0RtUda\nrQ6XE1Pw++Y9+PX3XUi4dLVRQbVAAAQF+mPG1NFYePc09O8bwaCaiIisijOriYiIiIjaCb1e3+JQ\ntuYemdVBb7W1a9diyZIl9R6/fft23Lhxw+KYNWVnZ2Pq1Kk4ffp0recvXryIixcv4quvvsL//vc/\nTJ06tYnvglqDr68vcnNz8e9//xvLli1r0VibN2/GnDlzzLbdvHkTN2/exF9//YX3338fv//+O8LD\nw1v0ekREHUVgNz/cPX8K9h86gZTUdLN9SktV2PznPvTtHY4hg6IgEomsXCUR2bPCwhIkXErG5Ssp\nUKs1jT7OwUGOnj1C0DMiGEpHhzaskIiIqH7tZma1VqtFZmYmUlJSUFZWZutyiIiIiIis7tVXX4VG\nozF7e/nll4394uPjLfaLiIgwGdfZ2RkAcODAAVy7dq3eGtatWwcAcHFxqbefTqfD7Nmzcfr0aYjF\nYrz55pu4ceMGCgoKsGnTJnTr1g1FRUW48847kZCQ0NRvhVFycjI0Gg3eeeedZo/RWbXmrPTqCxYc\nHR3x6KOPYtu2bcjIyEBZWRnOnz+Pxx9/HAKBAAkJCYiOjkZhYWGLX5NMaTQaZGRkIDU1FSqVytbl\nEFEjKRQyTIkegXGjB0EisTyv5Oz5RPz2xx7k5RVarzgisks6nR7JV9Ow5a/9+N+v23Eu/kqjg+qA\nLj6YEj0CixfMwOCBvRhUExGRzdntzOrY2Fjs3bsX+/btw4kTJ1BQUFBrxoZCoUBYWBjGjh2LsWPH\nIjo6usEPzIiIiIiI2jOhUAih0Pz1pgKBwPhYJBJBLG78n/rBwcGQSCQ4ceIEvvvuO7z22mtm+xUU\nFGDz5s0AgLvvvhtffvmlxTHXrl2LY8eOAQBWr16NpUuXGttmzZqF3r17o0+fPigtLcVzzz2Hv/76\nq9H11sTZZfZBKpXi6aefxiuvvAI3N7dabVFRUfjkk08QFBSE559/HmlpaXj//ffx+uuv26jajsFg\nMODIkSOIiYnBvn37cOrUKRQUFNTq4+DggPDwcIwbN8543qxUKm1UMRHVRyAQIKJHMPz9vLB3fxwy\ns/LM9ssvKMJvm/ZgyKAo9O0dXuv3PxF1fJWVGpyLv4ILF5NQXt747VXkcikiwoPRMyIELs78W4CI\niOyLXc2sLigowKpVqxAREYFhw4bh5Zdfxs6dO5Gfn2+ytGB5eTnOnTuH1atX484774S/vz/+/ve/\n49SpUzaqnoiIiIio/ape/vu7776zuKz3+vXroVarERISgtGjR9c73urVqwEA3bt3x6OPPmrSHhwc\njMceewwAsG3bNiQlJbWgerK16dOn44MPPjAJqmt65pln4OXlBQDYsmWLtUrrcPLy8vDuu+8iNDQU\no0aNwiuvvII9e/aYBNUAoFKpcObMGaxatQpz586Fv78/Hn/8cZw/f94GlRNRYzg7KzFrxngMGRQF\noYUgWq/X41jcOezaeww6nd7KFRKRLej1eiRcTMb6X7bhxKkLjQ6qfX08MXHcUNy3cCaGDenDoJqI\niOySXYTVKpUKy5YtQ9euXfH000/j8uXLAKquzh88eDAefPBBPPvss1ixYgXef/99vPzyy1i6dCmm\nT58ODw8P4xhfffUVBg4ciEmTJvHkm4iIiIioCRYuXAiZTIarV6/i0KFDZvusXbsWAPDAAw/UO5Mr\nJSUFZ8+eBVA1A9tS37vvvtv4+I8//mhW3aGhoRCLxXjhhRfMtiuVSojFYuMy4adOncI999yDrl27\nQqlUIjIyEv/+979RXFzcrNe39DoxMTG444474O/vD2dnZ/Tt2xdvvPFGo5ZmjouLw4MPPojQ0FAo\nlUp4eHhg4MCB+H//7/8hOzu7SXUcO3YMCxYsQFBQEGQyGe655x7Mnj0bYrEYeXlVs/ZWrFgBsVhc\n62Zpdn1LiEQi9OjRAwBM9j2nhpWUlODll19GQEAAnn/+eVy9ehUAIJPJMHToUDz00EN47rnn8NZb\nb+G9997Dyy+/jEcffRRTp06Fu7u7cYzPPvsMffr0wcyZM3Hp0iVbviUiskAoFGBAv56YN3si3Fyd\nLPa7eu0Gtu86DI1Wa8XqiMiaDAYDUq9n4JeNO3Hg8KlGhdRSiRhRkaG4e95kzLljPMJCu3E1IiIi\nsms2XwZ8w4YNePbZZ3Hz5k0AgJ+fHxYtWoS5c+di4MCBkMvlDY5x5coV7NmzBz/88AMOHz6M3bt3\no3///nj44Yfx3nvvwcnJ8h/2REREREQEuLu744477sCvv/6KtWvXmsycvnjxIo4fPw6BQID777/f\nYqANAMePHzc+HjZsmMV+/fv3h0KhQHl5OU6cONGsuhvad7m6Xa/XY/369ViyZAkqKyuN7RcvXsTF\nixexadMmHDx4sN6ZwY2pQ6/X4+OPP8ZTTz1Va4b6uXPncO7cOXz//ffYu3cvunTpYjKGwWDA888/\nj/fee6/W82VlZcjPz8epU6ewevVq/Pzzz5gyZUqDdXz++ed44oknan1vqr9XNZ8zGAwm37/W2Mfa\nnMzMTADgOVoTfffdd3j++eeRlZUFAAgICMC9996LOXPmYMCAAZBKpfUebzAYkJiYiF27duH7779H\nXFwc/vzzT+zYsQOPPfYYVq5cCYVCYY23QkRN4OnphvlzJiH2+Hmcv3DFbJ+0G5n4a/tBTJ08CjKp\nxMoVElFbysktwNHYs0jPyGlUf08PV/Tq2R2h3btBIrH5x/5ERESNZvOZ1e+++y5u3ryJ8ePHY/v2\n7UhLS8N7772HkSNHNiqoBoCwsDAsXboUhw4dwtWrV/H8889DLpfjiy++MM7SJiIiIiKi+j3wwAMA\ngF9++cVkBvC3334LABg7diyCgoLqHafmbM3u3btb7CcSidC1a1cAVaFxWzpz5gwefPBBLF68GKdP\nn0ZpaSlSUlLw9NNPAwAuXLiA//f//l+LX+f48eN45plnsHjxYpw5cwZlZWVISkrCSy+9BJFIhMTE\nRNxxxx3QmpkF9/rrrxuD6lGjRiEmJgbFxcXIzMzEV199BU9PTxQXF2PWrFk4ffp0vXWcOHECTz75\nJBYvXoxTp06hrKwMGo0GP//8MzZv3gyNRmNcperll1+GRqOpdVu+fHmLvxd1nTlzxrjc+9ChQ1t9\n/I5sxYoVyMrKwpQpU7Bnzx6kpqbi7bffxrBhwxoMqoGqvXB79OiBJ554ArGxsUhMTMRTTz0FsViM\n1atXIzU11QrvgoiaQywWYeTwfpg5bQwcHcxfVJKRmYstf+5r0v61RGS/SkpV2LMvFr/9sbvBoFos\nEiEiPAjzZk/EnXMnoWdECINqIiJqd2z+m2v06NF4//33MXbs2FYZLzg4GCtXrsSzzz6LlStXNjrw\nJiIiIiLrMlRqYMhs3CyB9k7g6wVBO5jtNHXqVPj6+iIzMxO///477r33XgBVs2x/+OEHALf3tq5P\nTs7t/64+Pj719vXx8UFiYiJyc3ObX3gjbNiwAS+//DLefPNN43OOjo744IMPcOPGDfzyyy9Yt24d\n3nvvvRbNMN24cSOWLl2Kzz77zPhc9+7dsWLFCnTp0gVPPPEETp8+ja+++gpLly419rl+/Tpef/11\nAMCYMWOwa9cuYwjp5OSEhx9+GEOHDsWQIUNQXl6Oxx9/HEePHrVYx2+//YannnoKH374odl2ofD2\ndcsCgQBicdueGhoMBuOFAQCM+5VT40ycOBHffvsthg8f3irjhYWF4cMPP8Tzzz+PFStWNCrwJiLb\nCujig7vmTcJfOw4hOyffpD03rxCbtsZg5vSxUDpypQSi9khdqcHpMxdx/sKVBvejl0jE6NenB6Ii\nQyGT8fc4ERG1bzYPqy19eNJS3t7eeP/999tkbCIiIiJqOUNmDsqffLPhjh2AYvW/Iejmb+syGiQW\ni3Hvvffi/fffx7p164xh9c6dO5GRkQGlUok777yzwXFKS0uNjxu6eLQ6GK55TFvw8fGxuA/z3//+\nd/zyyy8oKyvD2bNn6126vCGOjo5YuXKl2bbHH38cn332GS5cuICvv/66Vlj9zTffGGdbf/TRR2bD\nw6ioKDz55JN45513cOzYMZw7dw59+vQx+1pOTk544403mv0+Wtvrr7+Offv2AajaH721LlbuLD75\n5JM2GdfPzw+rV69uk7GJqPXJ5TLcMX0stu86jJvp2SbthUUl2LRlL2ZOHwsXZ6UNKiSi5tDp9bh4\n8SpOnL6AiorKevsKBAL07BGMQQN6wcGBk7SIiKhjsPky4EREREREZD+qZ07v2bMHN27cAACsXbsW\nAHDnnXfC0dGxSeMJBIIWtbeWqVOnWpw92rt3b+Pj69evt+h1oqOj4ezsbLZNIBBg3rx5AGBcirza\ngQMHAAChoaHo16+fxfEXLFhgfLx///5662jqf6u28uuvv+I///kPgKoZvZ9//rltCyIiasckEjGm\nTR6FIAsXwZWUqrBpSwzy84usXBkRNZXBYMC1lJv4+dcdOHT0dINBdWA3P9w9bzLGjBrIoJqIiDoU\nhtVERERERGQUFRWFAQMGQK/X4/vvv0dhYSE2b94M4Pae1g1RKm/P5iovL6+3b3V7zWPaQnBwsMU2\nFxcX4+OWzvDu2bNnve2RkZEAqpZWrxmMX7t2DQDQq1eveo+v2Z6SkmKxX48ePRoq1Sr27NmDxYsX\nw2AwwN/fHzt27LAY5hMRUeOIxSJMih6OsO7dzLaryiuw6c99yMo2XS6ciOxDVnYeNm3dhx27j6Co\nuP6/P7083XDH9LGYNnkU3Nz4dxQREXU8Nl8GnIiIiIiI7MuSJUtw6tQprFu3Dq6urqioqEBQUFCj\nl2729PQ0Ps7Ozq71dV1ZWVkAAA8Pj5YV3QCZTGaxrebsbr2+/v0BG9JQ6F6zvaSkxOSxk5NTvcdL\npVLIZDKo1WoUFxdb7GcPgfDRo0cxe/ZsqNVqeHh4YOfOnfVeNEBERI0nEgoxYdwQSKQSJFxMNmlX\nqyuxddt+TJ00El38vW1QIRGZU1xcitgT8Ui+mtZgX6XSAUMGRSGsezerrUZERERkC+0urDYYDDhw\n4ACOHTuGoqIieHl5YfTo0Rg0aJCtSyMiIiIi6hAWLVqE5557DpcvX8ayZcsAVM2qbuyHZDVn9V69\netU4m7iumrOLIyIiWli1fSgrK6u3vebM7ZrBtZOTE/Ly8hqc2a3RaKBWq43HWGLrDzRPnTqFadOm\noaysDC4uLti5c2eDs8ap9ej1esTExCAuLg4lJSXw9vbG+PHj0bdvX1uXRkStSCAQYPSI/pBJJTh9\n9pJJu0ajxV87DmLyxOEItLBsOBFZR0VFJU6duYj4hCvQ6w319pVKxOjfryd69wqDWCyyUoVERES2\nY1dhdUZGBr744gucOXMGUqkUUVFReOyxx4wzMa5du4Y777wTp06dMjk2OjoaP/30E7y8vKxdNhER\nERE1g8DXC4rV/7Z1GVYh8G1ff6N6eHhg5syZ2LhxI7KysiAQCBq9BDiAWheSHjt2DDNnzjTb7+zZ\ns8b+Y9wLAAEAAElEQVRlwDvKxaeXLpmGBebahUIhunW7vXxrUFAQUlJSkJCQUO/xNduDgoKaX2gb\nunDhAqZMmYKioiIolUps374dAwYMsHVZHUZaWhq++OILnD9/HnK5HH379sXSpUvh5uYGALh8+TLu\nvPNOxMfHmxw7Y8YM/PDDD3B1dbVy1UTUVgQCAYYO7g2pVILY4+dN2nU6PXbsOoLx44ZYXDaciNqO\nTqdDfEIyTp1JgFqtqbevUCBAZGR3DOwfCYXc8qpAREREHY3dhNVxcXGYMmUKCgsLjc/9/PPPWLVq\nFY4dOwZ3d3dMnToViYmJZo/fvXs3Jk2ahLi4OEilUitVTURERETNJZBKIOAsH7v1wAMPYOPGjQCA\n0aNHN2n55u7duyMqKgrx8fH45Zdf8MYbb5jt9/PPPxsfz5kzp0X12ovdu3ejrKwMjo6OZtv/+OMP\nAEDfvn1rzYweM2YM9u3bh8TERMTHxyMqKsrs8b/++mutY1pCIpEAqPoQtbUkJSUhOjoaubm5cHBw\nwNatWzFs2LBWG7+zO3DgAGbMmFFrBv6GDRvw0UcfGc+Fp0yZgtTUVLPH//nnn5g2bRoOHToEkYgz\ntYg6kv59IyCVSHDwiOkED73BgD0xsdBotIiMCLFBdUSdj8FgQPK1G4g9fh4lJfWvvAMAIUFdMGRw\nb7i61L8lDBERUUcktHUBAFBRUYF77rmnVlAtFlfl6Pn5+XjyySexZs0aJCYmwsPDAy+99BI2btyI\nP//8E5988gmGDh0KoGpmxpo1a2zxFoiIiIiIOpRZs2ZBo9FAo9EgJiamycc/8cQTAIDExER88803\nJu1paWn47LPPAACTJk1CeHh4ywq2EyUlJXjllVfMtn3zzTc4e/YsAODhhx+u1fbggw8aw8OnnnoK\nWq3W5PgrV65g1apVAIDBgwejX79+Laq1ep/w9PT0Fo1T7fr165g4cSIyMzMhl8uxadOmRu9zTg0r\nLS3FggULagXV1efNWVlZeOaZZ/D+++8jNTUV3t7eeOWVV/D777/jzz//xMcff2yc3X7s2DF8/fXX\nNnkPRNS2ekV2x4RxQyxuBXHg0EmcOXfZylURdT4Zmbn4ffNe7N57rMGg2tvLHbNnjsfk6BEMqomI\nqNOyi7B606ZNSElJgUAgwOuvv478/HyoVCrs378fgYGB2Lt3L7744gt4eHjgxIkTWLFiBebOnYvp\n06fj8ccfx5EjR7Bo0SIAwNq1a237ZoiIiIiIOgixWAyxWAyhsOmnDQ8//DAGDhwIAHjsscfw4Ycf\nIi8vDxUVFdi5cyfGjx+P4uJiKBQKvPfee61dus3MmjULH330EZYuXYorV65Ap9MhPT0db7zxBpYu\nXQoA6N27N/7+97/XOi4oKAgvvfQSAGDPnj2YNm0a4uLioNFoUFxcjPXr12Ps2LEoLS2FRCLBJ598\n0uJaq5de37JlCw4dOmQ2IG+szMxMREdH4/r165BKpfjtt98QHR3d4hrptg0bNiAjIwMikQjvvvsu\nCgsLUVZWhl27dsHf3x/btm3DunXr4Ofnh9OnT2P58uWYM2cOpk+fjieffBKxsbGYPXs2AJ43E3Vk\n4aGBmBI9AiKR+d/dx+LOIe5EPAyG+vfMJaKmKywqwY5dR7Bpawyyc/Lr7evs5IhJE4Zh7qwJ8PP1\ntFKFRERE9skuwuq9e/cCAObNm4f/9//+H9zc3CCRSDBmzBh8+eWX0Gg0SE9Pxz/+8Q+z+7IJhUKs\nXLkSQNX+aCUlJdYsn4iIiIiI6hCLxdiyZQt69eqFyspKPPPMM/D09IRCocCUKVOQnJwMpVKJ//3v\nf+jTp4+ty201w4cPx1tvvYX//ve/CA8Ph1gsRpcuXfDKK69Ao9EgODgYW7ZsMbt10bJly/CPf/wD\nQNVy4kOHDoVUKoWLiwsWLVqEjIwMODo64tdff8XgwYNbXOsTTzwBsViMgoICjB49GhKJxHiBwmuv\nvdaksTZs2IArV64AACorKzFr1izjWJZuZWUNL4lJt1WfNy9evBjPPfccXFxcIJVKER0djTVr1kCl\nUiEnJwdPP/00/P1Nt1gQi8XG8+aTJ09Co6l/30wiar+CAv0xbfIoiMXml/s/deYiDh89w8CaqJWU\nl6tx6Mhp/PzrDlxLvVlvX5lMguFD++KeO6ege0hXiyshEBERdSZ2EVYnJycDAObPn2/SNmnSJDg7\nOwMARo4caXGMgIAABAYGQq/XIyMjo20KJSIiIiKiRvPz88PJkyfx7rvvYuDAgVAqlZBIJAgODsbj\njz+Os2fPYtasWbYus9U9//zz2Lp1KyZMmABXV1dIJBKEh4fj5ZdfxtmzZxEYGGj2OKFQiDVr1mD/\n/v1YsGABunTpArFYDIVCgcjISDzzzDO4fPlyq33PBg0ahP3792POnDnw8fGBUCiETqcz3pqibuBR\ncxxLN4YkTVPfefPs2bONe5DXd97co0cPeHh4oLKyEjk5OW1TKBHZhYAuPrhj+ljIZBKz7fEJSYg5\ncBx6vd7KlRF1HFqtDqfPXsL6n/9CfEIS9PX8bSMUCtG3dzgW3T0dfXuHG7d/ISIiIkBgsINPCIYO\nHYq4uDgcPHgQo0aNMmnv1asXEhISEBcXV+8MgoEDB+LUqVM4efKkcT8ualsFBQVwd3cHULW/uJub\nm40rIiIiIntw9epVqNVqyGQyhISE2LqcTkGv1xs/cK7ex7Yh1YGhQCBo8gdmBoPBGGg29vXaQvV7\nEAqFZpcrr24XiUT1zlypXgK7oX6WyOVyqNVqvPXWW3jxxRebfHxraez7taT6+2Dp+2lJzZ+Hxmrq\nz01z/l3pSOcr1efFp0+fNrtfeWBgIK5fv46EhAT07NnT4jg9evRAYmIiLl++3GH2ird3HennkNqf\nvLxCbN1+AOXlarPtQYH+mDRhGIMzoiYwGAy4knQdcSfOo7SsvMH+oSFdMWRwbzg7OVqhOiIioqax\nh/MV232qVEP1hxpyudxsu0KhAIAGP2ypbudVoURERETU2TQ1XATQog+mBQKBTUPqag29h8a+R3t4\nL62hpWFDc78P9vLz0JHxvJmImsPDwxWzZ47H1m0HUFqqMmlPSU3HXzsOYeqkkZBI+O84UUNupmfj\naOxZ5OYVNtjXz9cTw4b0hY+3e9sXRkRE1I7xr1AiIiIiIiIiIqIOytXFCXNuBdaFRSUm7TfTs7F1\n2wFMnzIKMpnUBhUS2b/8gmLExp1DalrD20+6uCgxbHAfBAX6c09qIiKiRmBYTURERERERERE1IEp\nlQ6YPXMctm4/iDwzM0KzsvOw+c99mDF1DBwczK/gQNQZqVQVOHHqAi5evoqGNtOUy6UYNKAXekaE\nQNTEFY+IiIg6M7sKq0+ePInS0lKT50tKSuptr9uPiIiIiIiIqCOKi4tDZmamyfMqlare9rr9iKjz\nUSjkmDV9LLbtPITMrDyT9rz8Imz6MwYzp42Fk9LBBhUS2ZfU6xnYuz8WarWm3n4ikRB9osLRr28E\nZFKJlaojIiLqOOwqrF66dGmL2omIiIiIiIg6sgceeKBF7UTUuclkUsyYOgY7dh/BjZtZJu1FRaXY\ntGUvZk4fC1cXJxtUSGR7BoMBJ08n4MSphAb7hocFYsjAKCh5gQcREVGz2VVYTURERERE1B6VlZXB\nYDBAJBLZuhQiIqJ6SSRiTJs8ErtjYnEt5aZJe2lZOTZticGMaWPg6eFq/QKJbEitrsSefXG43sDe\n1F38vTFsSB94ebpZqTIiIqKOyy7C6pdffhnZ2dmtNl5gYGCrjUVERERERNQQhtTU1pYtW4aCgoJW\nG8/X17fVxiKi9kckEmHShGHYf/AkLl9JMWkvr1Bj85/7MH3KaPj6eFi/QCIbyMsvwo7dh1FcXGax\nj5urM4YN7YNuAb4QCARWrI6IiKjjsouwet68ebYugYiIiIiIiMhu3XPPPbYugYg6GKFQiHFjBkEi\nFSP+QpJJe2WlBlu37cfUSSMR0MXHBhUSWc+V5OvYf/AEtFqd2XaxSIThQ/uiZ0QwhEKhlasjIiLq\n2PiblYiIiIiIiIiIqBMSCAQYOawfBvbvabZdq9Xhrx2HzC4XTtQR6PR6HDl2BntiYi0G1c5Ojpg7\nawJ6RXZnUE1ERNQG+NuViIiIiIiIiIiokxIIBBg8MArDh/Qx267X67Fzz1EkXkm1cmVEbUulqsDW\nv/bjXPwVi326Bvhi/pxoeHD/diIiojZjF8uAE6BWq5GZmYmMjAwYDAb4+voiODi4WWOlpaXhxo0b\nkMlkCA4OhpubWytXS0REREREREREHUnfPj0glUqw/9BJkzaDwYC9++NQqdEgKjLUBtURta6s7Dzs\n2H0EKlWFxT4D+0di0IBI7k1NRETUxmweVi9btgzXrl1r1TH/85//ICgoqFXHbAtxcXH45ZdfsG/f\nPpw+fRo6Xe2lZnx8fPDggw/ipZdegrOzc4Pj/fbbb1i2bBnOnz9vfE4kEmHKlCl4//33ERER0erv\ngYiIiKg+BoPB1iUQUQfRmf89eemll5CRkdGqY7711lvw8/Nr1TGJqP3rGRECiUSCvftioTfz7+6h\nI6dRWalB/74RDPCoXTIYDEi4dBWHj56GXm/+bwupVIIJY4cgKNDfytURERF1TgKDjc/4Bw0ahJMn\nTa/YbInjx49j0KBBrTpmW1iyZAnWrVtn/NrLywshISEQCASIj49HaWkpACA4OBh79+6tN4B/7bXX\nsHz5cgCAg4MDevfujbKyMsTHxwMAFAoFduzYgdGjR7fqeygoKIC7uzsAID8/n7O4iYiICACQmpoK\nlUoFgUCA8PBw7u1GRC1iMBiQmJgIvV4PhULR6IuTO8r5SkREBC5fvtyqY168eJEXNFtJR/k5pM4l\nNS0DO3cfgU6nN9ver08PDB3cm4E1tStarQ4Hj5zC5cQUi33c3ZwxOXoEXF2crFcYERGRDdnD+YrN\nZ1ZHRkY22OfMmTPQ6XQQCATo2rUr3NzcUFFRgevXr6O8vBxAVaBb/c10dHRs05pbk1wux3333YdH\nH30UAwYMMP6RX15ejrfffhvLly/HtWvXMHv2bJw6dQoikchkjK1btxqD6pkzZ2LdunXG78Xp06cx\nZ84cXL9+HXPnzkViYqKxjYiIiKitKBQKqFQqGAwGFBcXw9XV1dYlEVE7plKpoNdXBSYKhcLG1Vhf\nVFQUlEqlxXaDwYAzZ85Ar9dDIBCgW7ducHV1RXl5OVJTU6FWqwEA3bt3N/573Bm/j0TUeIFd/TBj\n6hhs23kIGo3WpP3MucuorNRg1IgBEAoZWJP9Kykpw47dR5CbV2ixT2hIV4wdPQgSic0/MiciIupU\nbD6zuj6ZmZm49957cebMGbz22mtYvHhxraBVp9Nh//79eO2113Dp0iV8+eWXmDNnju0KbqL169dj\nxIgRCAwMtNjn//7v/7B69WoAwKZNmzBr1qxa7QaDAb169cLFixcRFBSECxcuwMHBoVaf2NhYDB8+\nHAaDAf/617/wzjvvtNp7sIcrLoiIiMj+VFZWIjk52fi1l5cXnJ2dIZVKbVgVEbU3BoMBKpUK6enp\n0GqrwpKgoKBGB62d4XwlLS0NCxcuxJUrV7Bs2TIsWLCg1gVCWq0We/bswauvvorr16/j22+/xdSp\nU21XcCfUGX4OqePKzsnHn9sPQq2uNNse2r0bxo8dDBFX0SE7lnYjC3tijqHCws+xQCDAsCF90Ccq\njKsFEBFRp2MP5yt2G1ZXVFRgxIgRSElJQWxsLMLCwiz21el0uOeee7B582bs3LkT48aNs16hbSwh\nIQG9evUCADz77LN47733arUfO3YMw4cPBwB88MEHePrpp82OM2HCBMTExMDHxwfp6emtthSnPfwQ\nExERkX3KyspCfn5+refEYjGEQiE/BCKiBhkMBmi1WuOMagBQKpUICAho9L8hHf18paSkBMOGDUNe\nXh5iY2PrvRBao9Fg9uzZiImJwb59+zB06FArVtq5dfSfQ+r48guKsHXbAahUFWbbA7v6YdLE4RCL\nTVcDJLIlg8GAM+cuI+7EeVj6BFwul2HShGHo4u9t3eKIiIjshD2cr9jtmibff/89Tp8+jTfffLPe\noBoARCIRPvnkE/zxxx944YUXEBsba6Uq25639+0/lAoKCkza//zzT+PjmTNnWhxnxowZiImJQVZW\nFk6cOIEhQ4a0bqFEREREdfj4+EAqlSIzM9P4XPXMSCKiplIqlejSpQsvdqnhq6++QkJCAj766KN6\ng2oAkEgk+PTTTxESEoKXX34Ze/bssVKVRNTeubu5YM7M8diy7QBKSspM2lPTMvDXjoOYOmkkpFKJ\nDSokMlVZqUHMgeO4lnLTYh9vL3dMjh4OpaODxT5ERETU9uw2rN6xYwcAYOTIkY3q7+Pjg7CwMMTF\nxSEvLw8eHh5tWZ7VXLx40fjY19fXpP3cuXMAAGdn53pD/cGDB9c6psOG1Wd/BspyALG86iaRA2IF\nIJYBkpr31W01blyyioiIqNW5ubnByckJZWVlKC0thUajqTVLkoioPkKhEAqFAs7OzpDL5Qyq62jq\neXNQUBC6dOmCmJgYVFRUQC6Xt2V5RNSBODsrMXvmePy57QAKCotN2tMzcrB12wFMnzIacjm3fSHb\nKigsxo5dR1BYVGKxT2RECEYO7weRiCsCEBER2ZrdhtXVM3B0Ol2jj6meqZORkdFhwuovvvjC+Dg6\nOtqkPSkpCQDQrVu3esep2X7lypVWqs4OHf0cuHGieceKpLcDbbECkMgsBN0NtdcXktcZgyE5ERF1\nAmKxGC4uLnBxcbF1KUREHUpzz5sNBgMyMzMRFBTURpURUUekdFRg1sxx+Gv7QeTkmq7+l52Tj517\njmDmtLEQCnlxEdnGtZSb2Ls/DhqN+RWdRCIhRo0YgJ49gq1cGREREVlit2F19frou3btwoQJExrs\nf/XqVSQnJwNAhwmq9+7dix9//BEAMHToUIwfP96kT2FhIQA0uIZ8zfaioqIm1WFu+fG6r283tOrm\nH6urrLpZm0h6a3Z3U0Px6vYas8MlFu6N7TWOF/LKUSIiIiKi9qzmeXNjVs86f/68MeCuPpaIqCkU\nchnumD4W23YeQkZmrkl7ekYOTpy6gCGDomxQHXVmer0Bx0/G4/TZSxb7KB0VmBw9At5e/B1IRERk\nT+w2rJ4wYQK2bNmCjz76CLNmzcLw4cMt9lWpVHjwwQdhMBjQo0cP+Pn5WbHStpGWloYFCxbAYDBA\noVDgq6++MtuvrKxqr6CGlm9TKBTGx6WlpU2qpV19iKEtt3UFTVcdkrcgZ28Wodh8KF49K1xSJwyv\nO1vc5GszAbpEfnu2eXUgz6UbiYiIiIhaxYQJExATE4OVK1di2rRpGDBggMW+xcXF+Nvf/gYAGDRo\nEJydna1VJhF1MFKpBDOmjsHOPUdwPS3TpP3UmYvw9fFEt66m29kRtYXyCjX2xMTixs0si326+Hsj\nevwwKBQyK1ZGREREjWG3YfVDDz2Ed999F+np6Rg3bhwef/xx3HvvvejTpw+k0qq9b27cuIHt27dj\n5cqVxuWwX3311Vav5fDhwygvb1kIOmHCBAgbudxzYWEhZsyYgZycHADAZ599hqgo81ekSiQSALeX\nQLdEo9EYH1d//zokjbUT33ZMrwXUJVU3axEIbofW5oJwc18bl1ZX1HlsITyve4xIyoCciIiIiDqk\nxx57DB999BFyc3MxatQoPPnkk1iwYAGioqKM54qpqanYtm0b3n77baSmpgIAXnnlFVuWTUQdgFgs\nwpTokdi19yhSUtNN2vfui8WdcydBqXSwQXXUmeTkFmDH7iMoLVVZ7NO3dw8MHRzV6M9miYiIyLrs\nNqx2dnbGpk2bMHnyZBQUFGDVqlVYtWoVBAIBHB0doVarawWwAPDcc89h0aJFrV7Lvffeazypb67y\n8vIGZz8DVbPEZ8yYgfPnzwMA3n33XTzwwAMW+yuVSuTm5kKlsvwHWfW4NY9pivz8fItthYWFCAkJ\nadJ4bUrpBeg1gLYC0FRU3ZP9MBgATXnVDYXWeU2BoM6M8boBeD2hd83+JmF5ja+lDjWWWZczHCci\nIiIiq/Dw8MDvv/+O6dOno6SkBO+88w7eeecd43lzRUWFyYXNy5Ytw6xZs2xUMRF1JCKREBPGDsFv\nf+xGUXHtVfwq1JXYtfcYZs0cBxEDQmojlxJTcPDwSeh0erPtYrEI48cMRveQrlaujIiIiJrCbsNq\noGppsrNnz+Lpp5/GH3/8AZ1OB4PBYLKMdXh4OFasWIH58+e3SR2jRo1CaGhoi8YQiRreH1itVmPO\nnDk4cuQIgKqr3Z977rl6j+nSpQtSUlJw8+bNevvVbPf3929Exbc1tB+2XXlsX+2vDYaqfay1t4Jr\nTXnV17XuK2qH2zUf17232H5rPG05Q3J7YzAAGlXVzRqMs8flgMShdthtDL8dbofh0iY+X/NriQP3\nHiciIiLq5EaNGoUzZ87gqaeewp9//gm9Xm/2vDkyMhIrV67EzJkzbVQpEXVEUqkEkyYOx++b95gE\nhlnZeYiNO48Rw/raqDrqqHQ6PQ4fO4OEi8kW+7i4KDEleiTc3bjtBRERkb2z67AaALp27Ypff/0V\nGRkZ2LdvHy5fvoyioiLI5XL4+/tj2LBhGDRoEARtOJPxhx9+aLOxq2m1Wtx9993YtWsXAODZZ5/F\n8uXLGzyuZ8+eOHz4MNLT01FaWmpx1vTly5eNjyMjI1un6PZAILgV6jU8q71VmYTk5oLuOsG51lyQ\nrjYfhFsK0jXtcM/ujqbm7PHygrZ/PZG09kxv461GoG3268YcU+N5LqdOREREZLdCQkKwefNm3Lhx\nA/v370diYiKKi4shl8sREBCA4cOH17ufNRFRS3h6uGLUiAHYf/CESdu5+ET4+XoiOKiLDSqjjqi0\nrBy79hxBVrbllSCDAv0xfuwQyKQSK1ZGREREzWX3YXU1Pz8/LFy40NZltAmdTod7770XmzdvBgA8\n/vjjeO+99xp17JgxY/DVV19Br9fj0KFDmDp1qtl+Bw4cAFA1w3v48OGtUzhZZsuQXFdZT5hdUTv0\nrht0V4fj1f1qfW0uZL/1ta7Suu+TbtNVVt0qitr2dQSC2yF29cxvSY3lz6WWQvEa91JFnSDcwfRY\nhuJEREREzRYQEIB7773X1mUQUScUER6EjMwcJF4x3UYv5sBxeLi7wNm5advSEdWVnpGDXXuOorxC\nbbHPkEFR6N83ok0nNhEREVHrajdhdUdlMBjwt7/9DT///DMA4KGHHsKaNWsaffzMmTMhlUpRWVmJ\nb7/91mxYrVKpsGHDBgDA2LFj4eXl1TrFk/0RCKr2XhbLALmL9V5Xr78VZpsJuM0G5DX71Zk5XjME\nrxuS1x2LrMdgACrLqm5tSSC0PBtcqjAfgtcKvOsLyGuG4vz1R0RERERE1FoEAgFGjxiAnNwCFBQU\n12qrrNRg556jmHPHBIjF3MqKms5gMOD8hSQcjT0Lg8Fgto9MJkH0+GHoGuBr5eqIiIiopfhpvY09\n+eSTWLt2LQBg8eLF+PLLL5t05Z+bmxuWLl2Kjz/+GL/88gvuv/9+zJgxo1afZ599Fnl5eQCAl156\nqdVqJzISCqvCQqmD9V5Trwd0ajPhtqXQ28zMcUv9LLXrtdZ7f52VQQ9Ullbd2pJIciu8rifQNgbk\njmZmj9cNyjlLnIiIiIiIOjeJRIzJE4fjtz92Q6vV1WrLzSvEkdizGDOSWxJQ02g0Wuw/dBJJydct\n9vHwcMWU6BFwdnK0YmVERETUWmweVmdmZsLXt22ueFOpVNDpdHBycmqT8Vtq2bJl+OSTTwAAPXr0\nwOLFi7F3716L/T08PNC/f3+T5//zn/9g+/btSExMxNy5c/GPf/wD48aNQ1lZGb7//nts374dQNWs\n7ejo6LZ5M0TWJhQCwlszaa1Fp6kTbpffDrk1KtPntRVApYXnTb5W3Q7Hq5+jtqPTALqitl0+ve4s\ncam5Gd8OdWaFO9YOz6WO5o+vbmMgTkRE1Cm05XlzSUkJRCIRHByseOEpEXVYbq7OGDtqEPbsizVp\nS7iYDD8fT4SFdrNBZdQeFRWXYseuI8gvsHzuHh4aiNGjBkAitvnH3ERERNRMAoOltVOsZOjQoQgN\nDcVrr72G8PDwVhmzvLwcn3/+Od5++238+eefGDRoUKuM29rGjRuH/fv3N7r/xIkTsXv3b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CABg/fjwUCoWVqiQiIiIiIiKyjenTp2PDhg346KOPMGnSJERHR1vsm5WVhb/97W8AgClT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\nneQ4riq0UgAAAABJRU5ErkJggg==\n"
          }
        }
      ],
      "source": [
        "full_TE0_TE0_port1 = np.abs(full_TE0_data[\"Full Port 1\"].amps.sel(mode_index=0, direction=\"+\")) ** 2\n",
        "full_TE0_TE0_port2 = np.abs(full_TE0_data[\"Full Port 2\"].amps.sel(mode_index=0, direction=\"+\")) ** 2\n",
        "full_TE0_TM0_port1 = np.abs(full_TE0_data[\"Full Port 1\"].amps.sel(mode_index=1, direction=\"+\")) ** 2\n",
        "full_TE0_TM0_port2 = np.abs(full_TE0_data[\"Full Port 2\"].amps.sel(mode_index=1, direction=\"+\")) ** 2\n",
        "\n",
        "full_TM0_TE0_port1 = np.abs(full_TM0_data[\"Full Port 1\"].amps.sel(mode_index=0, direction=\"+\")) ** 2\n",
        "full_TM0_TE0_port2 = np.abs(full_TM0_data[\"Full Port 2\"].amps.sel(mode_index=0, direction=\"+\")) ** 2\n",
        "full_TM0_TM0_port1 = np.abs(full_TM0_data[\"Full Port 1\"].amps.sel(mode_index=1, direction=\"+\")) ** 2\n",
        "full_TM0_TM0_port2 = np.abs(full_TM0_data[\"Full Port 2\"].amps.sel(mode_index=1, direction=\"+\")) ** 2\n",
        "\n",
        "_, ax = plt.subplots(2, 2, figsize=(12, 8))\n",
        "full_TE0_data.plot_field(\"Full Field\", \"E\", \"abs^2\", ax=ax[0][0])\n",
        "full_TM0_data.plot_field(\"Full Field\", \"E\", \"abs^2\", ax=ax[0][1])\n",
        "ax[0][0].set_aspect(10)\n",
        "ax[0][1].set_aspect(10)\n",
        "ax[0][0].set_title(\"TE0 Input\")\n",
        "ax[0][1].set_title(\"TM0 Input\")\n",
        "\n",
        "ax[1][0].plot(wvls[::2], 10 * np.log10(full_TE0_TE0_port1), linewidth=2, label=\"TE0 in port 1\")\n",
        "ax[1][0].plot(wvls[::2], 10 * np.log10(full_TE0_TE0_port2), linewidth=2, label=\"TE0 in port 2\")\n",
        "ax[1][0].plot(wvls[::2], 10 * np.log10(full_TE0_TM0_port1), linewidth=2, label=\"TM0 in port 1\")\n",
        "ax[1][0].plot(wvls[::2], 10 * np.log10(full_TE0_TM0_port2), linewidth=2, label=\"TM0 in port 2\")\n",
        "ax[1][0].set_title(\"TE0 Input\")\n",
        "ax[1][0].set_xlabel(\"Wavelength (μm)\")\n",
        "ax[1][0].set_ylabel(\"Transmission (dB)\")\n",
        "ax[1][0].legend()\n",
        "\n",
        "ax[1][1].plot(wvls[::2], 10 * np.log10(full_TM0_TE0_port1), linewidth=2, label=\"TE0 in port 1\")\n",
        "ax[1][1].plot(wvls[::2], 10 * np.log10(full_TM0_TE0_port2), linewidth=2, label=\"TE0 in port 2\")\n",
        "ax[1][1].plot(wvls[::2], 10 * np.log10(full_TM0_TM0_port1), linewidth=2, label=\"TM0 in port 1\")\n",
        "ax[1][1].plot(wvls[::2], 10 * np.log10(full_TM0_TM0_port2), linewidth=2, label=\"TM0 in port 2\")\n",
        "ax[1][1].set_title(\"TM0 Input\")\n",
        "ax[1][1].set_xlabel(\"Wavelength (μm)\")\n",
        "ax[1][1].set_ylabel(\"Transmission (dB)\")\n",
        "ax[1][1].legend()\n",
        "\n",
        "plt.show()"
      ],
      "id": "ce74d751"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}