{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Exceptional coupling for waveguide crosstalk reduction\n",
        "\n",
        "**This notebook contains large simulations. Running the entire notebook\n",
        "will cost about 20 FlexCredits.**\n",
        "\n",
        "The current technological trend emphasizes the dense integration of\n",
        "photonic components on a chip. However, as the proximity between these\n",
        "components increases, the issue of crosstalk becomes more significant\n",
        "and detrimental. Therefore, we need to apply other design ideas to\n",
        "actively minimize the crosstalk.\n",
        "\n",
        "In this notebook, we investigate the crosstalk between two strip\n",
        "waveguides, which are fundamental photonic components. We demonstrate\n",
        "that the utilization of anisotropic metamaterial (also known as\n",
        "subwavelength grating (swg)) cladding enables remarkable reduction of\n",
        "crosstalk by leveraging the exceptional coupling as proposed in the\n",
        "article\n",
        "`Md Borhan Mia, Syed Z. Ahmed, Ishtiaque Ahmed, Yun Jo Lee, Minghao Qi, and Sangsik Kim, \"Exceptional coupling in photonic anisotropic metamaterials for extremely low waveguide crosstalk,\" Optica 7, 881-887 (2020)`\n",
        "[DOI: 10.1364/OPTICA.394987](https://doi.org/10.1364/OPTICA.394987). The\n",
        "waveguide with anisotropic metamaterial cladding is shown to have an\n",
        "extreme skin depth and thus it’s termed eskid waveguide. The reduced\n",
        "skin depth leads to reduced crosstalk. Moreover, at a certain\n",
        "wavelength, exceptional coupling occurs where the symmetric and\n",
        "antisymmetric modes have identical effective index and the coupling is\n",
        "zero in principle.\n",
        "\n",
        "<img src=\"img/exceptional_coupling_te.png\" width=\"500\" alt=\"Schematic of the anisotropic metamaterial for crosstalk reduction\">\n",
        "\n",
        "For more integrated photonic examples such as the [waveguide\n",
        "crossing](https://www.flexcompute.com/tidy3d/examples/notebooks/WaveguideCrossing/),\n",
        "the [strip to slot waveguide\n",
        "converter](https://www.flexcompute.com/tidy3d/examples/notebooks/StripToSlotConverters/),\n",
        "and the [broadband directional\n",
        "coupler](https://www.flexcompute.com/tidy3d/examples/notebooks/BroadbandDirectionalCoupler/),\n",
        "please visit our [examples\n",
        "page](https://www.flexcompute.com/tidy3d/examples/)."
      ],
      "id": "c5dadab7-2ade-4b1e-bbe5-755d7e5dc633"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import gdstk\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web"
      ],
      "id": "69fc1277"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation Setup\n",
        "\n",
        "For the simulation, we will investigate the wavelength range between\n",
        "1500 nm and 1600 nm."
      ],
      "id": "36630405-0f99-4b8b-827e-4147a002fd2e"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "lda0 = 1.55  # central wavelength\n",
        "freq0 = td.C_0 / lda0  # central frequency\n",
        "ldas = np.linspace(1.5, 1.6, 101)  # wavelength range\n",
        "freqs = td.C_0 / ldas  # frequency range\n",
        "fwidth = 0.5 * (np.max(freqs) - np.min(freqs))  # width of the source frequency range"
      ],
      "id": "82c66e65"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define materials."
      ],
      "id": "09b580fe-df3c-4671-bc1e-7ce249cd7fce"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "n_si = 3.43  # silicon refractive index\n",
        "si = td.Medium(permittivity=n_si**2)\n",
        "\n",
        "n_sio2 = 1.444  # silicon oxide refractive index\n",
        "sio2 = td.Medium(permittivity=n_sio2**2)"
      ],
      "id": "9fd653ac"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define geometric parameters."
      ],
      "id": "dfd400f3-36f9-4b01-8b6f-255f4f15f2c2"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "w = 0.45  # waveguide width\n",
        "h = 0.22  # waveguide thickness\n",
        "p = 0.1  # period of the swg\n",
        "frac = 0.5  # filling fraction\n",
        "N = 5  # number of grating periods\n",
        "L = 100  # length of the coupling region\n",
        "inf_eff = 1e2  # effective infinity"
      ],
      "id": "96a4a913"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define the waveguides and the anisotropic metamaterial cladding. The\n",
        "most convenient way is to use `gdstk`."
      ],
      "id": "9fdbb400-0c6a-4385-86c1-b53bcb99ecfc"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [],
      "source": [
        "R = 10  # radius of the bend\n",
        "\n",
        "cell_eskid = gdstk.Cell(\"eskid\")  # define a cell for the eskid waveguides\n",
        "cell_ref = gdstk.Cell(\"ref\")  # define a cell for bare strip waveguides\n",
        "\n",
        "# define the top strip waveguide\n",
        "path_1 = gdstk.RobustPath(initial_point=(-L / 2 - R, inf_eff), width=w, layer=1, datatype=0)\n",
        "\n",
        "path_1.vertical(y=(N + 0.5) * p / 2 + w / 2 + R)\n",
        "path_1.arc(radius=R, initial_angle=-np.pi, final_angle=-np.pi / 2)\n",
        "path_1.horizontal(x=L / 2)\n",
        "path_1.arc(radius=R, initial_angle=-np.pi / 2, final_angle=0)\n",
        "path_1.vertical(y=inf_eff)\n",
        "cell_eskid.add(path_1)\n",
        "cell_ref.add(path_1)\n",
        "\n",
        "# define the bottom strip waveguide\n",
        "path_2 = path_1.copy()\n",
        "path_2.mirror(p1=(1, 0))\n",
        "cell_eskid.add(path_2)\n",
        "cell_ref.add(path_2)\n",
        "\n",
        "# define the swg between the waveguides\n",
        "path_3 = gdstk.RobustPath(\n",
        "    initial_point=(-1.2 * L / 2, 0),\n",
        "    width=[frac * p, frac * p, frac * p, frac * p, frac * p],\n",
        "    offset=p,\n",
        "    layer=1,\n",
        "    datatype=0,\n",
        ")\n",
        "\n",
        "path_3.horizontal(x=1.2 * L / 2)\n",
        "cell_eskid.add(path_3)\n",
        "\n",
        "# define the swg on the top\n",
        "path_4 = gdstk.RobustPath(\n",
        "    initial_point=(-L / 2 - R / 2, (N + 0.5) * p + w + R / 2),\n",
        "    width=[frac * p, frac * p, frac * p, frac * p, frac * p],\n",
        "    offset=p,\n",
        "    layer=1,\n",
        "    datatype=0,\n",
        ")\n",
        "\n",
        "path_4.arc(radius=R / 2, initial_angle=-np.pi, final_angle=-np.pi / 2)\n",
        "path_4.horizontal(x=L / 2)\n",
        "path_4.arc(radius=R / 2, initial_angle=-np.pi / 2, final_angle=0)\n",
        "cell_eskid.add(path_4)\n",
        "\n",
        "# define the swg on the bottom\n",
        "path_5 = path_4.copy()\n",
        "path_5.mirror(p1=(1, 0))\n",
        "cell_eskid.add(path_5);"
      ],
      "id": "9431dcd6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "After the gds cell is created, we can define Tidy3D geometries from the\n",
        "gds cell and visualize them."
      ],
      "id": "bff65f1a-dd44-4d57-b5db-5f9890f44fc1"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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2aZ9mpz9kn1HQlZ1FIAsAAABAuqQ0kJUfOpnM9HSPcSh5k3sIZKXQ2rVrNWvW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\n7U9wOjc19LGXAAAAANKpc3O9tb1nz56QfVOmTLGmEAbHAJK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IR6enqsKXLdo/MGtK+ONfVWEOu8887Txo0b9dnPfpYgFgAAADBMuFwuXXTRRdq4caPOPfdcSZLp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\nlZWVcdcNjxEuLS1N6RjJCvJVVFSktD/0/rtRFB2Zw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          }
        }
      ],
      "source": [
        "# define tidy3d geometries from the gds cell\n",
        "eskid_geo = td.PolySlab.from_gds(\n",
        "    cell_eskid,\n",
        "    gds_layer=1,\n",
        "    axis=2,\n",
        "    slab_bounds=(-h / 2, h / 2),\n",
        ")\n",
        "\n",
        "# plot the geometries\n",
        "fig, ax = plt.subplots()\n",
        "for geo in eskid_geo:\n",
        "    geo.plot(z=0, ax=ax)\n",
        "\n",
        "ax.set_xlim(-0.7 * L, 0.7 * L)\n",
        "ax.set_ylim(-0.2 * R, 0.2 * R)\n",
        "ax.set_aspect(\"auto\")\n",
        "plt.show()"
      ],
      "id": "744d2863"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define Tidy3D Structures using the previously defined geometries and\n",
        "materials."
      ],
      "id": "39d41cb8-410c-4b75-824f-6b302b6789ab"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [],
      "source": [
        "# define tidy3d structures from the geometries\n",
        "eskid_structure = [td.Structure(geometry=geo, medium=si) for geo in eskid_geo]\n",
        "\n",
        "# define the substrate structure\n",
        "substrate = td.Structure(\n",
        "    geometry=td.Box.from_bounds(\n",
        "        rmin=(-inf_eff, -inf_eff, -inf_eff), rmax=(inf_eff, inf_eff, -h / 2)\n",
        "    ),\n",
        "    medium=sio2,\n",
        ")"
      ],
      "id": "e7687a24"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define a ModeSource to excite the TE0 mode at the input waveguide and\n",
        "then define two ModeMonitors at the through port and cross port to\n",
        "measure the transmission. And finally we add a FieldMonitor at the $z=0$\n",
        "plane to visualize the power propagation and coupling."
      ],
      "id": "d41df37f-f6f4-4c33-89f9-46bab8465361"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "# add a mode source as excitation\n",
        "mode_spec = td.ModeSpec(num_modes=1, target_neff=n_si)\n",
        "\n",
        "input_x = -L / 2 - R\n",
        "input_y = (N + 1) * p / 2 + w / 2 + R + lda0 / 4\n",
        "\n",
        "mode_source = td.ModeSource(\n",
        "    center=(input_x, input_y, 0),\n",
        "    size=(5 * w, 0, 9 * h),\n",
        "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
        "    direction=\"-\",\n",
        "    mode_spec=mode_spec,\n",
        "    mode_index=0,\n",
        ")\n",
        "\n",
        "# add a mode monitor to measure transmission at the through port\n",
        "mode_monitor_I1 = td.ModeMonitor(\n",
        "    center=(-input_x, input_y, 0),\n",
        "    size=(5 * w, 0, 9 * h),\n",
        "    freqs=freqs,\n",
        "    mode_spec=mode_spec,\n",
        "    name=\"I1\",\n",
        ")\n",
        "\n",
        "# add a mode monitor to measure transmission at the cross port\n",
        "mode_monitor_I2 = td.ModeMonitor(\n",
        "    center=(-input_x, -input_y, 0),\n",
        "    size=(5 * w, 0, 9 * h),\n",
        "    freqs=freqs,\n",
        "    mode_spec=mode_spec,\n",
        "    name=\"I2\",\n",
        ")\n",
        "\n",
        "# add a filed monitor to visualize field distribution at z=0\n",
        "field_monitor = td.FieldMonitor(\n",
        "    size=(td.inf, td.inf, 0), freqs=[freq0], interval_space=(3, 3, 1), name=\"field\"\n",
        ")"
      ],
      "id": "18f8c992"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define a Tidy3D Simulation using the components above. Due to the thin\n",
        "anisotropic metamaterial claddings, a fine grid needs to be used to\n",
        "ensure an accurate simulation. Here we use the automatic nonuniform grid\n",
        "with `min_steps_per_wvl` set to 20."
      ],
      "id": "3a2efc60-1170-4e11-bf21-aee5bc3e9402"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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AsN8RRxyB7u5uAOP/UBPNfmPR3kTMmTMHZ5xxBp5//nls2rQJdXV1KCoqGvc8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\nEZHm2KgkIiIiIiIiIiIizf0PqSuMMwHuSpYAAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "# simulation domain size\n",
        "Lx = 1.25 * L\n",
        "Ly = 2.4 * R\n",
        "Lz = 9 * h\n",
        "sim_size = (Lx, Ly, Lz)\n",
        "\n",
        "run_time = 5e-12  # simulation run time\n",
        "\n",
        "# construct simulation\n",
        "sim_eskid = td.Simulation(\n",
        "    size=sim_size,\n",
        "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=20, wavelength=lda0),\n",
        "    structures=eskid_structure + [substrate],\n",
        "    sources=[mode_source],\n",
        "    monitors=[mode_monitor_I1, mode_monitor_I2, field_monitor],\n",
        "    run_time=run_time,\n",
        "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
        ")\n",
        "\n",
        "# plot the simulation\n",
        "sim_eskid.plot(z=0)\n",
        "plt.show()"
      ],
      "id": "af10ecf5"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Since the simulation contains very thin waveguides, it’s crucial to have\n",
        "a sufficiently small grid size to resolve them. We can inspect the grid\n",
        "by using the `plot_grid` method."
      ],
      "id": "314258f7-32f8-4045-a3e8-28c771a98ca4"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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22zf63Hnnnae5c+dq6NCh6tWrlzp3\n7qx27dopGo1q8uTJuvPOO7Vo0SJJ0oknnqiRI0cmczoAAAAAYIvEpDlEly5dNGHCBJ1wwgn66quv\nYmsdNzR06FA99thjSY/RcPmnOXPm6Cc/+UnC/BFHHKFJkyY1+lxxcbE+/vhjffzxx6H75ebm6te/\n/rX++te/KhKJJN0XAAAAALY0TJoT2GuvvTRjxgyNGzdOL7/8shYsWKCCggL17NlTp5xyio455piE\n+++0006SpK233rrJ7d26ddOuu+5q7tOtW7e4z91333369a9/rQkTJmjatGlasmSJvvvuOxUVFalr\n167q16+fTj31VHXt2tU8TrJG/uEhtcqP/5Ka/flCfbpwZeh+zW33lvHUxZLx1MWS8dTFkvHUxZLx\n1MWS8dTFkqFL8hlPXSwZT10sGU9dLBlPXSwZT10sGU9dLBlPXSwZT10smXSOU11Tm3CfloIlp7BJ\nGi45dc8dP1dxcWFc5vEnJ2vkyQeFHqO57d4ynrpYMp66WDKeulgynrpYMp66WDKeulgydEk+46mL\nJeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyWTznEqKio1+qK7JbXsJad4EBgAAAAAACGYNAMA\nAAAAEIJJMwAAAAAAIZg0AwAAAAAQgkkzAAAAAAAheHo2NknDp2cPGtgndMmpXruFL3nV3HZvGU9d\nLBlPXSwZT10sGU9dLBlPXSwZT10sGbokn/HUxZLx1MWS8dTFkvHUxZLx1MWS8dTFkvHUxZLx1MWS\nSec41TW1enXidEkt++nZrNOMlBkxvB9LTjnMeOpiyXjqYsl46mLJeOpiyXjqYsnQJfmMpy6WjKcu\nloynLpaMpy6WjKculoynLpaMpy6WjKculky6l5zaMGluybg9GwAAAACAEEyaAQAAAAAIwaQZAAAA\nAIAQTJoBAAAAAAjB07OxSXh6tv+Mpy6WjKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjqYsl4\n6mLJeOpiyXjqYsl46mLJeOpiyfD07Obx9GykDE/P9pnx1MWS8dTFkvHUxZLx1MWS8dTFkqFL8hlP\nXSwZT10sGU9dLBlPXSwZT10sGU9dLBlPXSwZT10sGZ6e3TxuzwYAAAAAIASTZgAAAAAAQjBpBgAA\nAAAgBJNmAAAAAABCMGkGAAAAACAET89Gynw2da4KC/LjPr9i0UrNmjI7dL/mtnvLeOpiyXjqYsl4\n6mLJeOpiyXjqYsl46mLJ0CX5jKculoynLpaMpy6WjKculoynLpaMpy6WjKculoynLpZMOseprKpJ\nuE9LwTrN2CQN12mOfniLStoWx2Uuv/EZ3XDZCaHHaG67t4ynLpaMpy6WjKculoynLpaMpy6WjKcu\nlgxdks946mLJeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyaRznLJVFSrd7zeSWvY6zdyeDQAA\nAABACCbNAAAAAACEYNIMAAAAAEAIJs0AAAAAAITgQWDYJA0fBHbxWYc3+fTsN9+fq0P79gw9RnPb\nvWU8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWToknzGUxdLxlMXS8ZTF0vGUxdLxlMXS8ZTF0vGUxdL\nxlMXSyad41RW1ei2sa9LatkPAmPSjE3C07P9Zzx1sWQ8dbFkPHWxZDx1sWQ8dbFk6JJ8xlMXS8ZT\nF0vGUxdLxlMXS8ZTF0vGUxdLxlMXS8ZTF0uGp2c3j9uzAQAAAAAIwaQZAAAAAIAQTJoBAAAAAAjB\npBkAAAAAgBBMmgEAAAAACMHTs7FJWHLKf8ZTF0vGUxdLxlMXS8ZTF0vGUxdLhi7JZzx1sWQ8dbFk\nPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFkWHKqeUyasUlYcsp/xlMXS8ZTF0vGUxdLxlMXS8ZTF0uG\nLslnPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWRYcqp53J4NAAAAAEAIJs0AAAAAAIRg\n0gwAAAAAQAgmzQAAAAAAhMjLdgFsPkb+4SG1yo//kpr9+UJ9unBl6H7NbfeW8dTFkvHUxZLx1MWS\n8dTFkvHUxZLx1MWSoUvyGU9dLBlPXSwZT10sGU9dLBlPXSwZT10sGU9dLBlPXSyZdI5TXVObcJ+W\ngkkzUmbE8H4qLi6M+/zjT07WyJMPCt2vue3eMp66WDKeulgynrpYMp66WDKeulgynrpYMnRJPuOp\niyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyXjqYslk85xKioq9erE6Qn3awm4PRsAAAAAgBBMmgEA\nAAAACMGkGQAAAACAEEyaAQAAAAAIkZUHgVVVVWnFihWqrKxUhw4d1LZt22zUAAAAAAAgoUgQBEE6\nBwiCQFOmTNHrr7+uN998Ux9++KG+//77Rpn8/Hz16NFDAwYM0IABAzRo0CCVlJSksxZSpKysTKWl\npZKkQQP7hC451Wu3rqHHaG67t4ynLpaMpy6WjKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjq\nYsl46mLJeOpiyXjqYsl46mLJeOpiyaRznOqa2tjTs6PRaIud46Vt0rxy5Uo98MADuvvuu/XVV19t\n1L5FRUU65ZRTdOGFF+qAAw5IRz2kSMNJ8z13/JwlpxxmPHWxZDx1sWQ8dbFkPHWxZDx1sWToknzG\nUxdLxlMXS8ZTF0vGUxdLxlMXS8ZTF0vGUxdLxlMXSybdS06NvuhuSS170pzy27PXrFmj//3f/9XN\nN9+sdevWxT5fWFioffbZR71791ZpaanatWungoICrVy5UtFoVN9++63ef/99LVu2TOvWrdODDz6o\nBx98UIcddphuueUW9enTJ9VVAQAAAABIKKWT5kcffVS//e1vtXTpUklS165dNWrUKB1//PHaZ599\n1KpVq2aPMW/ePL322msaN26c3nrrLb3xxhvad999dfbZZ+vWW2/V1ltvncrKAAAAAACESunTs2+5\n5RYtXbpUAwcO1KRJk/TNN9/ohhtuUN++fU0TZknacccddf755+vNN9/U/PnzdcUVV6h169a6//77\nNXfu3FTWBQAAAAAgoZROmg899FBNnjxZr776qo444gjl5Gza4bt166a//OUvmj9/vn73u9+pqKgo\nRU0BAAAAAGhe2p+ejc0bT8/2n/HUxZLx1MWS8dTFkvHUxZLx1MWSoUvyGU9dLBlPXSwZT10sGU9d\nLBlPXSwZT10sGU9dLBlPXSwZnp7dvKys04zN04jh/Xh6tsOMpy6WjKculoynLpaMpy6WjKculgxd\nks946mLJeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyaT76dkbJs0tWUpvzwYAAAAAYHPCpBkA\nAAAAgBAZvT174cKF+r//+z+9+eab+vLLL/X999+rrq4u4T5vv/229tlnnww1BAAAAADg/8vYpPnR\nRx/Vz372M61du3aj9mtuUg0AAAAAQLpkZNI8ffp0nXnmmaqrq1Nubq4OOeQQ7b333iopKWl2Wart\nttsuExUBAAAAAIiTkUnzXXfdpbq6OnXt2lUTJkzQHnvskYlhkWGfTZ2rwoL8uM+vWLRSs6bMDt2v\nue3eMp66WDKeulgynrpYMp66WDKeulgynrpYMnRJPuOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOp\niyXjqYslk85xKqtqEu7TUmRk0vzZZ59Jkq699lomzJuxP/7yWJW0LY77/OU3PqMbLjshdL/mtnvL\neOpiyXjqYsl46mLJeOpiyXjqYsl46mLJ0CX5jKculoynLpaMpy6WjKculoynLpaMpy6WjKculoyn\nLpZMOscpW1Wh28a+nnC/liAjT89u06aNJKlXr16ZGA4AAAAAgJTIyKS5T58+kqRFixZlYjgAAAAA\nAFIiI5PmCy+8UAUFBbr//vszMRwAAAAAACmRkUnz9ttvr0ceeUSvvvqqLr74YlVVVWViWAAAAAAA\nNkkkCIIgU4O98847uuCCCxSNRjVs2DD17NlTrVu3TrjPiBEj1KFDhww1xMYqKytTaWmpJOnisw5v\n8unZb74/V4f27Rl6jOa2e8t46mLJeOpiyXjqYsl46mLJeOpiyXjqYsnQJfmMpy6WjKculoynLpaM\npy6WjKculoynLpaMpy6WjKculkw6x6msqok9CCwajaqkpCThMbzKyNOzJam+vl4ffvih1qxZo6VL\nl+qee+4x7bfffvsxaW4heHq2z4ynLpaMpy6WjKculoynLpaMpy6WDF2Sz3jqYsl46mLJeOpiyXjq\nYsl46mLJeOpiyXjqYsl46mLJ8PTs5mVk0hwEgU4++WQ9/fTTmRgOAAAAAICUyMik+fHHH49NmIcN\nG6bRo0drr732UklJiXJyEv9adUFBQSYqAgAAAAAQJyOT5meffVaSdOqpp+rRRx/NxJAAAAAAAGyy\njDw9e8mSJZKks88+OxPDAQAAAACQEhmZNHfp0kWSVFRUlInhAAAAAABIiYwsOfXoo49q1KhRuvHG\nG3XppZemezhkEEtO+c946mLJeOpiyXjqYsl46mLJeOpiydAl+YynLpaMpy6WjKculoynLpaMpy6W\njKculoynLpaMpy6WDEtONS8jk+ba2lodeeSRmj17tj744AN169Yt3UMiQxpOmqMf3sKSUw4znrpY\nMp66WDKeulgynrpYMp66WDJ0ST7jqYsl46mLJeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJZPuJadK\n9/uNpJY9ac7I7dl5eXl67rnndNBBB6lfv3568MEHtWbNmkwMDQAAAABA0jLy9OwTTzxRn3zyiSRp\n+fLlOuecc3T++eerS5cuat26dcJ9n376ae2xxx6ZqAkAAAAAQCMZmTTPnz9fc+bMafS5uro6LViw\noNl9161bl65aAAAAAAAklJFJ84gRI7TffvsltW/Hjh1T3AYAAAAAAJuMTJr/8Ic/ZGKYtKisrNST\nTz6pl156SQsXLlRBQYF69OihkSNH6rDDDnM1Tqa6hhn5h4fUKj/+S2r25wv16cKVofs1t91bxlMX\nS8ZTF0vGUxdLxlMXS8ZTF0vGUxdLhi7JZzx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFk\n0jlOdU1twn1aiow8Pbulmj17tkaMGKHZs2c3uf2kk07S2LFjN3n96VSMk6muP9bw6dn33PFzFRcX\nxmUef3KyRp58UOgxmtvuLeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJUOX5DOeulgynrpYMp66WDKe\nulgynrpYMp66WDKeulgynrpYMukcp6KiUqMvulsST89Oi7Fjx+rxxx/P2vjLli3T4MGDNXv2bBUX\nF2vMmDF6++23NWHCBI0aNUqS9O9//1unn3561sfJVFcAAAAA2NJk5PbsZPztb3/T119/raFDh6q4\nOH7t33S76qqrtGDBAuXm5mr8+PE6+OCDY9sGDx6s7bffXjfccIOeeeYZvfDCCzruuOOyNk6mugIA\nAADAliYjk+YxY8Zo/vz55vyiRYv02WefSZK++eYb7b777mlq1rQVK1bogQcekCSdfvrpjSahG1x3\n3XV68MEHtXTpUv3v//5vUhPRVIyTqa4AAAAAsCXKyKT5ueee00cffbTR+3Xo0EHdu3dPfaFmPP/8\n86qrq5MknXnmmU1m8vPzNXLkSP3973/Xu+++qyVLlmjbbbfN+DiZ6goAAAAAW6KM/E7zrrvuqr33\n3jvhn912202tW7eO7TN48GC9/fbbjT6XKVOmTJEk5ebmql+/fqG5gw5a/4vuQRDovffey8o4meoK\nAAAAAFsiV0/Prq2t1ZNPPqlf/OIXysnJ0VtvvaXevXtnvMdPf/pTvffee9phhx0S3lY+c+ZM7b33\n3pLW34J+5ZVXZnycTHUN0/Dp2YMG9gldcqrXbl1Dj9Hcdm8ZT10sGU9dLBlPXSwZT10sGU9dLBlP\nXSwZuiSf8dTFkvHUxZLx1MWS8dTFkvHUxZLx1MWS8dTFkvHUxZJJ5zjVNbV6deJ0SS376dmuHgSW\nl5en0047TQUFBTrxxBP1i1/8Qm+99VbGeyxZskSSmr2FuUuXLrGPly5dmpVxMtG1rKwsdFt5eXns\n4xHD+7HklMOMpy6WjKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjqYsl46mLJeOpiyXjqYsl4\n6mLJeOpiyaR7yakNk+aWzNWkeYMTTjhB22yzjd5++22tWLFCHTp0yOj4a9askaRmbw1vuH3DPpke\nJxNdN7yTDAAAAABbGpfrNEciEW2//faSknsHd1PV1tZKWv97wok03L5hn0yPk6muAAAAALAlcvlO\nsyQtX75cktS+ffuMj73VVltp1apVqqysTJhbt25do32yMU4mukaj0dBt5eXl2mmnnTbqeAAAAADQ\nUricNM+ePVvLli3TnnvumZWlkUpKSrRo0SKtXLkyYa7hZHKbbbbJyjiZ6NpSf2EfAAAAADaVq6dn\nS9K3336rk08+WTNnztQrr7yigw8+OOMdTjjhBD377LMqLi7W6tWrFYlEmsy9/vrrOuKIIyRJ999/\nv84555yMj5OprmF4erb/jKculoynLpaMpy6WjKculoynLpYMXZLPeOpiyXjqYsl46mLJeOpiyXjq\nYsl46mLJeOpiyXjqYsnw9OzmZeSd5t///vf66quvEmaCINC3336rTz75RJWVlerdu7duu+023Xbb\nbU3m//a3v6XttuA+ffro2WefVUVFhWbPnq3dd9+9ydwHH3zQaJ9sjJOprhY8PdtnxlMXS8ZTF0vG\nUxdLxlMXS8ZTF0uGLslnPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWR4enbzMjJpfu21\n1/TRRx9t1D6ffPKJPvnkk9Dtl19+edomzUOHDtUf//hHSdILL7wQOhF94YUXJEldu3ZNaiKainEy\n1RUAAAAAtkQZmTTvu+++ST0oK5E2bdqk9HgN7bPPPvrJT36ijz/+WP/4xz904YUXqm3bto0yr7/+\nuqZMmSJJOvfcc0Nvi073OJnqCgAAAABbooxMmu+5555MDJNSN910k4488kgtWbJExx13nB566CHt\nsMMOkta/c37qqadKkrp06aJLL720yWMcf/zxmjdvntq0aaO33347beOk4hgAAAAAgHgu12n24LDD\nDtOtt96qSCSit956SzvvvLN69OihLl266Mgjj9SKFStUUlKi//znP6Hves+ePVszZszQrFmz0jpO\nKo4BAAAAAIjHpDmBX/3qV3r99dd16KGHKggCffnll1qyZImKi4t1xhlnaObMmdpnn31cjJOprgAA\nAACwJXG5TrMnhx56qA499FBVVFRo0aJFKigoUJcuXZSfn9/svs8995wqKyuVm5ub1nFSeYxN8dnU\nuSosiB9rxaKVmjVlduh+zW33lvHUxZLx1MWS8dTFkvHUxZLx1MWS8dTFkqFL8hlPXSwZT10sGU9d\nLBlPXSwZT10sGU9dLBlPXSwZT10smXSOU1lVk3CfliKl6zQvXrxYXbp0SdXhGlmzZo3q6+u19dZb\np+X4SE7DdZqjH96ikrbFcZnLb3xGN1x2QugxmtvuLeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJUOX\n5DOeulgynrpYMp66WDKeulgynrpYMp66WDKeulgynrpYMukcp2xVhUr3+42klr1Oc0pvzx4+fLhO\nOeUUzZ6d+F8hNsbatWt14403ascdd9TcuXNTdlwAAAAAAJqT0klzUVGRnnzySfXu3VvHH3+8nn32\nWVVXVyd1rFmzZul3v/uddtxxR/3ud79TNBpVUVFRKusCAAAAAJBQSn+n+aWXXtINN9ygW265Rc89\n95yee+45lZaW6phjjlG/fv3Ur18/7b777nGT37q6Oi1cuFBTp07V+++/r0mTJmnGjBmx7Ycffrhu\nueUW7bHHHqmsCwAAAABAQimdNG+11VYaM2aMRo8erT//+c965JFHFI1GNW7cOI0bNy6WKyoqUmlp\nqQoKChSNRrVq1So19avVBx54oC6//HIde+yxqawJAAAAAIBJSh8E9mOrVq3S2LFj9dBDD2natGmq\nr69vdp+uXbtq2LBh+vnPf67evXunqxpSpOGDwC4+6/Amn5795vtzdWjfnqHHaG67t4ynLpaMpy6W\njKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyaRznMqq\nGt029nVJLftBYGmdNDe0atUqTZ48WR999JGWLVumFStWqLq6Wu3bt1eHDh3Uo0cPDRgwQDvvvHMm\n6iBFeHq2/4ynLpaMpy6WjKculoynLpaMpy6WDF2Sz3jqYsl46mLJeOpiyXjqYsl46mLJeOpiyXjq\nYsl46mLJ8PTs5mVsnea2bdtqyJAhGjJkSKaGBAAAAABgk6T06dkAAAAAAGxOmDQDAAAAABCCSTMA\nAAAAACGYNAMAAAAAECJjT8/G5oklp/xnPHWxZDx1sWQ8dbFkPHWxZDx1sWToknzGUxdLxlMXS8ZT\nF0vGUxdLxlMXS8ZTF0vGUxdLxlMXS4Ylp5rHpBmbhCWn/Gc8dbFkPHWxZDx1sWQ8dbFkPHWxZOiS\nfMZTF0vGUxdLxlMXS8ZTF0vGUxdLxlMXS8ZTF0vGUxdLhiWnmsft2QAAAAAAhGDSDAAAAABACCbN\nAAAAAACEYNIMAAAAAECIvEwMUlNTo/z8+KcqY/My8g8PqVV+/JfU7M8X6tOFK0P3a267t4ynLpaM\npy6WjKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyaRz\nnOqa2oT7tBQZmTQPHDhQO+20k8477zwdeOCBmRgSWTBieD8VFxfGff7xJydr5MkHhe7X3HZvGU9d\nLBlPXSwZT10sGU9dLBlPXSwZT10sGbokn/HUxZLx1MWS8dTFkvHUxZLx1MWS8dTFkvHUxZLx1MWS\nSec4FRWVenXi9IT7tQQZuT17zZo1euCBB3TQQQepV69euummm7R8+fJMDA0AAAAAQNIyMmkeMWKE\n2rVrJ0n6/PPPddlll6lr164aMWKEXn75ZdXV1WWiBgAAAAAAGyUjk+Y//OEPWrRokR577DEdfvjh\nikQiqqmp0TPPPKMhQ4aoe/fuuvrqqzVv3rxM1AEAAAAAwCRjT88uKCjQyJEj9dprr+mLL77Q5Zdf\nrs6dO0uSFi5cqDFjxmjnnXfWkUceqccee0yVlZWZqgYAAAAAQJOysuTUzjvvrOuvv14LFizQs88+\nq2OOOUY5OTkKgkCvvfaaTjvtNHXp0kW/+tWvNGPGjGxUBAAAAABAkSAIgmyXkKQFCxbo/vvv1/33\n369vv/220bZ9991XF154oU477TQVFRVlqSGaUlZWptLSUknSoIF9Qpec6rVb19BjNLfdW8ZTF0vG\nUxdLxlMXS8ZTF0vGUxdLxlMXS4YuyWc8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZNI5\nTnVNbezp2dFoVCUlJQmP4VVGlpyyaNeunbp3766uXbvGTZo/+ugjnX/++br66qv1v//7vzrjjDOy\n1BKJsOSUz4ynLpaMpy6WjKculoynLpaMpy6WDF2Sz3jqYsl46mLJeOpiyXjqYsl46mLJeOpiyXjq\nYsl46mLJsORU87I+aZ42bZruvfdePfroo1q1alXs8926ddP555+vrbbaSvfff78++eQTLVmyRGee\neabKysr0q1/9KoutAQAAAABbgqz8TvP333+vu+++W/vtt59+8pOf6K677tKqVauUm5uroUOH6j//\n+Y/mzZunq6++WpdccolmzZqld955RwcccIAk6U9/+pNqa2uzUR0AAAAAsAXJ6DvNU6ZM0b333qsn\nn3xSa9eujX1+u+2203nnnaef/exn6tq16Xvl+/fvr/Hjx6tbt24qKyvTN998o5133jlT1QEAAAAA\nW6CMTJrvv/9+3XTTTZo9e3bsczk5ORo8eLBGjx6tY489Vrm5uc0ep7S0VLvssotmzJihsrKydFYG\nAAAAACAzT8/eb7/99NFHH0mSOnfurHPPPVcXXHCBdthhh40+1lFHHaXp06frlVde0d57753qqthI\nPD3bf8ZTF0vGUxdLxlMXS8ZTF0vGUxdLhi7JZzx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8\ndbFkeHp28zLyTnNOTo4GDhyo0aNHa9iwYcrLS37YCRMmpLAZUomnZ/vMeOpiyXjqYsl46mLJeOpi\nyXjqYsnQJfmMpy6WjKculoynLpaMpy6WjKculoynLpaMpy6WjKculgxPz25eRibN48ePV7t27TIx\nFAAAAAAAKZORp2czYQYAAAAAtERZWXIKAAAAAICWgEkzAAAAAAAhmDQDAAAAABAiIw8Cw5Zh5pTP\nVFiQH/f5ZQtWaNpbs0L3a267t4ynLpaMpy6WjKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjq\nYsl46mLJeOpiyXjqYsl46mLJeOpiyaRznMqqmoT7tBRMmpEyV154tErato77/FW3vqAxlxwXul9z\n271lPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFk6JJ8xlMXS8ZTF0vGUxdLxlMXS8ZTF0vGUxdLxlMX\nS8ZTF0smneOUrVqrOx55K+F+LQG3ZwMAAAAAEIJJMwAAAAAAIZg0AwAAAAAQgkkzAAAAAAAhIkEQ\nBNkugZarrKxMpaWlkqSLRh3S5NOz3/rgSx2y/y6hx2huu7eMpy6WjKculoynLpaMpy6WjKculoyn\nLpYMXZLPeOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyXjqYsmkc5zKqprYg8Ci0ahKSkoSHsMr\nnp6NlOHp2T4znrpYMp66WDKeulgynrpYMp66WDJ0ST7jqYsl46mLJeOpiyXjqYsl46mLJeOpiyXj\nqYsl46mLJcPTs5vH7dkAAAAAAIRg0gwAAAAAQAhuz0ZW1NfWqr62VpIU1NdndfycvDzl5GX2W2H9\n+HWqrazM4vj///Vnmo/zv/7/QX1tbdbP/5Y8/pb4/R/U16u2sjJr42/p55/rr4fzz/U32+Nvqeef\n6292z39LxplCRgVBoJqKCgV1dbGLRX1NjarXrFF+cbEikUjaO1SvWdNo/EhOjiK5uRkZv+Hrr6+t\nUe26dVkbv+Hrr6upURAEGRm/rqZmfYcsn/+gvl71teu7ZPv8R3Jz0zpuw/E9nX8ps9//ic5/fnFx\nWsduOH59zfrv/R+Pv7mffynx9TfdtvTrr+Tn5x/XX86/xPV3S7r+bg6YNCOjaioqVF9bq7p16xTU\n1Un6///qVVNRoVZbbZXW8etqauLGj+TmKreoKCPjN3z99TU1qv3hB1Y2xm/4+oP6+oyNH9TXq3bt\n2qyf/6Cubv3/g7Vrs37+c4uKVFdTk9axN4zv6fxLmf3+T3T+ayoq0jp2w/Hra2tV+8N4W9L5b+76\nm25b+vXX088/rr+cf4nr75Z0/d0csOQUNsnGLDkV1Ner/odv2iAIlPPDv+6+PW2eDtp7h/W3ieTn\nK5IT/6v2qXgUflBfr7emfqH+e3ZtNH59XZ0ikUhs/Lc/+jotj+X/8eufMmuhDuqzQ9z4DV9/KpcR\nCDv/9XV1mjJzgQ7ed6fQ85+KLhvGf/ujr9V/r+2TPv/Jdmnq9U+e/o3679k19PxbxrJ2OXjfnULP\nfyQS0ZRZC3XIAT1Cz3+yr3sD6/mP5OSkZemJZL//U9Zl6hc6cO9uoec/Jy9P78z4Vocc0GOTxmru\n/NfX1mryjG908D47xo3f8PWnegmRlnD9TcX5D8uk4/q7MV08XH9T8fMv2S7JXH9TeR3KxPU3FT//\nMnn9TcXPP3MmBdffVPz84/qbnevvunVVuvOxyZJYcgqQ1PySU7WVlapdt061FRXKKypS5Iffo/jj\nHRN01ZkHKq+4WHlFRcorLAw9RiLNZWorK3VVdbWuOqN/o/GD2lrVrlsXG/9Pd72alsfy//j1X3vv\n6/rThYPixm/4+lO5jEDY+Q9qa3XNHRP0x9FHhp7/VHTZMP41t7+s634xOOnzn2yXpl7/n+56VX/8\n2eGh598ylrXLny4cFHr+a9et05iHp+jai44KPf/Jvu4NrOc/r7AwLUtPJPv9n6ouV9z4rK45/9DQ\n859XXKzr7nszbct2NHz9Yx7K0bUXHRU3fsPXn+olRFrC9TcV5z8sk47r78Z08XD9TcXPv2S7JHP9\nTeV1KBPX31T8/Mvk9TcVP/+smVRcf1Px84/rb3auvyuWR2OT5paMp2cDAAAAABCCd5qRMTl5ebGH\nDtRWVcW++Orr6hTJzVUkJyetT/HLyctTJBKJG7+2qipz4zd4/UF9/fp/5cvS+I1ef05O5sbPyXFx\n/vP0w1M0PZz/3NzYLVJpH9/R+Zcy9/0fyYkkPv85OYrkpO9BLA1ff31dnYIfnl66pZx/y/U3U+d/\ni73+Ovr5x/X3R+Nv5uef6y/X383B5vEq0CLk5OX9/4durFv3/59eGIkot6hIkdzctF80lJMTP/4P\nnTIxfsPXX//DbTHZGr/h64/8sC0T40d+uHhn+/zX/vD/IJNff2HnP7eoSMrED01n51/K3Pf/hr+w\nJPr+T/T7jJuq4evfEs+/5fqbqfO/pV5/Pf384/q7ZZ1/rr9b+PU3d/OYbm4erwItRn5x8folDlq3\njj3yfsM6cZl45H1ufv76i1eD8TP5yP2Grz8nP195xcVZG7/R68/Jydj4kZwc5Tk4/0F9/fr/B61b\nZ//85+YqNz/+IXrpGN/T+Zcy+/2f6PxncvycvDzl/TDelnT+uf5m9/rr6fxz/eX8S1x/t6Tr7+aA\nSTNS5uxrn1Cr/PgvqdmfL9ScpatC95v9+UJ9WfZswmM3d4xMZlI5zlflVSk5Tir6frlyXNq7/P+x\n1mZkHNv/gxc26TievjYtmebOfya7xPok+P73dO4sGftrrnTUxcf1N/Pf+5t2/U3tNTH9119P3ycb\nMomuvx77puZnrY/rbyp+/mUyk9qfOVx/MzlOdU1twn1aCibNSJkRw/upuDj+yX+PPzlZI08+KHS/\n5rZ7y3jqYsl46mLJeOpiyXjqYsl46mLJeOpiydAl+YynLpaMpy6WjKculoynLpaMpy6WjKculoyn\nLpaMpy6WTDrHqaio1KsTpyfcryXg6dkAAAAAAIRg0gwAAAAAQAgmzQAAAAAAhGDSDAAAAABACCbN\nAAAAAACEiARBEGS7BFqusrIylZaWSpIGDewTuuRUr926hh6jue3eMp66WDKeulgynrpYMp66WDKe\nulgynrpYMnRJPuOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyXjqYslk85xqmtqY0/PjkajKikp\nSXgMr1hyCinDklM+M566WDKeulgynrpYMp66WDKeulgydEk+46mLJeOpiyXjqYsl46mLJeOpiyXj\nqYsl46mLJeOpiyXDklPN4/ZsAAAAAABCMGkGAAAAACAEk2YAAAAAAEIwaQYAAAAAIARPz8Ym4enZ\n/jOeulgynrpYMp66WDKeulgynrpYMnRJPuOpiyXjqYsl46mLJeOpiyXjqYsl46mLJeOpiyXjqYsl\nw9Ozm8fTs5EyPD3bZ8ZTF0vGUxdLxlMXS8ZTF0vGUxdLhi7JZzx1sWQ8dbFkPHWxZDx1sWQ8dbFk\nPHWxZDx1sWQ8dbFkeHp287g9GwAAAACAEEyaAQAAAAAIwaQZAAAAAIAQTJoBAAAAAAjBg8AMysrK\nNGnSJC1cuFAFBQXq0aOHDjvsMOXlpeb0rVu3Th999JEWLVqkJUuWKAgCde7cWf369dOOO+7Y7P7/\n+te/tHz58mZze+65p4YNG5aKygAAAACwRWDSnEBVVZWuvvpq3Xbbbaqurm60rWPHjvrHP/6hU045\nJenjP/bYY7rzzjs1derUuONvcOihh+of//iH9txzz9Dj/OMf/9Cnn37a7HijRo1K66R55pTPVFiQ\nH/f5ZQtWaNpbs0L3a267t4ynLpaMpy6WjKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjqYsl4\n6mLJeOpiyXjqYsl46mLJeOpiyaRznMqqmoT7tBRMmkPU19frlFNO0fPPPy9J6tOnjwYMGKCKigq9\n8MILWr58uUaOHKny8nKNHj06qTFeeeUVTZ48WZK01VZbacCAAdpll10UiUQ0depUTZkyRW+++aYO\nOOAAvfzyyzrssMMSHm+vvfbS0KFDQ7f36dMnqZ5WV154tErato77/FW3vqAxlxwXul9z271lPHWx\nZDx1sWQ8dbFkPHWxZDx1sWQ8dbFk6JJ8xlMXS8ZTF0vGUxdLxlMXS8ZTF0vGUxdLxlMXS8ZTF0sm\nneOUrVqrOx55K+F+LQGT5hB33HFHbMJ85ZVXasyYMbFtN998s4YMGaLJkyfrf/7nf3TYYYepZ8+e\nSY3Ts2dP/f73v9dpp52mwsLGaxyPHz9eI0aM0Lp163Taaadp7ty5atOmTeix9tlnn0Y9AQAAAACb\nhgeBNaG6ulp//vOfJUl9+/aNfbzB1ltvrUcffVStWrVSbW2trrvuuqTG+cUvfqFPPvlE5557btyE\nWZKOPvro2CR46dKlevrpp5MaZ3NUX1ur2spK1VZWqr62doseP6ivz+r42Xj9QX095z/Lr7++ts7F\n+d+Sx6+vrduiX3+2x99Szz/X3+x//XH9zf74W+r3f7bHzybeaW7CpEmTtGLFCknSRRddpEgkEpfZ\nfvvtNWzYMP373//Wc889p8rKyiYnvokccMABzWZGjBih3/72t5Kkjz/+WGefffZGjZFJgYL0jxEE\nqqmoUFBXF/thGcnJUSQ3N+1jbxi/rqZmfYcfjZ9fXNzk10qqx//x66+vqVH1mjVZG7/h60+3DePX\n19Sodt26uPE39/MvSdVr1oSe/0y+/vra9f8Psn3+Izk5qqupURAEGRnf0/d/fe36Ltk+/1vq9dfT\n+ef6m/3rb7pt6ddfyc/PP2/f/5mQ7euvB0yamzBx4sTYxwMHDgzNDRw4UP/+979VUVGhKVOm6PDD\nD095l4KCgtjH6374IeVVTcVaqW16f3DUVFSovrZWdevWKairkyRFcnOVW1Skupr0P2hgw8Widu3a\nuPFrKirUaqut0j7+j1//+n91rs3a+A1ff7ptGL++tla1P4y3JZ3/upqahOc/k6+/vqZGtT/8hSGb\n5z+Sm6ugvj5j43v6/q+vqVHt2rVZP/9b6vXX0/nn+pv962+6benXX08//7x9/28J118PIkEQpP/t\nwRZm0KBBmjhxojp06JBwKaf3339f/fr1k7T+Cda//OUvU97lhRdeiD3x+i9/+YuuuOKKuEzv3r31\n6aefatiwYTrzzDM1f/58RSIRderUSf369dNOO+2U8l4blJWVqbS0VJL08xP7qfVWRYrkNL7r/60P\nvtQh++8Seozmtm/IHLzvTqr/4aIZBIFyfvjXtfq6OkUiEU2ZtVCHHNAjbvxkxmoqE9TXq76mRm9/\n9LX677V93Pg5eXnKyc9XJCdnk8YJy2wY/8ev/+1p83TQ3js0Gj9Vr7lRZuoXOnDvbqHnPycvT+/M\n+FaHHNBjk8Zq7vzX19Zq8oxvdPA+O8aN3/D1p/r/QbLnP1Vdgvp6vTX1C/Xfs2vo+c/Jz9fbH32d\nku+3H2d+/PqnzFqog/rsEHr+U/W6mzv/9XV1mjJzgQ7ed6fQ85+KLtbv/+bOf7Jdmnr9k6d/o/57\ndk3r+d+QycT1NxXnP5PX3+bOfzLjhGZScP1Nxc+/TF5/U/HzL1VdLNffVPz8C8uk4/qbip9/mbz+\npuLnX7JduP5u2vW3sqom9iCwaDSqkpKShK/ZK95pbsL8+fMlrb8FO5GG2+fNm5eWLjfffHPs4+OO\nS/zEuueffz728LKG+vfvrxtvvFH9+/dPqkNZWVnotvLy8tjHvz9ngNp3LFXej25TT9UT+/504SDV\nrlun2ooK5RUVKfLDOtlBba1q163TmIen6NqLjoobP5mxmsrUVlaqdt06XXP7y7ruF4Pjxs8rLlZe\nUZHyCgvT8hTCDeP/+PX/8Y4JuurMAxuNn6rX3NAVNz6ra84/NPT85xUX67r73kzbExwbvv4xD+Xo\n2ouOihu/4etP9f+DZM9/qrrUVlbqqupqXXVG/9Dzn1dUpD/d9WpanpD549d/7b2v608XDgo9/6l6\n3c2d/6C2VtfcMUF/HH1k6PlPRRfr939z5z/ZLk29/j/d9ar++LPD03r+N2Qycf1NxfnP5PW3ufOf\nzDhhUnH9TcXPv0xef1Px8y9VXSzX31T8/AvLpOP6m4qff5m8/qbi51+yXbj+btr1l6dnb8a+//57\nSUr4pOofb1+9enXKe9x555166631X2SnnHKKevfuHZotLCzU/vvvr+7du6tz584qKyvT5MmT9fnn\nn2vKlCkaMGCAHnjgAZ1++ukb3WPDO8kAAAAAsKVh0tyEDb873KpVq4S5dP6+8TvvvKNLLrlEktSl\nSxf985//DM3eeOONGjBggFq3jl8j+amnntK5556r1atX69xzz9W+++6rXr16pbTrBpFIjnLy0vcl\nlZOXF3voQG1VVeyLt7aqSpHc3NgtImkfPyen6fFzsvP66+vqMjJ+JCeS+Pzn5CiSk74HQTR8/fV1\ndQp+eGrjlnL+c/LyFIlEEp7/TL7+oL5+/b8yZ/n811ZVxb4vt7Tv/6C+3sf530Kvv5k8/1x//V9/\nM3X+t9jrr6Off1x/fzR+ml+/F5v/K0xCUVGRvv/+e1VXVyfMVVVVNdonVWbPnq1hw4apurparVu3\n1tNPP6327duH5o8++ujQbSeeeKIKCgp03HHHqaamRjfccIPGjh27UX2i0WjotvLy8v//O9O5uen/\npt3w0IN16/7/0zt/+JwycdHKzVXkh4v3j8ePZOv1RyIZGX/DBTvs/G+4cKZLw9e/JZ7/nLw8KScn\n4fnP5Ouv/+G2rKyf/w3fkxka39P3f31tbUa//rj+Zu/8c/31f/3N1PnfUq+/nn7+cf3N7Pn3YvN/\nhT/48MMPNWHChCa37brrrjrppJNi/92mTRstW7ZMa9asSXjMhrdkN3crt9X8+fM1cOBArVy5Uq1a\ntdKzzz4be9hYsoYOHao999xTs2bNCj0HiVh/YT+/OP6d7lTLLy5e/4j/1q3jHnmfm5+fkfEjOTnK\na2L8TCw50dTrz8nLU05eXtbGz8brz8nLU94P421J5z83P3/9Dy8HX385+fnK++H7IZvnf8O/fmdq\nfE/f/zn5+cpr3Tr7538Lvf56Ov9cf7n+ZnL8bFx/PZ1/b9//W8L114MtZtL83nvv6eqrr25y27Bh\nwxpNmrt3764vv/xSCxYsSHjMhtu7d+++yR0XL16sI444QosWLVJeXp4ef/xxDRo0aJOPK0n77ruv\nZs2apeXLlye1prRFROlfoy0SiajVVlvFlpmQ/v8PzUyIRCLKzc9XfnFx1saPe/35+Rl71L+H899q\nq63W/7D64e6OLen8S3Jx/utra5WTt/7/QdbPf16ecvPzM7JGpLfv/5y89V2yff631Ovvlnj+uf5m\n//xvqddfyc/531K//7N5/fVgi1ly6v3339eLL77Y5Lbdd99dp512Wuy/f/3rX+u2226TJC1btkwd\nO3Zscr//+7//0/nnny9p/drORx55ZNL9VqxYoQEDBmj27NnKycnRuHHjdOqppyZ9vB8799xz9cAD\nD0iS1q5dm7LbyRsuOXXRqENUWBD/r12pXPbAQ8ZTF0vGUxdLxlMXS8ZTF0vGUxdLxlMXS4YuyWc8\ndbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZNI5DktOtTB9+/ZV3759TdkjjzwyNmmeNGlS\nowl1Q5MmTZIktW7dOunlnKT1E8+BAwdq9uzZikQiuu+++1I6YZak6dOnS5Lat2+f0t+/bujKC49W\nSdv4W7RTueyBh4ynLpaMpy6WjKculoynLpaMpy6WjKculgxdks946mLJeOpiyXjqYsl46mLJeOpi\nyXjqYsl46mLJeOpiyaRznM1lyan0PbWgBRs4cKDatWsnaf2yT01ZvHixnn32WUnr109u6snVFqtX\nr9ZRRx2lGTNmSJLuuOMOnXPOOUkdK8yrr76qadOmSVLKbvcGAAAAgC0Bk+YmFBQU6IorrpC0fumn\nMWPGNNpeUVGh008/XVVVVcrNzdU111zT5HHuvvtujRkzRjfddFOT29etW6ehQ4dq6tSpkqRbb71V\nF1544UZ1ffPNNzVv3rzQ7RMmTNDIkSMlSbm5ubr88ss36vgAAAAAsCXbYm7P3lgXX3yxJk2apPHj\nx+vqq6/WSy+9pEMPPVQVFRV65plntGjRIknSLbfcErru8d///nfNmTNHbdu21aWXXhq3/cILL9R/\n//tfSeuf4L1mzZq4CXpDO+64o0aNGtXoc3fffbeeeOIJ7bHHHurVq5c6d+6sdu3aKRqNavLkybF3\nmHNycnTvvfdqzz33TOp8AAAAAMCWiElziNzcXD399NP63e9+p7vuukvvvfee3nvvvdj2kpIS3Xrr\nrTrrrLOSHmP+/Pmxj+fMmRP6dO8NjjjiiLhJ8+GHH67p06fr008/1aefftrkfv3799ff/vY3HXjg\ngUl3BQAAAIAtEZPmBIqKinT77bfr6quv1iuvvKIFCxaooKBAPXv21KBBg1RQUJBw/wsvvFArVqwI\nffDWGWecoYMOOsjcZ5dd4p9Yd8EFF+iCCy7Q/PnzNW3aNC1ZskTfffedioqK1LVrV/Xr10877rij\neYxNcfa1T6hVfvyX1OzPF2rO0lWh+zW33VvGUxdLxlMXS8ZTF0vGUxdLxlMXS8ZTF0uGLslnPHWx\nZDx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWTSOU51TW3CfVqKLWbJKaRHwyWn7rnj5youjl//\n+fEnJ2vkyeH/ONDcdm8ZT10sGU9dLBlPXSwZT10sGU9dLBlPXSwZuiSf8dTFkvHUxZLx1MWS8dTF\nkvHUxZLx1MWS8dTFkvHUxZJJ5zgVFZUafdHdklr2klM8CAwAAAAAgBBMmgEAAAAACMGkGQAAAACA\nEEyaAQAAAAAIwaQZAAAAAIAQTJoBAAAAAAjBpBkAAAAAgBCs04xN0nCd5kED+6hVfl5cZvbnC9Vr\nt66hx2huu7eMpy6WjKculoynLpaMpy6WjKculoynLpYMXZLPeOpiyXjqYsl46mLJeOpiyXjqYsl4\n6mLJeOpiyXjqYsmkc5zqmlq9OnG6pJa9TnP8DAdI0ojh/VRcXBj3eRaAz27GUxdLxlMXS8ZTF0vG\nUxdLxlMXS4YuyWc8dbFkPHWxZDx1sWQ8dbFkPHWxZDx1sWQ8dbFkPHWxZNI5TkVFZWzS3JJxezYA\nAAAAACGYNAMAAAAAEIJJMwAAAAAAIZg0AwAAAAAQgkkzAAAAAAAhmDQDAAAAABCCSTMAAAAAACEi\nQ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rhkLHVxyVjq4pKx1MUlY6mLS8ZSF5eMpS4umVjup6ioRJdese9PRevz0MwLgQEAAAAA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\nZ599Vm0XKfLjl0X5+fnauHGjJPdjz+7du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RbyGYIK1f3gunbtWu+aa64J/LZ8/7cGDRp4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\nSUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "# inspect the grid\n",
        "ax = sim_eskid.plot(z=0, hlim=[-1, 1], vlim=[-1, 1])\n",
        "sim_eskid.plot_grid(z=0, ax=ax, hlim=[-1, 1], vlim=[-1, 1])\n",
        "plt.show()"
      ],
      "id": "ed7ac6a8"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Once everything is confirmed, we submit the simulation job to the\n",
        "server. The fine grid combined with the large simulation domain will\n",
        "lead to a higher FlexCredit cost. Before running the simulation, we can\n",
        "get a cost estimation using `estimate_cost`. This prevents us from\n",
        "accidentally running large jobs that we set up by mistake. The estimated\n",
        "cost is the maximum cost corresponding to running all the time steps."
      ],
      "id": "fec310e6-cd8f-4952-849d-0bd42ce1713c"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "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\">14:28:20 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'eskid'</span> with resource_id                              \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-b89591b6-9caf-4578-ba6b-788d1e534f8e'</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-b89591b6-9caf-4578-ba6b-788d1e534f8e\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-b89591b6-9ca</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-b89591b6-9caf-4578-ba6b-788d1e534f8e\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">f-4578-ba6b-788d1e534f8e'</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\":\"3c1d4d10cbf94d6d9649ebf062298295\",\"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\">14:28:22 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">13.830</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>"
            ]
          }
        }
      ],
      "source": [
        "job = web.Job(simulation=sim_eskid, task_name=\"eskid\", verbose=True)\n",
        "estimated_cost = web.estimate_cost(job.task_id)"
      ],
      "id": "0f4ac92f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The cost is reasonable given the simulation size so we can run the\n",
        "simulation now."
      ],
      "id": "3e1e464d-937f-4038-a098-15352ba781da"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "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\">14:28:23 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\":\"a7403de7461348b197eb26b94582cf9d\",\"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\">14:28:25 UTC </span>Loading results from data/eskid.hdf5                               \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sim_data_eskid = job.run(path=\"data/eskid.hdf5\")"
      ],
      "id": "8e6ba50c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Result Analysis and Visualization\n",
        "\n",
        "We define a helper function `postprocess` to plot the crosstalk and\n",
        "field distribution. The crosstalk is defined as $I_2/I_1$, where $I_1$\n",
        "is the power transmitted to the through port and $I_2$ is the power\n",
        "transmitted to the cross port."
      ],
      "id": "933fec6b-c8ea-4c71-a480-433fdb50d188"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [],
      "source": [
        "def postprocess(sim_data):\n",
        "    I1 = np.abs(sim_data[\"I1\"].amps.sel(mode_index=0, direction=\"+\")) ** 2\n",
        "    I2 = np.abs(sim_data[\"I2\"].amps.sel(mode_index=0, direction=\"-\")) ** 2\n",
        "    crosstalk = I2 / I1\n",
        "\n",
        "    fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 4), tight_layout=True)\n",
        "\n",
        "    ax1.plot(ldas, 10 * np.log10(crosstalk))\n",
        "    ax1.set_xlabel(r\"Wavelength ($\\mu m$)\")\n",
        "    ax1.set_xlim(np.min(ldas), np.max(ldas))\n",
        "    ax1.set_ylim(-80, 0)\n",
        "    ax1.set_ylabel(\"Crosstalk (dB)\")\n",
        "\n",
        "    sim_data.plot_field(\"field\", \"E\", \"abs\", vmin=0, vmax=80, ax=ax2)\n",
        "    ax2.set_aspect(\"auto\")\n",
        "    plt.show()"
      ],
      "id": "2383a6f0"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Call the `postprocess` function on the simulation data of the eskid\n",
        "waveguide simulation. Here we see the crosstalk is below -40 dB around\n",
        "the 100 nm bandwidth. At about 1550 nm, exception coupling occurs and\n",
        "the crosstalk is well below -80 dB. The exceptional coupling wavelength\n",
        "can be effectively tuned by changing the geometric parameters such as\n",
        "the waveguide width.\n",
        "\n",
        "From the field distribution plot, we see the field stays at the top\n",
        "waveguide throughout the coupling regime, confirming the low crosstalk."
      ],
      "id": "097b6baf-f060-4e6c-a542-9c679493778c"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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r2rRp8vl8Wrt2rZYuXSpJ6tOnj+bO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\nAED+sld4ZK/8AAAA8BeGYchkMpX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S09N144036tprr/VW\n6Cgjdu3a5fI99vDDD2vFihUaNGiQ4uLidN999+mqq67KtW9KSook6ciRI7JYLPr111/Vp08fx/bR\no0drzJgxuvrqq5WWlqbbb79de/bsYQh1P9G+fXtFRUW5HALq+eef15QpU/T4448rLi5ON910k7Zs\n2ZKrij8zM1P333+/PvvsM0nStddeq379+qlq1aqKjo7W7NmztWDBAv3666965ZVXNGHCBG+8NJQC\n9s8fKWv41YEDB2r27NlOQ8+NHz9egwcP1h9//KGffvpJc+bM0dChQx3bi3O+z7k+fCHn+71JkyZa\nsWKF6tSp41h/33336cUXX9QLL7yg/fv367nnntN7773n2O6t77fu6Ke0fhd/6KGHdPLkSXXo0KFY\nN8Z66zPHHf2Utc/H2bNnO244bdWqlaZMmeJyP/vrKug1mUwmBQQEKCMjo0Q/g5L0461Yi4v3s++k\npKRo6NChOnnypKS8rxvwuV9yfO4XrQ13s5//xMfHS5KmTJmiRx991Gmf++67T926ddOJEyf0yCOP\n6LrrrnO6KZfPfcB98h5zEX4nLCzMZeLVbsyYMXrqqackZVXszJo1y2l79mHrCvogy/5lmKoy/1Gn\nTh2XiVcp60Tk008/dVRUz5w502kIj/wkJCSoX79+Onz4sKSsE2mG6vRP+d1VWbduXc2fP9/xmfPm\nm2/m2mfKlCmOqod3333XY3Gi7MrvPXb55Zfriy++kJT1JcDVEP7Z/1befvvtTolXu27dumncuHGS\npH379mnp0qUlDRtlRGRkZL7zUj/22GO68847JUnbt2/X4sWLc+0zYcIER+L1iy++0MKFC/XAAw/o\npptu0iOPPKJVq1bpqaeekmEYeuqppxzvWZR/2T9/goKC9MUXX+Sa8yvnevt7yVUbhT3f51wfvpBz\nSPV33nnHKfFq99xzz6lt27aSpK+++kqZmZku2/Dk91t39FMav4svXLhQ33zzjcxmsz777LMCL4y6\n4q3PHHf0U5Y+H5cvX66RI0fKMAzVqFFD8+bNyzMW++sq6DVZrVZlZGRIKtnPoCT9eCvW4uL97BuZ\nmZm68cYbtW7dOklZN82OHTvW5b587pcMn/tFb8PdssfUpUuXXIlXSWrYsKFef/11R1zffPONyzb4\n3AdKjuQrisQ+dIQk/f33307bKlWq5Hhun3MzL/Y7cCSpYsWKbokNZZ/JZNK9994rSTIMQ8uWLSvw\nmJSUFA0cOFCbNm2SJL3yyitO71Mguzp16ui6666TJO3YsUPnzp1zbDt48KBeeOEFSdLrr7/OcJwo\nlqFDhzrmjMv5d1Jy/luZvZrMVTt2a9ascV+AKPPuv/9+x/Oc77H4+Hh98MEHkqS+ffvmeWHppZde\nUsuWLSXJMdcbyr/snz+XX365qlev7nK/unXrqkuXLpJyf/4U53yfc32404MPPqhhw4a5fOzatcux\nX/b3akhIiPr27euyPZPJpCFDhkjKGgpwx44dLtvw5Pdbd/TjrVjPnDmT57//jTfe6NgvOTlZd999\ntyTpgQceUOfOnYvUj523PnPc0Y+3Yv3777/z/BlMnDixwOM3btyogQMHKjU1VZUrV9aiRYvUvHnz\nPPe3vy5PX+NxRz/eirW4eD97n81m05gxYzR//nxJ0tixY13ehG3H537x8blfvDbcrbDXGwYPHuwY\nQSmv830+94GSY9hhFEmtWrVUqVIlxcfHKzo62mlbkyZNZDabZbPZdOTIkXzbyb69WbNmHokVZZP9\nYrCkXO+xnNLT0zV06FBHkvbJJ590VGcDecn+Hjt58qSqVq0qSdq9e7dSU1NlsVj0+++/648//sh1\n7MGDBx3Pn3/+eceF6xkzZjgNww7/1qJFC0VHR7v8DGvevLmjSr9BgwZ5tpF926lTp9weI8qu/P5O\nbtq0SampqZLksqrazmw2q0+fPtq7d68OHTqk6Ohox00DKL+yX1zP7/PHvn3VqlU6f/68UlNTHX/j\nmjZt6tjnyJEj+Y4GcPToUUmc68O9fvvtNx04cMDlNvtcflLWe9X+3bR27dq5qryzy+tvbs73e37s\n20NDQ11W2ObHHf14K9akpCTNnj3b5bbsUyScPn1ax48flyTt3btXw4YNy7V/9psgv/jiC8cNRZMm\nTXJ8XuV8XfXr188ztpJ85rijH2/Fevjw4Tx/BgVdfN65c6f69u2r8+fPKzw8XL/99pvat2+f7zFN\nmzbVxo0bdfz4cdlstlzTHdiV9BqPO/rxVqzFxfvZ++677z59++23kqQbb7xRn3/+uUwmU577F+ez\nNCIiosg3brujH2/FWlh87peO35PCnu+HhYWpatWqOnPmTK7rDXzuA+5D8hVFZh9PPfucAVLWHcVN\nmzbVvn37tGXLlnzb2Lx5sySpdu3ajsQHIDkPFZHzPZZdZmamRowYod9//13/196dx0VV9v/jf7Gv\nKgKCC4iIEiAgirmLe0hApmRYZqZUd3ebUaZZept3u3aHpX0rSy0llzKzXHBJxb0UN9wQ3BARURFk\nk0W4fn/wm6sZZs4wwADh5/V8PObhONd1rut9Zg5n5pz3ua4DVN1X4qOPPmrw+Kj5q2kbq6iowLp1\n62psZ8+ePfL5999/b5TY6P6g2sZ0bV/du3fH9u3bAWjeI6Y69TKl6drp/yZ9+7DCwkL5XP2qZ13U\npzdWX47uX4GBgfK5vv2PermJiYlG0kq9jWPHjmHIkCE6l09PT5cn2AICAuoaMpGWRYsWKe6zVNMH\nA4C1tTW8vb2RkpJi8PYOaH7ndu7cGXZ2digqKjL4+LZbt256T+zrYox+GitWFxcX/PzzzzrLlE54\n6rqgsbrjx4/j+PHjAKqm2FedPK6+zxk4cKDO5S9cuCBHtdRln2OMfhor1qFDhyp+BvqSKqmpqRgx\nYgRycnJga2uLTZs2oW/fvjX2FxgYiDVr1qCsrAynT59WjFm1XQF1/wzq209jxVpX3J4b1+uvv45v\nvvkGQNUov/j4eMX9lEqXLl1gY2ODu3fv1rgvVZX7+/vXOjZj9NNYsdYF9/vGjbU21C+oMfT3T/Xz\nDdzvExkPk69UK0eOHJHz1Ou6UiQsLAxpaWk4ceIErl27pvNK2pycHBw6dAgA8PDDDzdswNTs7Nu3\nTz5XuhqpsrISkyZNwq+//goA+Ne//oUFCxY0Rnh0H1BtY1ZWVnBzc5Ov9+rVS/FEhsr27dvl/e/e\nffddeZLPxsamgaKl5qawsBAnTpwAoHsfFh4ejk8//RRA1T07lUYbJCcny+fqV9QS6fuedHFxkc9r\nugL+0qVL8rnS9LN0f2nbti2Cg4Nx5MgRjX2MLqryTp06aYxm69WrF1xcXHDjxg1s3rwZsbGxOpdP\nSEiQz/l7n4xJafpgXcLDw5GSkoLMzEzk5OQoXvSr9J2rmiVg3bp1SExMRHFxsda9ZAEgJSVFzmpR\nl+3dGP00Vqy2trY6RzNVpy9Jqx7L7NmzAQAxMTHys/X29pZ1evfuDScnJ+Tk5GDz5s145ZVXdLZV\n332OMfpprFg9PDzg4eFRq2UuX76M4cOHIzs7G1ZWVli/fj1CQkIMWjYsLAzvvPMOgKr7OSqdtFat\nl729vcFtG7ufxoq1rrg9N57Zs2cjLi4OQNV28dNPPxl0/1Fzc3OMHDkSv//+O3bt2qUx+4e6U6dO\nISMjA0Dd1tsY/TRWrIbifv+f8XcSGhoKMzMzVFRU6P29f+XKFZkQrn6+gft9IiMS1CytWLFCABAA\nREJCQqP0WVFRIUJDQ2W/iYmJWnWSkpJk+RtvvKGznf/85z+yzu7duxs6bKqjSZMmyc+pvLy8Ufq8\nfv26cHV1FQBEy5YtRVFRkc56zz33nIxt0qRJorKyslHiI+NSfdbDhw9vtD63bNkit52IiIhaL//V\nV1/J5Xft2mX8AMloTp48KT+rjz76qNH6nTZtmux3wYIFWuX37t0TnTt3FgBEv379FPdfqu9bU1NT\ncfHixYYOm+pg/vz58rM+duxYo/RZUlIievXqJQAIExMTcfbsWa1yW1tbAUB06dJFlJSU6Gznxo0b\nomXLlgKA6NatW2OETnWg2g84OTkZrc2FCxfK7Xbfvn0662zfvl3WeeWVV7TKX3vtNbkNHj16VKu8\ntLRU+Pr6CgCiU6dO4t69e0aLn6g2Tpw4IUxMTAQA8f777+usc/PmTeHg4CAAiICAAK3y9evXy7+H\nuLg4nW1MmTJFABBmZmbi3LlzdYrVGP00VqzGsnfvXhnvwoULFeu9/PLL8jfRiRMntMpLSkqEt7e3\nACC8vLxERUVFneIxRj+NFWttZGZmyt+eFhYWYuPGjbVuIyAgQAAQHTt2FIWFhVrl586dExYWFgKA\nmDx5cp1jNUY/jRVrXXF7bngff/yx3LcMGzZM3L17t1bLr127tsZ909NPPy0ACHNzc3H+/Pk6xWmM\nfhorVmPhfr9x/k5Gjx4tAAhXV1dx584dnXVmzJghP4vffvtNq5z7fSLjYPK1mapt8vXKlSsiKipK\nREVFia+++kpnndmzZ4s///xT54ngS5cuicjISNnnqFGjFPsaN26cPKD7/vvvNcpWr14td3gPP/xw\njXFT06lt8nXjxo1yG9N1Mu/s2bPis88+ExcuXNC5/J49e8QDDzwg+/z000911lOd8AMgnnjiiX/M\nD3yqvdomX99//325jelKzP/6668iPj5e3L59W6usrKxMLF68WNjb28sTD7pOGNeEydfmoy7J18cf\nf1xERUWJ6dOn6yxfsGCB2Lp1qygtLdUqy8nJEVOnTpV9enp6iuLiYp3tqB8kP//88xr1SktLxRtv\nvCHLp0yZYlDs1Phqm3xNTk6W+7BVq1Zplefn54u5c+cqtnXmzBkREhIi+3zmmWd01ouNjZV1IiMj\nRXZ2tkb5hQsXxIMPPijrLF68uMbYqWnUNvkaHx8vt7FTp07prFNWViZPALm5uYmkpCSN8j///FO0\nbdtWABAtWrQQ6enpWm3cuHFDtGrVSib5U1NTZVlxcbGYMGGC3L5WrlxZizUmMr5nnnlGABCWlpZi\n+fLlGmWZmZliwIABcntdt26dzjb69+8vAAhbW1uNxFVlZaX44osvNL7TdTl27Jj821yzZo1irPXt\nx1htNBZDT8JnZWWJFi1aCADC29tbI3lQVFQkxo8fL9tRen9/+OEH+RlUv3DJmP0Yow1junnzprwY\nxtzcXPzyyy91amfTpk0y7kcffVTk5+fLssuXL8sT3zY2NuLy5cs625g+fbqIiooSjz/+eIP2Y4w2\nGhK354a1aNEiGdOgQYMUL+jXp7KyUvTu3VsAEHZ2dhrnXCsrK0VcXJzs48UXX9TZRlJSkvyM1q5d\n22D9GKONxsT9fuP8nZw5c0ZYWlrK823qx4OVlZVi8eLFwszMTAAQvXr10pkH4H6fyDiYfG0m1JMO\nUVFRGifNBg4cqFG2aNEireXVT0LHxMTo7EO143VwcBD+/v5ixIgRIjIyUnTv3l2YmprK5fv27Sty\nc3MVY83LyxPdunWT9b29vUV4eLj80a86UXPz5k1jvT1kBKqkg+rh4eEhP6+xY8dqlO3Zs0drefUf\ndbpOKu/atUuWt2/fXgQHB4vw8HARFhYmOnXqJMsAiJdffllnjBs3bpR1TE1NxejRozXi0vXIysoy\n+ntFtaeedFA9rKysBADh4uKiVab+Y0lFfeS9rn2Q6so9c3Nz4enpKfr16yceeeQRMXToUNG6dWu5\nrI2Njfjpp5/qtB5Mvv5zqScdoqKixMiRI+Vn5e/vr1E2bdo0nW2ovgeDg4N1lgcHB8sTmj4+PmLI\nkCFi9OjRom/fvnJ7BiA8PDxqHE3y1ltvyfqtW7cWoaGhIiwsTDg7O2t8v9flhAE1jGnTpmlsR6qD\nOABixIgRGmXx8fFay6uPJnznnXe0ym/evCnLnZycRGBgoHjooYdERESE8PPzk6O3gKqL4JSu4i8u\nLhYDBw6Uda2srMSAAQPE6NGjRe/eveV2DkA89dRTnD3iHyI/P1/ru1B1kZKlpaVWWXJyslYb6lew\n6/uOSklJkfsaExMTERwcLB555BHRo0cPuZ3Z2NjoHR21bds2eUGlubm5GDhwoBg1apRwdHSUMbz0\n0kvGeGuI6qWoqEj06dNHbpdeXl4iMjJShISEaHx3z549W7GNjIwM4ebmJusGBgaK8PBw4enpKV/r\n3bu34nd2QkKCrDdnzpwG68dYbTQWQ0/CCyHE5s2bhbm5udznDBo0SISGhmr8xn/ttdcUl1e/sG3v\n3r0N1o+x2jAW9ZP+bm5uNR47z5w5U7GtWbNmybZatWolHnroITF48GD5XWBmZqY3uav6HW1mZqY3\n5vr2Y6w2GhK354Zx9uxZjd/LDz30UI3bvNJFj+np6aJ9+/ayre7du4vw8HCNc1f9+vVTvNh2w4YN\nst57772nGHN9+zFWG42F+/3Gs3LlSnku39raWgwZMkRERERobBedOnXSm4zkfp+o/ph8bSbUkw41\nPSZNmqS1vCHJ108++URjx1T94ePjIz7//HODRkHm5+eLf//733LqO9XD2tpaTJkyRefINGpa6idj\na3qsWLFCa/makq/Xr18X06ZNE/7+/jrbNDU1FUOGDBGbNm1SjHHVqlUGx6h6pKWlGfV9orpRTzoY\n8tB1cUZNyde//vpLPPPMM6Jdu3Y627S1tRUTJ04UKSkpdV4PJl//udSTDjU9unfvrrONmpKvP/74\no4iMjJQjqKs/2rVrJ95++23FqX2qW716tRyBpv5wcnISc+fO1TnClppO9+7dDd7GZsyYobV8TcnX\n0tJSMXfuXNGvXz/F7+SgoCCxZMmSGhOmZWVl4sMPPxQdOnRQ/E333XffGe29ofpTT74b8ti+fbtW\nG4YmX4WoGvEXHR0tr4pX/z0WGhoqjh8/XmPMR44c0Rg1qHq4ubmJb775pq5vBZHR3b17V8ycOVPj\n4gDVw9/fX3HEq7rs7Gzx5JNPav3NtGjRQsTGxuo9qW1o8rW+/RizjcZQm5PwQlSNJFON7FV/uLu7\n1/idZuhJ+Pr2Y8w2jCE8PLxW3y19+vTR2158fLxGIl/16NWrl9i/f7/eZQ09CV/ffozZRkPi9mx8\nhw8frtX2DuifSfD69eti/PjxWvvSli1bimnTpumdztjQ5Gt9+zFmG42B+/3GdeDAAdG3b1+tmGxs\nbMQLL7wgbt26VWMb3O8T1Y+JEEKA/vH27duH69evG1S3U6dO6NWrl8Zr+fn52LZtGwDA09MTwcHB\nissXFxcjPT0dWVlZKCwsRKtWrfDAAw+gbdu2tY67qKgIycnJuHXrFhwdHREYGIgWLVrUuh1qeOvW\nrUNlZaVBdXv37o2OHTtqvHb+/HkcP34cANC3b1+4ubkpLp+Tk4OMjAxkZWWhoqICzs7O8Pf3h729\nvd5+r169ij///NOgGFXCwsJgZ2dXq2XI+G7cuIE9e/YYXP+RRx6BpaWlxmvq+8HRo0fDwsJCcfmM\njAxcu3YNN27cgKWlJdq1awc/Pz+Ym5vXbQX+fxcvXsTRo0cBAIMHD0abNm3q1R4Zz6lTp5CSkmJQ\nXQcHB4wYMULrddV+0NHREcOGDVNcvry8HOnp6bh27Rpyc3Nhb28PT09PdO7cuU6xnzt3Dunp6Sgv\nL0eHDh0QGBgIU1PTOrVFDeePP/5AXl6eQXV9fHzg7++v8Zr6ftDX1xfdunVTXL6goABXrlzBtWvX\nUFJSAgcHB/j5+cHJyanWcaelpeHy5csoKipCy5Yt0bVrV7i7u9e6HWpYZWVl+P333w2uHxISAhcX\nF43X1PeDhn5H3blzB6dOnUJOTg5atmyJwMBAODo61ir2jIwMpKamorS0FG5ubggICICJiUmt2iBq\nDOXl5UhOTkZWVhYsLS3h7e2NTp061aqNvLw8nDp1Crm5uXBxcUFgYCBsbGz0LpOdnY29e/cCAPz8\n/ODn59cg/TREGw0pJycHu3btAgD06NEDXl5eBi2nvs9xd3eHv79/jfuckydP4ty5cwCAoUOHGvR9\nWpd+GqKN+ti/fz+ysrIMru/k5IShQ4fWWO/06dO4cuUKzM3N0bVrV4P+jnbu3Inbt2/D1NQUY8eO\nNSieuvTTEG00JG7PxpObm4sdO3bUaplBgwbB1dW1xnZPnTqFvLw8uLi4oHv37rC2tta7zPXr17Fv\n3z4AgL+/P3x8fGqMpS79NEQbDYn7/aZx9epVpKamoqioCC4uLggKCoKVlVWt2uB+n6humHwlIiIi\nIiIiIiIiIiIiIjICDqsgIiIiIiIiIiIiIiIiIjICJl+JiIiIiIiIiIiIiIiIiIyAyVciIiIiIiIi\nIiIiIiIiIiNg8pWIiIiIiIiIiIiIiIiIyAiYfCUiIiIiIiIiIiIiIiIiMgImX4mIiIiIiIiIiIiI\niIiIjIDJVyIiIiIiIiIiIiIiIiIiI2DylYiIiIiIiIiIiIiIiIjICJh8JSIiIiIiIiIiIiIiIiIy\nAiZfiYiIiIiIiIiIiIiIiIiMgMlXIiIiIiIiIiIiIiIiIiIjYPKViIiIiIiIiIiIiIiIiMgImHwl\nIiIiIiIiIiIiIiIiIjICJl+JiIiIiIiIiIiIiIiIiIzAvKkDICIiup9dv34diYmJAICIiAjY29s3\nbUBNLDs7G7t27QIAhIWFoVWrVg3e5507d5CQkABLS0uMHTu2wftrKLt27UJ2djb69OkDT0/Ppg6H\niIiIiIiIiIiIdGDylYiI6mTLli3Iy8uDnZ0dIiMj9dZdt24dysrKAACRkZGws7NTrLtv3z5cvXoV\nJiYmGDduHExNm/ckDcePH8cTTzwBAEhLS0OXLl2aOKKmdfLkSfl+nDx5slGSr3PnzkVcXByef/75\nZp18TU1NxQsvvIDBgwfLhD4REREREd2/Dh8+jG+++QZeXl6YOXNmU4dTZ7du3cLMmTNhaWmJuLg4\nWFpaNnVIREREDYrJVyIiqpMffvgBq1evhqmpKW7fvq2YRMvKykJUVJT8/4YNGxAREaHYbkxMDFJT\nU9G1a1dER0cbPW5qGPv370dGRgbatGmD4cOHN3U40vnz5/Hll1/C0tISs2bNaupw6mXKlCn4+OOP\nsXv3bqxbt65ZJ5KJiIiIiEg/IQRefPFFJCUl4YcffmjqcOrF2dkZGRkZ2Lp1Kzw9PTFt2rSmDomI\niKhBNe/hRERE1GQGDx4MAKisrMT+/fsV6+3evVvv/9VlZ2cjNTVVo31qHuLi4vDEE09gzpw5TR2K\nhhkzZqCsrAwxMTFwd3dv6nDqxcLCAm+//TYAYPr06bh3714TR0RERERERA0lPj4eSUlJ8Pb2xoQJ\nE5o6nHqbO3cuAOD999/HrVu3mjgaIiKihsXkKxER1cmQIUPkc30J1T179gAAOnbsqPF/XdTbUW+f\nqC4uXryIX3/9FQDw/PPPN3E0xvHkk0/Czs4OFy5cwPr165s6HCIiIiIiagDl5eV45513AAAzZ86E\nmZlZE0dUf3369MGIESNw584dfPDBB00dDhERUYNi8pWIiOrEx8cHrq6uAAxLqL755psAgKNHj6Kw\nsFBnXfV2OPKV6uvrr7+GEAL+/v4ICgpq6nCMws7ODmPGjAEAfPXVV00cDRERERERNYT169cjIyMD\ndnZ2GDduXFOHYzSTJk0CACxduhRFRUVNHA0REVHD4T1fiYiozkJCQvDzzz8jKSkJRUVFsLOz0yi/\nefMmzp49CwAYN24cvvjiC6SlpWH//v0IDQ3Vak+VqO3cuTPc3Nw0ysrKynDp0iVcu3YNubm5aN26\nNQICAuDs7Kwztjt37iAhIQEA8OCDD8LLy0vvupw5cwbJyckAgLFjx8LS0lJnvczMTKSkpODOnTtw\ncHBAUFAQHB0d9bZdG+fPn8fFixdRVFQEZ2dnBAcHw9bWVrH+sWPHcO7cOdjZ2SEyMhJA1b2BTpw4\ngfT0dNjb26NXr16K9+StrqioCElJScjNzUWHDh3Qo0cPmJtX/VzYvHkz8vPz4e3tjZ49ewIAzp07\nh2PHjuHq1asAgFu3bmH16tUabRpyH9j09HScPXsWlZWV8PX1haenp0HxKikrK8OyZcsAoMYputLT\n03Hw4EEA+j/7tLQ0HDlyBCYmJnj88cdhYmIiywoKCrBp0yYAwNChQ+WFCWlpaTh//jzMzc0REBCA\ntm3barV79+5dJCcn49q1a2jTpg169+6tGINqfeLj47Fz506kpqbC29tb7/oREREREVHzorrQcuzY\nsVrH2c3ZmDFjYG9vj/z8fKxcuRLPPfdcU4dERETUMAQREVEdLVq0SAAQAMT27du1yteuXSsACG9v\nbyGEEDExMQKAmDlzplbdnJwcYWJiIgCIyZMny9c3btwoHn30UWFvby/7Uj1MTEzEsGHDxLFjx7Ta\nKy8vF66urgKAeOKJJ2pcl+HDhwsAolu3bjrLf//9dxEcHKwVg6mpqYiIiBApKSk6l0tISJB109LS\ndNaprKwU33zzjejcubNW+5aWlmLKlCkiOztb57JTp04VAISHh4cQQoidO3cKHx8fjTYsLCxEbGys\nKC8vV1z/u3fviunTpwtbW1uNZTt06CBWrlwphBDigQceEADESy+9JJebP3++VszVHwMGDJD1t2/f\nLl8/efKkyMrKEg8//LD87FWP4cOHi4yMDMV4a7J3717Z1sGDB/XW/e9//ysAiFatWonKykrFeq+9\n9poAIDp27KhVtmnTJtnf+fPnxdatW0VQUJDW5/DGG2/IZYqKisSbb74pHBwctN7zffv2KcZRWFgo\nzMzMBAARFxdX85tBRERERET1UlZWJmJjY0VMTIx48803xb179xTrfv755yImJkY8++yzIisrq9Z9\nXbhwQR4bbNiwQbHejRs3RExMjIiJiRGnTp1SrHf58mVZ78KFC1rlzz//vIiJiRFbt24VQlQdS//y\nyy/i7bffFrGxseLbb78VRUVFWstlZGSIBQsWiFdffVXMmDFDbNmyxaD1i46OFgBE7969DapPRETU\nHHHkKxER1Zn61MC7d+/GiBEjNMpV0wiHhIQAAAYNGoQlS5bonKZ4z549EEJotbts2TKsX78eLVq0\nQEBAANq3bw9TU1OcP38eaWlp2LlzJwYMGIBt27ZhwIABcjlzc3M8+eSTiIuLw/r161FQUIAWLVro\nXI/MzEzs2rULwN/TIKmbMWMG5s2bB6Bq2tcHH3wQjo6OuHbtGg4fPoyNGzdiz5492Lp1K/r27Vvz\nG6emrKwM0dHR8v6dTk5OCA4Ohp2dHS5evIgTJ05g6dKl2LFjB/bu3Qt3d3fFtrZs2YJHHnkE9vb2\nGDVqFCwsLHDw4EHcunULcXFxKC4uxtdff6213L179/Doo49i69atAABHR0f07dsXJiYm+Ouvv/Dk\nk0+itLRUZ58+Pj6Ijo7G/v37cfXqVTg7O2uNcvXx8dG57I0bNxAeHo6srCwMGDAAbdq0QUpKCs6e\nPYsdO3Zg2LBhOH78uN6Rv0pUo6gtLS3Ro0cPvXWPHTsGAAgKCtIYzapUT1d7qjJ7e3usWrUKs2fP\nhrOzMx5++GGUlJTgwIEDKCkpwf/+9z94enrikUcewciRI5GamoqgoCB07NgR586dQ0pKCjIzMzFm\nzBhcvHgR9vb2Wn3Z2dnB398fJ06cQGJiIl577TWD3hMiIiIiIqobCwsLBAcH46mnngIA2Nra4t13\n39Wqt3HjRkydOhUAMHXqVJ0z39Rkx44d8nm/fv0U6925cwdLliwBADz22GPo1q2bzno3b96U9Z59\n9ll07txZo3zJkiWoqKiAj48PvLy8EBERgZSUFI06c+bMwZYtWxAQEAAA+OijjzBnzhyUl5fLOp98\n8gnCwsKwbt06WFtbK8bdv39/rFmzBklJScjLy4ODg4NiXSIiomarqbO/RETUfFVWVgpnZ2cBQISE\nhGiVd+/eXQAQy5cvF0L8fQWvpaWlKC4u1qgbGxsrr+69fPmyfP2HH34QW7ZsEWVlZVrtJyYmii5d\nuggAwsvLS1RUVGiUHz9+XLa5ZMkSxfX46KOP5CjWzMxMjbKvv/5athEbGyvy8/M1ys+dOycCAgLk\niMXqVwTXNPL15ZdfFgCEubm5+Pzzz7XWc+/evXIE76BBg7SWV418dXR0FG3atBGvv/66uHv3riwv\nLCwUDz/8sBwpfPr0aa02PvjgAxnjiy++KEpKSmRZaWmpiI2NFS1bthRt2rTRGvmqEhUVpTXKVRf1\nka8PPPCAGDBggLhy5YpGnU8//VTWmTdvnt72lISGhgoAIjg4uMa6np6e8vNVUllZKVq1aiUAiLlz\n52qVq9bf3NxcmJubi08++UTjszx9+rQcve3v7y98fX2Fn5+fOHr0qEYfr7/+ulz3n376STGe5557\nTgAQrVu3rnH9iIiIiIjIOCZNmiQACDMzM5GYmKhRdvXqVeHk5CQAiB49emgcV9XGhAkTBADRtWtX\nvfXS0tLksUNCQoJivcOHD+udFUg1q87s2bNFx44dhZubm5gxY4b48ssvRWxsrLCzsxMAhJubmygq\nKpLHz6NGjRKffvqpWLBggRgyZIjs49VXX9Ub96FDh2Td33//3bA3hYiIqJlh8pWIiOpl7NixAoCw\nsrLSOLjMzc0VpqamWsnU9u3bCwBix44dGu307NlTY/pcQ505c0b2o+uAU5UAHjJkiGIbfn5+AoAI\nDQ3VeL2goEC0bt1aABD/+te/FJe/cuWKsLGxEQDEokWLNMr0JV/Pnj0rp9tduHChYvu7du2SbVQ/\nwFclXwGIxx57TOfy165dE+bm5joTh8XFxXIdhw8frhhDeHi47MdYyde2bduK3NxcnfV69+4tAIgH\nH3xQb3tKVFMvR0ZG6q2Xl5cnP4MVK1Yo1lM/saFr6i9VAheA+OKLL3S2oTpRA0C0a9dO51TSOTk5\nBiWe58yZI+tVvyCAiIiIiIgaRmFhobwdS4cOHcStW7eEEEJUVFTIBKSdnZ04d+5cnfvw8vISAMS4\nceP01jN28rVFixYiJCREFBQUaJQfOHBAHjO9/PLLwsrKSvzwww9a7Tz22GPyYuvbt28rxlNWVibb\n03VLIiIiovuBqQGDY4mIiBSppgguLS3FX3/9JV/fu3cvKisr0bFjR3h4eMjXBw0aBAAaUw/n5+fj\nxIkTGu0ZytfXF927d5d9Vvf0008DqJqGNj09Xas8KSkJZ86c0air8uuvvyI3NxcmJiaYPXu2Ygzu\n7u6IiIgAACQkJBgc+7JlyyCEQJs2bfDCCy8o1hsyZAh8fX1rbP+tt97S+Xq7du0QHBwM4O/pcVV2\n7tyJ3NxcAMC0adMU254+fbpiWV298MILilNMRUZGAgCSk5NRWVlZ67Zv3rwJoGoKZX2OHz8up7vu\n2bOnYr2jR4/K59Xr5eXl4dKlSwCAkSNH4pVXXtHZRps2beTz7777Di4uLlp1WrduDVPTqp9n5ubK\nd4dwcnKSz2/cuKFYj4iIiIiIjMfOzg6rV6+GlZUVMjMzMXnyZADABx98gMTERADAl19+CW9v7zr3\nkZWVBQBwdnaud7y1UVpaipUrV2rd+qRfv37y1jKLFi3CuHHjtI6dAWDWrFkAqm6to7qtjy4WFhZo\n1aoVgL/XlYiI6H7De74SEVG9VL/vq+r+rqp7bqr+rzJo0CCsWbNGlgPAvn37UFFRodWeOiEELl26\nhAsXLiA/P1/j3jKq5JkqAaZuwoQJmDFjBu7du4f4+Hi88847GuXLly8HALRo0QJjxozRKFMlcx0c\nHHDw4EGt/tT/Vd0TNTU1VWf8uqjab9eunbznq6rN6u3b2Njobd/W1lbvvU09PDzw119/4datWxqv\nJyUlAQBMTU1lYlyXfv36wdLSEmVlZTWsleHU79FbnSphX1paioKCAnlwbihVQrmm+wcdP34cQNX7\n98ADDyjWUyVfXV1d0b59e51tAEBMTIxiGxcvXgQAtG/fHmFhYTrrZGRkyGRzp06dFNtSX6+cnBx4\neXkp1iUiIiIiIuMJCgrC/Pnz8eqrr2LDhg2YMmWKPK6cMGECJk2aVOe2i4uLUVxcDEDzgsvGMGrU\nKHTo0EFnWZ8+ffDHH38AAKZMmaKzTkBAAKytrVFSUoKzZ8/q7cvJyQl5eXnyolkiIqL7DZOvRERU\nL4GBgXB0dMTt27c1RrPqS74CwJ9//omysjJYWlpqLFc9+VpSUoJ58+bh22+/xdWrV/XGcufOHa3X\nXF1dERoaik2bNmHFihUaydd79+5h9erVAIBx48bJBKeKqr/c3FyMGzdOb98qeXl5BtVTbz85Obne\n7Ts6OsoRk7qo1q2kpETj9ezsbABVIy7t7OwUl7ewsICrqysyMjIMitMQ6iNBq1P/LEpKSmqdfLWz\ns0NBQQGKior01lMlTgMDA2FmZqZYT5V81TU6VlVmbm4uR0Drohp1PHr0aJiYmOisoxoBDkCO6NZF\nfb1atGihWI+IiIiIiIzvlVdewY4dO/Dbb79h2bJlAAAvLy989dVX9Wq3sLBQPtd3fNYQ9B1/qI/C\nVapnamoKJycnZGZm1nhcrFq3goKC2gdKRETUDDD5SkRE9WJiYoJBgwbht99+w4EDB1BeXo6SkhKZ\naKqefPX394eDgwPy8vJw6NAhDBw4UCZq3dzcNEbw3bt3D6GhoTI5a21tDT8/P7Rr1w42NjYyWbZ3\n715cu3ZNjp6t7umnn8amTZtw7tw5HDp0CL179wYAbN68WV5pq2vaJFWi0tHRESNHjjTo/WjZsqVB\n9dTb9/T0lDHVxM/PT+fr+hKH6tRH1gJV7zGgf4pbFQsLC4P6MFRdYzZEmzZtUFBQgNu3b+utp9pO\n9U05XFM9VZmfn5/iCZLc3Fw5MvvBBx9U7EeVyHVwcEDnzp0V6+Xk5Mjn+pLYRERERETUMBYuXIgN\nGzbImWu+/fbbel8Y2bp1a/m8Nhf2GoO+Y1n140VD6qnPVKWLat1quk0MERFRc8XkKxER1dvgwYPx\n22+/obi4GEeOHEFeXh4qKirg6uqqNZWrqakpBgwYgE2bNmH37t3o2bMnjhw5IttRt2zZMpl4fe+9\n9/D666/D1tZWq/8RI0bg2rVrivGNHj1aJnyXL18uE52qqaE6deqklSQG/p7myd7eXo6QNSYnJyfc\nvHkTvr6+DdK+IVQH97m5uaioqNCbEK0+ZfE/Wfv27XHx4kW9MZeVlcnpsPQlXy9duiTb0TW1syr5\nqrqvri7q94zVV0/Vlr4ppIG/PwtLS0uesCAiIiIiagJz5syRiVcAWLp0KYYOHVqvNi0sLOSxa00X\nkjZnqotJeSEpERHdr5TnJyQiIjKQetJ0z549ciSr0j1EVa/v3r0bBw8elFfFVk++btu2DQDQq1cv\nzJo1S2fiFQBSUlL0xmdlZYXo6GgAwOrVq1FeXo7c3Fxs3LgRADBx4kSd08CqEnJXrlzReT/Z+lK1\nrxox3BS6desGoCoReerUKcV6aWlpyM/PVyxXmka3qfTp0wdA1ZTOSiNnT58+Le9h6+vrq9jW5s2b\n5fPqSdq7d+/K7U9fAleVfFWN3q6pXk0jcVXTJffu3VvvdNNERERERGR8q1atktMNBwYGAgDi4+Ox\nYsWKerft4eEBALh+/Xq92wL+nu3on6KwsFDeRkW1rkRERPcbnq0jIqJ6CwoKkvfk3L17t+L9XlVU\nydcDBw5gx44d8vXqyVdVsk/f/T43b96MzMzMGmNUTSuck5ODzZs3Y82aNSgtLdUoq27MmDEysfXx\nxx/X2EdtPfbYYwCqplz6+uuvjd6+IYYPHy5Hu37//feK9ZYuXaq3HWtrawDa95RtKqptKS8vD6mp\nqTrrqBKYAOS2UF1ZWRm++OILAFWjhD09PTXKk5OT5XTXhox8DQwMVJziOScnR95TV9/I14qKCiQl\nJQHQ/pshIiIiIqKGdeHCBbzwwgsAqo55Dx8+LI9xX3zxRZw/f75e7avaUv3mN4S+RO3Vq1frFY+x\nHTp0SD5XumCbiIiouWPylYiI6s3U1BQDBw4EAOzbt08eJColX3v16gUbGxsUFRVh8eLFAIB27drB\n29tbo57q/q8HDx6U08OqO336NJ599lnFEbHq+vfvj65duwKomm5YNeVw//790aVLF53L+Pj4yMTs\n4sWLMW/ePL33H83KytI7/XF1jz76qJwC+c0338Qvv/yit35aWhru3LljcPuG6NChA6KiogAAX375\nJbZv365VJzExEQsWLJAJVl3c3d1ljKrRpE0pJCQElpaWAKq2H13Uk6+rVq3SKi8tLcXkyZNl8rb6\n9gn8PU2wmZkZunfvrhiPamptfSNaVW3VVO/kyZMoLCwEUDXlNhERERERNY7y8nI88cQTyM/Ph6Oj\nI3788UdYWlrixx9/hKOjIwoLCzF+/Ph6zWykusAyKytLXpxZk/379yuWrV+/vs6xNIQ///wTQNUF\nvKoZi4iIiO43TL4SEZFRDBkyBEDVaNXy8nI4ODggICBAZ11LS0uZdFTd60XXCL6YmBiYmpqiuLgY\nffv2RWxsLJYsWYLFixdj8uTJCA4ORs+ePQ2+r44qkbphwwaZkFMa9ary5Zdfom/fvgCAGTNmoFu3\nbpg1axaWLVuGpUuX4sMPP8Qrr7yCnj17okOHDti5c6dBsQBVU/WuXbsWHTt2RGlpKR577DEMGDAA\nH3zwAZYvX47Fixfjv//9L55//nl07doV3t7eDTL9cVxcHFxcXFBeXo6wsDBMnDgR3333Hb777jtM\nnjwZI0eOxMSJE+WUULqmGFYlAfPz8xEZGYnFixdj9erVWL16tcbo5sbSqlUrjBkzBgDw888/66yj\nSnZaW1vj22+/RVhYGBYuXIjly5dj9uzZ8PX1xdq1a2FlZQWgKtn/1ltvITExUbahGtHq4+OjeBFA\nQUGBvPrdkNGxdnZ2WvdKVqdan86dO3PkKxERERFRI3r77bdx+PBhAMCSJUvg5uYGoOpi1CVLlgCo\nuvBy5syZde5j2LBh8hhkz549Bi2zbNkyrF27VuM1IQS++eYbrFy5Ur6m71YyjUW1TurrSUREdN8R\nRERERnDo0CEBQD4iIiL01p81a5ZG/a+++kpnve+//15YW1tr1FU9xowZIwoKCkR4eLgAIEJDQ/X2\nefnyZWFiYiKXt7KyErm5uTWuW0lJiYiNjVWMQ/Xo0KGD2Llzp8ayCQkJsjwtLU1n+zdv3hTjx48X\npqametv39vYWly5d0lh26tSpAoDw8PDQuw6TJk0SAERwcLDO8tOnTwtfX1+d/T7++OOipKREdOnS\nRQAQb775ps42nnrqKZ3LDxgwQNbZvn27fP3kyZOK8f7888+yXlZWlt51U5KYmCgACHNzc3H9+nWN\nssrKStGqVSsBQLz//vvCx8dHK+6WLVuKdevWicGDB2u8fvToUdlOr169BAAxceJExTh2794tlz1y\n5IhivfHjxwsAon///op1KisrhYeHhwAg5s2bV4t3g4iIiIiI6mPLli3yePKll17SWefFF18UAISJ\niYlISEioc18TJkwQAERYWJhinbS0NHmc0bFjRwFA+Pv7i8cff1yMHz9eeHl5CQAiICBAmJubCwCi\nS5cuIiYmRhQUFMh2zMzMBAAxf/58xb4WLlwo+yovL1espzpWmTp1qs7y7OxsGctvv/1W8xtBRETU\nTOm+6RgREVEt9ezZExMmTMC9e/cA/H0/UyWjR49GWlqa/P9DDz2ks96kSZMwcuRIrFmzBqdPn0Zl\nZSXc3d0RHh4uR8+GhITA3t4eQUFBevv08PDA9OnTcfnyZQBV9990cHCocd2srKzw2Wef4e2338bW\nrVtx9OhR5OTkwNLSEq6urmjfvj0GDhyoc6Rvu3btEB0dDQBo0aKFzvadnZ2xatUqfPzxx9i6dStO\nnz6N3Nxc2Nvbw9XVFe7u7hg2bBg6deqktWzPnj0RHR2NNm3a6F2HPn36oKSkRE7lXJ2fnx9OnDiB\n33//HXv27MGdO3fQvn17REREoH///gCA27dvA4Die7ZixQo899xz2LFjB65cuYKSkhIIIeDj4yPr\ntG3bVr4f+t57d3d3Wc/GxkbvuikZPHgwAgICcPLkScTHx+ONN96QZZcuXZJTOIeEhGDq1KlYsWIF\njhw5AlNTU3Tr1g3jx4+Hq6srgoKC8Nlnn0EIgREjRmhML+zv7w8vLy85dbMu5eXliI6OhomJCfz9\n/RXreXh4IDo6GsOGDVOsk5iYiPT0dNja2mLy5Mm1eTuIiIiIiKiOsrOz8fTTT0MIgcDAQHz66ac6\n6/3vf//D3r17cfLkSUyaNAknTpxA27Zta93fv//9b/z444/Ytm0brl+/XmMb8+fPx4oVK7Bx40ac\nOnVKvh4SEoJVq1bJ2ZvOnz+PK1euKMbf0FatWoV79+7Bzc0N4eHhTRIDERFRYzARQs/N64iIiIgA\npKeny+Tvr7/+ikcffbRJ4zHUpk2bEBERgfbt2+PChQvyvrW//PKLvEAgNzfXoCT8P8GIESOwY8cO\nvPvuu5gzZ05Th0NERERE9H/CkSNH5G1Lhg0bhs6dOyvWvXjxorwdTY8ePfTeekSfPn364NChQ/jw\nww91TmN8/vx5dO3aFQCQkJCAUaNGISUlBcnJyaioqEC3bt0QGBgIAKisrMS2bdtQWFiIkJAQuLi4\nyHaWLl2KyspK9OnTR/HWQWfOnMGBAwcAVN0eSNetaABgzZo1KCgogL+/v7x9j4oQAkFBQUhOTsb8\n+fMxbdq02r8pREREzQSTr0RERFSj//znP3jvvfdgbm6OzMxMjYP1f7qHHnoI27dvR1xcHF577TUA\nwOzZs/H+++/D3d0dV65cadoADbR3716EhISgQ4cOSE1NVbzHLBERERERNX/79u3DoEGD4OTkhMuX\nL8Pe3l6jXFfy9Z9s3bp1iIqKgqenJ86ePcv7vRIR0X3NtKkDICIioqZ34cIFxbKEhAR88sknAKqm\ni25OiVcA+OyzzxAdHS2nmwYgr1pXXQneHBw9ehTR0dH4f//v/zHxSkRERER0nxs4cCCioqKQk5OD\nzz//vKnDqRchBN59910AwLx585h4JSKi+x5HvhIRERF8fX1hbW2NoUOHwt3dHc7Ozrh58yb++OMP\nJCQkAAAcHR1x7NgxdOzYsYmjrT83NzdkZmZi5syZ+PDDD5s6HCIiIiIiIi1Xr17Fli1b0Lp1a0RF\nRWmUNaeRr7dv38a6detgZWWFiRMnNnU4REREDc68qQMgIiKiptelSxds3LgRx48f11neo0cPxMfH\n3xeJ11u3biEzMxNA8xr5SkRERERE/7e4ubnh2Wefbeow6s3R0fG+WA8iIiJDMflKRERE2LBhA06e\nPIndu3fj6tWruH79OiwsLODm5oahQ4di0KBBMDExaeowjSInJwfR0dEAgD59+jRxNERERERERERE\nRHQ/4bTDRERERERERERERM1Ifn4+fvrpJwDAqFGj4Obm1sQRERERkQqTr0RERERERERERERERERE\nRmDa1AEQEREREREREREREREREd0PmHwlIiIiIiIiIiIiIiIiIjICJl+JiIiIiIiIiIiIiIiIiIyA\nyVciIiIiIiIiIiIiIiIiIiNg8pWIiIiIiIiIiIiIiIiIyAiYfCUiIiIiIiIiIiIiIiIiMgImX4mI\niIiIiIiIiIiIiIiIjIDJVyIiIiIiIiIiIiIiIiIiI2DylYiIiIiIiIiIiIiIiIjICJh8JSIiIiIi\nIiIiIiIiIiIyAiZfiYiIiIiIiIiIiIiIiIiMgMlXIiIiIiIiIiIiIiIiIiIjYPKViIiIiIiIiIiI\niIiIiMgImHwlIiIiIiIiIiIiIiIiIjICJl+JiIiIiIiIiIiIiIiIiIyAyVciIiIiIiIiIiIiIiIi\nIiNg8pWIiIiIiIiIiIiIiIiIyAiYfCUiIiIiIiIiIiIiIiIiMoL/D4xABR3aLg1dAAAAAElFTkSu\nQmCC\n"
          }
        }
      ],
      "source": [
        "postprocess(sim_data_eskid)"
      ],
      "id": "125d3880"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Reference Simulation\n",
        "\n",
        "The crosstalk of the eskid waveguide has been shown to be very low. As a\n",
        "comparison, we simulate two strip waveguides with the same spacing\n",
        "without the anisotropic metamaterial claddings."
      ],
      "id": "38b2fe0f-fde4-4112-91f1-33a35fcde79e"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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16/DEE0/AZrPhhhtuCNilvCfvSavVqpXtzgZPEydO1PpmZ7+v9evXo7m5GQBw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          }
        }
      ],
      "source": [
        "# define geometries for the bare strip waveguides\n",
        "ref_geo = td.PolySlab.from_gds(\n",
        "    cell_ref,\n",
        "    gds_layer=1,\n",
        "    axis=2,\n",
        "    slab_bounds=(-h / 2, h / 2),\n",
        ")\n",
        "\n",
        "# define structures for the bare strip waveguides\n",
        "ref_structure = [td.Structure(geometry=geo, medium=si) for geo in ref_geo]\n",
        "\n",
        "# copy the simulation and update the structures to bare strip waveguides\n",
        "sim_ref = sim_eskid.copy(update={\"structures\": ref_structure + [substrate]})\n",
        "\n",
        "# plot simulation\n",
        "sim_ref.plot(z=0)\n",
        "plt.show()"
      ],
      "id": "4bc295a6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "submit the simulation job to the server."
      ],
      "id": "913c0fec-8d7f-4169-b82e-44f29394b439"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">14:28:28 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'ref'</span> with resource_id                                \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-60534e83-6300-41b1-b5e0-d1d0493d7693'</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-60534e83-6300-41b1-b5e0-d1d0493d7693\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-60534e83-630</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-60534e83-6300-41b1-b5e0-d1d0493d7693\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">0-41b1-b5e0-d1d0493d7693'</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\":\"007dbe7807d044e4b438bfe183a6a9ee\",\"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\">14:28:29 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">12.272</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\">14:28:30 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\":\"a7e4d9873f50444a967ed03f338e71bc\",\"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\">14:28:36 UTC </span>Loading results from data/ref.hdf5                                 \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sim_data_ref = web.run(sim_ref, task_name=\"ref\", path=\"data/ref.hdf5\")"
      ],
      "id": "4ac4f948"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Apply the same visualization to the simulation data. We can see that the\n",
        "crosstalk is much larger in the bare strip waveguide case, around -10\n",
        "dB. In the field distribution plot, a noticeable amount of energy is\n",
        "coupled to the lower waveguide. This comparison further validates the\n",
        "effectiveness of the anisotropic metamaterial cladding design for\n",
        "crosstalk suppression."
      ],
      "id": "730c20e5-ace3-452b-9021-72fff96a6d85"
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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Ns8pXoA8j+QoAvUjICamspjLSujdSjdq4b2px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\ncIOuvvpqvfbaa1q3bp3q6uo0YMAAHX/88Ro1alSHc6Snp+uRRx7RzTf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v8Zvf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          }
        }
      ],
      "source": [
        "postprocess(sim_data_ref)"
      ],
      "id": "731e904d"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Final Remark\n",
        "\n",
        "The proposed design in this example achieves exceptional coupling only\n",
        "for the TE mode. A different anisotropic metamaterial-based design\n",
        "achieving zero crosstalk for the TM mode is proposed by the same\n",
        "research group. For detail, please refer to\n",
        "`Kabir, M.F., Mia, M.B., Ahmed, I. et al. Anisotropic leaky-like perturbation with subwavelength gratings enables zero crosstalk. Light Sci Appl 12, 135 (2023)`\n",
        "[DOI:10.1038/s41377-023-01184-5](https://doi.org/10.1038/s41377-023-01184-5)."
      ],
      "id": "51d3edc4-8d50-4a3f-9912-cb7375b9a019"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}