{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Waveguide Y junction\n",
        "\n",
        "Power splitters such as Y-junctions are widely used in photonic\n",
        "integrated circuits across different applications. When designing a\n",
        "power splitter, we aim to achieve a flat broadband response, low\n",
        "insertion loss, and compact footprint. At the same time, the design\n",
        "needs to comply with the fabrication resolution and tolerance.\n",
        "\n",
        "In this example, we demonstrate the modeling of a Y-junction for\n",
        "integrated photonics. The designed device shows an average insertion\n",
        "loss below 0.2 dB in the wavelength range of 1500 nm to 1600 nm. At the\n",
        "same time, it has a small footprint. The junction area is smaller than 2\n",
        "$\\mu m$ by 2 $\\mu m$, much smaller than the typical power splitters\n",
        "based on multimode interference devices. The design is adapted from [Yi\n",
        "Zhang, Shuyu Yang, Andy Eu-Jin Lim, Guo-Qiang Lo, Christophe Galland,\n",
        "Tom Baehr-Jones, and Michael Hochberg, “A compact and low loss\n",
        "Y-junction for submicron silicon waveguide,” Opt. Express 21, 1310-1316\n",
        "(2013)](https://opg.optica.org/oe/fulltext.cfm?uri=oe-21-1-1310).\n",
        "\n",
        "<img src=\"img/y_junction_schematic.png\" width=\"600\" alt=\"Schematic of the waveguide Y junction\">\n",
        "\n",
        "For more integrated photonic examples such as the [8-Channel mode and\n",
        "polarization\n",
        "de-multiplexer](https://www.flexcompute.com/tidy3d/examples/notebooks/8ChannelDemultiplexer/),\n",
        "the [broadband bi-level taper polarization\n",
        "rotator-splitter](https://www.flexcompute.com/tidy3d/examples/notebooks/BilevelPSR/),\n",
        "and the [broadband directional\n",
        "coupler](https://www.flexcompute.com/tidy3d/examples/notebooks/BroadbandDirectionalCoupler/),\n",
        "please visit our [examples\n",
        "page](https://www.flexcompute.com/tidy3d/examples/).\n",
        "\n",
        "If you are new to the finite-difference time-domain (FDTD) method, we\n",
        "highly recommend going through our\n",
        "[FDTD101](https://www.flexcompute.com/fdtd101/) tutorials.\n",
        "\n",
        "FDTD simulations can diverge due to various reasons. If you run into any\n",
        "simulation divergence issues, please follow the steps outlined in our\n",
        "[troubleshooting\n",
        "guide](https://www.flexcompute.com/tidy3d/examples/notebooks/DivergedFDTDSimulation/)\n",
        "to resolve it."
      ],
      "id": "b47f84ac-e3d8-46d3-96b0-77ff386f974f"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import photonforge as pf\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web"
      ],
      "id": "7561d0a2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation Setup\n",
        "\n",
        "Define simulation wavelength range to be 1.5 $\\mu m$ to 1.6 $\\mu m$."
      ],
      "id": "51f746c4-b452-45e3-850c-c465d918e07f"
    },
    {
      "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": "7c277f5a"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "In this model, the Y-junction is made of silicon. The top cladding is\n",
        "made of silicon oxide. We will directly use the silicon and oxide media\n",
        "from Tidy3D’s [material\n",
        "library](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/material_library.html#).\n",
        "More specifically, we use the data from the widely used Handbook of\n",
        "Optical Constants of Solids by Palik."
      ],
      "id": "15b0410c-62cd-4443-9549-ff0e9cb5ae4f"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "si = td.material_library[\"cSi\"][\"Palik_LowLoss\"]\n",
        "\n",
        "sio2 = td.material_library[\"SiO2\"][\"Palik_LowLoss\"]"
      ],
      "id": "06a20a43"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The junction is discretized into 13 segments. Each segment is a tapper\n",
        "with the given widths. The optimum design is obtained by optimizing the\n",
        "13 width parameters using the Particle Swarm Optimization algorithm. For\n",
        "the sake of simplicity, in this notebook, we skip the optimization\n",
        "procedure and only present the optimized result."
      ],
      "id": "73288a26-f3d4-4c7b-8b02-a1b5a19a1664"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "t = 0.22  # thickness of the silicon layer\n",
        "\n",
        "# width of the 13 segments\n",
        "w1 = 0.5\n",
        "w2 = 0.5\n",
        "w3 = 0.6\n",
        "w4 = 0.7\n",
        "w5 = 0.9\n",
        "w6 = 1.26\n",
        "w7 = 1.4\n",
        "w8 = 1.4\n",
        "w9 = 1.4\n",
        "w10 = 1.4\n",
        "w11 = 1.31\n",
        "w12 = 1.2\n",
        "w13 = 1.2\n",
        "\n",
        "l_in = 1  # input waveguide length\n",
        "l_junction = 2  # length of the junction\n",
        "l_bend = 6  # horizontal length of the waveguide bend\n",
        "h_bend = 2  # vertical offset of the waveguide bend\n",
        "l_out = 1  # output waveguide length\n",
        "inf_eff = 100  # effective infinity"
      ],
      "id": "591fe71b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "First, define the junction structure by using a\n",
        "[PolySlab](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PolySlab.html).\n",
        "The vertices are given by the widths of the segments defined above. If a\n",
        "smooth curve is desirable, one can interpolate the vertices to a finer\n",
        "grid using a spline, for example.\n",
        "\n",
        "Before proceeding further to construct other structures, we can use the\n",
        "`plot` method to inspect the geometry."
      ],
      "id": "3141f731-40db-410e-94c4-1604d6d99bf2"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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          }
        }
      ],
      "source": [
        "x = np.linspace(l_in, l_in + l_junction, 13)  # x coordinates of the top edge vertices\n",
        "y = np.array(\n",
        "    [w1, w2, w3, w4, w5, w6, w7, w8, w9, w10, w11, w12, w13]\n",
        ")  # y coordinates of the top edge vertices\n",
        "\n",
        "# using concatenate to include bottom edge vertices\n",
        "x = np.concatenate((x, np.flipud(x)))\n",
        "y = np.concatenate((y / 2, -np.flipud(y / 2)))\n",
        "\n",
        "# stacking x and y coordinates to form vertices pairs\n",
        "vertices = np.transpose(np.vstack((x, y)))\n",
        "\n",
        "junction = td.Structure(\n",
        "    geometry=td.PolySlab(vertices=vertices, axis=2, slab_bounds=(0, t)), medium=si\n",
        ")\n",
        "junction.plot(z=t / 2)\n",
        "plt.show()"
      ],
      "id": "7574a41b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "For the output waveguide bends, we use S bend sine waveguides, which are\n",
        "described by the function\n",
        "$$y = \\frac{x h_{\\text{bend}}}{l_{\\text{bend}}} - \\frac{h_{\\text{bend}}}{2\\pi} \\sin\\left(\\frac{2\\pi x}{l_{\\text{bend}}}\\right).$$\n",
        "\n",
        "The easiest way is using PhotonForge’s layout capabilities. PhotonForge\n",
        "also provides a complete set of tools for photonic design automation,\n",
        "including PDK integration, parametric components, connectivity\n",
        "management, and technology definitions. You can check the many\n",
        "applications of this powerful tool\n",
        "[here](https://docs.flexcompute.com/projects/photonforge/en/latest/examples.html).\n",
        "\n",
        "In this example, the waveguide bends are defined using the\n",
        "[pf.Path](https://docs.flexcompute.com/projects/photonforge/en/latest/_autosummary/photonforge.Path.html)\n",
        "object, which accepts the arguments <i>origin</i> and <i>width</i>. The\n",
        "full trajectory of the bend is defined by assigning a sequence of points\n",
        "to the path, reproducing the desired smooth S-shaped transition.\n",
        "\n",
        "The straight output waveguide is defined separately as another\n",
        "[pf.Path](https://docs.flexcompute.com/projects/photonforge/en/latest/_autosummary/photonforge.Path.html)\n",
        "object and created with the <i>segment</i> method, ensuring continuity\n",
        "after the S-bend.\n",
        "\n",
        "Finally, we use\n",
        "[pf.boolean](https://docs.flexcompute.com/projects/photonforge/en/latest/_autosummary/photonforge.boolean.html)\n",
        "to combine the structures into polygons, and define the Tidy3D geometry\n",
        "as a\n",
        "[PolySlab](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PolySlab.html)\n",
        "object."
      ],
      "id": "bb9d0bfb-3964-4361-9c17-447163ce03fb"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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EigEAAABYFYElAAAIGpvNptC0GMUe20YpF/ZV3EkdFNYqXrJXrHfp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\nA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          }
        }
      ],
      "source": [
        "x_start = l_in + l_junction  # starting x-position of the bends\n",
        "\n",
        "dx = l_bend  # horizontal length of the S-bend\n",
        "dy = h_bend  # vertical offset of the S-bend\n",
        "\n",
        "y0 = w13 / 2 - w1 / 2  # initial vertical position (top waveguide center)\n",
        "\n",
        "# create top S-bend + straight in a single path\n",
        "bend_up = pf.Path(origin=(x_start, y0), width=w1)\n",
        "bend_up.s_bend((dx, dy), relative=True)\n",
        "bend_up.segment((inf_eff, 0), relative=True)\n",
        "\n",
        "# create bottom by mirroring\n",
        "bend_down = bend_up.copy().mirror()\n",
        "\n",
        "# boolean union of all paths into polygons\n",
        "polygons = pf.boolean([bend_up, bend_down], [], \"+\")\n",
        "\n",
        "# convert polygons into Tidy3D PolySlab geometries\n",
        "geoms = [td.PolySlab(vertices=p.vertices, axis=2, slab_bounds=(0, t)) for p in polygons]\n",
        "\n",
        "# create Tidy3D structures\n",
        "wg_bend_1 = td.Structure(geometry=geoms[0], medium=si)\n",
        "wg_bend_2 = td.Structure(geometry=geoms[1], medium=si)\n",
        "\n",
        "# plot the top waveguide bend to visualize\n",
        "ax = wg_bend_1.plot(z=t / 2)\n",
        "ax.set_xlim(2, 10)\n",
        "plt.show()"
      ],
      "id": "1614599d"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Lastly, define the straight input waveguide using\n",
        "[Box](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Box.html)."
      ],
      "id": "f5242e27-1917-4ff9-aabd-2be293151e89"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [],
      "source": [
        "# straight input waveguide\n",
        "wg_in = td.Structure(\n",
        "    geometry=td.Box.from_bounds(rmin=(-inf_eff, -w1 / 2, 0), rmax=(l_in, w1 / 2, t)),\n",
        "    medium=si,\n",
        ")\n",
        "\n",
        "# the entire model is the collection of all structures defined so far\n",
        "y_junction = [wg_in, junction, wg_bend_1, wg_bend_2]"
      ],
      "id": "882071d0"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Define the simulation domain. Here we ensure sufficient buffer spacing\n",
        "in each direction. In general, we want to make sure that the structure\n",
        "is at least half a wavelength away from the domain boundaries unless it\n",
        "goes into the PML."
      ],
      "id": "5ed0ef33-2fc9-4770-a761-4b193a37e406"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [],
      "source": [
        "Lx = l_in + l_junction + l_out + l_bend  # simulation domain size in x direction\n",
        "Ly = w13 + 2 * h_bend + 1.5 * lda0  # simulation domain size in y direction\n",
        "Lz = 10 * t  # simulation domain size in z direction\n",
        "sim_size = (Lx, Ly, Lz)"
      ],
      "id": "b3d3df38"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We will use a\n",
        "[ModeSource](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeSource.html)\n",
        "to excite the input waveguide using the fundamental TE mode.\n",
        "\n",
        "A\n",
        "[ModeMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeMonitor.html)\n",
        "is placed at the top output waveguide to measure the transmission. A\n",
        "[FieldMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldMonitor.html)\n",
        "is added to the xy plane to visualize the power flow."
      ],
      "id": "09352376-fe86-4ea9-8b0d-2ccfa91b9275"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [],
      "source": [
        "# add a mode source as excitation\n",
        "mode_spec = td.ModeSpec(num_modes=1, target_neff=3.5)\n",
        "mode_source = td.ModeSource(\n",
        "    center=(l_in / 2, 0, t / 2),\n",
        "    size=(0, 4 * w1, 6 * t),\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 output waveguide\n",
        "mode_monitor = td.ModeMonitor(\n",
        "    center=(l_in + l_junction + l_bend + l_out / 2, w13 / 2 - w1 / 2 + h_bend, t / 2),\n",
        "    size=(0, 4 * w1, 6 * t),\n",
        "    freqs=freqs,\n",
        "    mode_spec=mode_spec,\n",
        "    name=\"mode\",\n",
        ")\n",
        "\n",
        "# add a field monitor to visualize field distribution at z=t/2\n",
        "field_monitor = td.FieldMonitor(\n",
        "    center=(0, 0, t / 2), size=(td.inf, td.inf, 0), freqs=[freq0], name=\"field\"\n",
        ")"
      ],
      "id": "34a38c19"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Set up the simulation with the previously defined structures, source,\n",
        "and monitors. All boundaries are set to PML to mimic infinite open\n",
        "space. Since the top and bottom claddings are silicon oxide, we will set\n",
        "the medium of the background to silicon oxide.\n",
        "\n",
        "In principle, we can impose symmetry to reduce the computational load.\n",
        "Since this model is relatively small and quick to solve anyway, we will\n",
        "simply model the whole device without using symmetry. To use symmetry,\n",
        "we just need to set `symmetry=(0,-1,1)` in the\n",
        "[Simulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html)\n",
        "object initiation. To learn more about using symmetry, please refer to\n",
        "the dedicated\n",
        "[tutorial](https://www.flexcompute.com/tidy3d/examples/notebooks/Symmetry/).\n",
        "\n",
        "Using an [automatic nonuniform\n",
        "grid](https://www.flexcompute.com/tidy3d/examples/notebooks/AutoGrid/)\n",
        "is the most efficient and convenient. We set `min_steps_per_wvl=20` to\n",
        "achieve a very accurate result while still keeping the simulation cost\n",
        "at a minimum."
      ],
      "id": "7563ec0f-7b54-4ee4-bec1-2ded11b70f77"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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FkNVkFOmFjCV6NX+R5rXt1eLWHRobapIzcnh5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\ny7Vka6FWbN+rmnoeFQIQGQhWAAAAAIScz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          }
        }
      ],
      "source": [
        "run_time = 5e-13  # simulation run time\n",
        "\n",
        "# construct simulation\n",
        "sim = td.Simulation(\n",
        "    center=(Lx / 2, 0, 0),\n",
        "    size=sim_size,\n",
        "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=20, wavelength=lda0),\n",
        "    structures=y_junction,\n",
        "    sources=[mode_source],\n",
        "    monitors=[mode_monitor, field_monitor],\n",
        "    run_time=run_time,\n",
        "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
        "    medium=sio2,\n",
        ")\n",
        "\n",
        "sim.plot(z=0)\n",
        "plt.show()"
      ],
      "id": "75bd0dac"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To have a better visualization, we can also plot the simulation in 3D."
      ],
      "id": "2a508864-bae1-49ad-8cdf-b07e1e54b6dd"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "\n",
              "    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"H4sIANr7UWoC/+1bzY7cxhFe+QcQDARwbklOAa/ZJfr/Z5FDFFuWHEiW4PUhgCBMuDPcXUYzwzGHs9qVoXvyBnmEPESuBnLKc+QRcnO+6m7Ozgw5shHYgZwsJXnYXd3V9fNVdTVJ//nhx5/85INffHBA1927B+8dfHiweX2Trn/9ervd0f+Qfu+k3z+l37++0/XfCbSfpf6fJv674774/P59Gv3NztWtw96Lv3cPbq//x+vh/XtP6ff3qd3h6e/vbI/73cmTz0YnX3z+6WcPtnD5m/9w3TsH70ced7r23S2+70ISuv/5nTsB2R+uaXHc+/il9jvvxO67SfJ3O0Y78XZw8Je32g8nnz35+M7aCgcHv3z3Fpu31+31Y72+VshAd2/28AcfPXlEv/9U2/v616n9VVa0bbPMjr96fZi114syO85OqtlqWrRVPc8Os3E5b8smO36mc3bI4r/nh9myeoWhzzj12FwLfShygf5ZOalWM7Db5DsvZpHvEzF6WkyrF6NH9ctH9XIJ/mdN+eWqnI+vR00xPyee2nvtlOeG0QX+3HtnuJHOxCt3WKiYTuuXo/OimmfHZ8V0WWKZej6t5mXRjJaLcpwdz1fTKSSqJ0mbre7L6tVW+6Is2q2OZIyn9bT8vFxWk1UJacvFclTNz7JjnmvptFJCSuOsNtIfZgsMhcbPnn2VNWUxzY6PONdMcelzaZWw1lh1mFWz4pxIufaae3Qx66S1uuTm9WE302pmjdO5kkwJw3Q3TWmpFTfcCcctJ+u8fn54s55QXnqWS22wruJa3ixnhXDMkszMCgnpbxZTRliRa2a841IpJtfLeW+Z0koKIbnguXOvnz+HP5dtsxq3qyZou+Xp87KelW1zvQOAZMvf1lebiDpSPtcJU5xvgoqHPqIJ8XwNoOiX02L84rypV/PJaFE2s6ptq8uqvR4gd1iMhEVT1c3GwA7snS7Zm8E7Pqkidt8EXQ6ocphRiohc+MMJmNDJcOVSvQ3IZYNQza0CPBQFH2eIOLfGjlEManilgSEGAAJ0a+xAS+OVNUAJLqGY8N08mQO6TkljmbOMCacI4gAQzf7OmIEW1yfT4hQqFFcVaIJwMilfwowjmH1aBiEOIc9Z2cAb5WgxLeY0dVZNJlPSfYn5o1PCBOkcAScoW02qlOcii8uyaatxNEyEoNAIL55zs3XZG4rcuUCRgUDglXHM9mRDFBUprj/b0HQRFrfhjvdnR0J/buy/GTGwsNE6kFx/YfTLsG53dxRv+4PXhN4CRzcrhMawpEd7dVtTWHc7YKSjZCU+uH4ybbiXe5x01Hmp59ijtWdZugdMTlfTc0IFhddtNrrNRv/9bOQJjogXINPBNJrdXJwIzMtAUl6Epo1NgbKEmtKjaXPv/PZEngMhgYT6pEeSbPMSYRwgRDSnTWgK7alpzSZjFlky2H+HJYy/y9Lk1uvdcVrb/jhtJdGUlKEptdsco4km/MA8Hkhcs10Rde4F216awUa2P844QTTUaX2akiFrbGuWaNwpomlrdmkKa+vdtZUxgWRMyFDbRmU60KQPQ4Xb0p7JQOTcBaJgPaLMnQozuXGhqc3WqJAUeRyJ4jK0mOvphH1h+woK7qcYNsBCaN1b2jDbH6jZro8xUNhAsyYIaUw0J+M8usH3TS10MIu1oaWZ2DW8U6o/yyreW9zL5DxrCFTBsjoXEX1cxSZK/T4yzRCslAiITmzcNkR1jISAYRaizvIEfd6HvjNyIGS2OmOmCATHzS6BCxXD1mpqChmbUrHdkVJuGSaOM8zvjlNc9Mc5J3rjXEhWXIdkpaWIqUy60LQ9KCMD8t5i2tO0lCcpjLBtbCOSv5nCb3f6253+7djpI0z7MO9QHoNjT2xQGHVR1A+3FG39eN0Trrvhvyf6KWl0OaOfXbrk0k9IXT7qZbQ9CQ15sEuDA/kypcuYWG/yai8f70nHIpBiFo8pPmX4gb3gZivY3U727Ca0B623INqsBvequK11u9rABniz//U20T17aG9X3rMpD4zj62pgXzHQKyLWNQRVG12xEQuT4bokVjT7ChpUQvsKod36qSufYtU1WHTFYm1PrUY13p4Sb7dMHKwSQ6E5WGcO1Kp7SlUqcW8q3N3CeLAu7tfZg2V2LNX3VOpU1N/U9LtHgT0ngd3DRHeWiKeO7tARjyQ3J5Lds0t3dIlpjw/vzm8gmNtd+39916YHw9eztFU/wx56GF5A1Ktm3H8Aven7pNnjelKehNGbD5/Z4KPn4AZ65ZDT/pkWGbUVMd1ap5gtplW7mpSdiS6KZVcRpHUfFKvlsirmT1fwWgIAw3AvFVcK0SMFNgVYBKSX1aS9yI6NUNpY5FQX/C9g1frsbFm22bGOtcasvixHk/FoXM8W9RzKZMeAZEmar2YjWgICcgC7qYvJaRFw3V7UE8LkRXl6vbwoLyHLalmCxbQeF205gafb8rxJFQmxowqlKcexI/tVFtBVJths2xurEi2u2hbNedmO5uXZGXlUR/piNo2Og0XPqinsPwKiOi+FWmrUXpRtkewXexYXVWovIEq1jLJM6tVpqK1OS+jWFAjB5TqYqSsWa5usm7pNqqX4aRtEfbBVN5BSwAJmmJRXo2VbLtZDl3XTDqmd1HhRrhNE6llXg0n21F03E0JdBu81JDxlnGp+juLwqmPwoiwXnSkp6rO0elgjm4/IpqlrY5E4N/R2a4ADUE7ss21dA/ibgjhvhUbTnpCGUIuA0CyG0kMYmUadNRtBFoARLAeNKVaDbkVzPWS2q532Ykre+7YAfvr4URaRNC2uSxrIUYwvChKjDe0tDsvqfFZ01pBde1Z11XZqF1fhLd7mKk+JJeXqF8VisckitgOLEO2pTSxkQOwU8d+N5137ZsnUpvH0yg759QphRhG18SYtxTFm3Rpl1yjrF4gRW4TC61ss3WLpe8LSq1ss3WLpe8LSTle3ac7qedXWTa9g3dhfH8chm1UqfSAhcHx8c5maDh20FWdpE78sptiAi3E4ZxziD4Z1BV9X431rEZjKyWc7H+DQqRxdFjW6MxJlvHS5dNSlvdacS+6EgtSKuujjEi5R6nNncMinLonjpOdWa8l9zgMv7nEoMJiL0bmnHma0tJbj4CxVrnEsxnlToiKWUinpRU6cnGNcGmUFV/StDPUY41E+e8WZQIVPvJ2WjmlutDYCywnqUswYjeUc1Ira4OCllUQP/c3DIBTp0llJpxsWe7Ca5kIrD9HiNOvoSxymDf3LOfVYLaiLCdgrCo6CnnshNYnvg5hWQX9pHRee4yhFzK003GIQE5KpKCaakJAYcR2tYqGWYFgCGsncEyuDYZaFD360D4PoFCXBjsEwFvihj4y4EpwLZxgEEKFLOy24wygYJrehS9FnTAraKQ77BuZSWCu91A5jo5wGvhFaQFhHn+mQfvTYCb7xSsKGwQjaK2Ed3GzoABjkxDlRWcDBWvg5t9RjHB1+cdSzgh5rUZfWfv2WPgIIXuH0oI+85eN6GhbSZEsPa+SWkKA55HRcc6Z4wqdmmklwtNp6Gycq8gIOrhaQTWaHTMZzZ61TZKwwCkdQNOKfCFk6rwIHMARnNmioFLce2FMwhIwyKDiTuoAZI6KVIYzBPIvJUkQVFcMfnPsgvUkgkp4DD+AEd8CFZBtgA/YhWDl4NUgqjYGBndYCMIjQBqToHwKOacTb4cDREl0wFKZBYsRm7khSiWiACRARtvMhTMoQDBqetiqwgjYGeIh/o+zCwvWWwAsYBCALAyda5ZgFOKOjER8KK8D/zLsASCQDLuF1BBmLgSuggxcsqKwCRAUnXAhtKHKjdgJRq+nrN4DWRMHRCU0QEQ6RGwXnCAXrAUhop8PHgtw4ChhBz6cSK66Bc2uYRPpw0egcwU3RjNzkkrdgR/qyToME4wWNefAhQgPr2hiVnL6f44hShtCP7BnABlcRzSVA4gYpTDJuKe8p8imixJrweEeZlJuYdoa+rgMyrY1RCKNoqQBlC5ljCCADEtzilUYJAaTBY5iqYg5lnIXlEOgIAXI9IAZtkIAJRhFYDhlSCPjR00PDXAjqogd+SJoCSIKoirowiJFXmVM8GAdwZMgBGqkTaiReEnneIvFQKgs7gAMggBsdQM7ywIqsiXQroHSIe7gFgFCIN0mcwnrog9UpSyMjBHWcs46cYSgv2WAHuNxgJUXwAiKD7E4j3MjZSFQs8VJIKXCHxkRHgHCAA3cIYUoRJoDUOYon5BjguNMG2iIgAHaDLE+YdICVhTMAMeTEkAgglMSuQ6w9cmTssjCowaYAwLugsqXUC4wrOIRFuyBECN/AJsUJ6QdNkPlMfIgdPqktFvWkepU24O0iqS2atquzcLTvbtNTo636694Nl670WKKoKEdnVTmdLEcbD3bivHE9/+PqPJQAk7odLZp6giqnKwFun/vcPveJo3benib6J4SqgcKVrb8W36xbs0/nZ9WcHqsfbtxG+KciNsD0B6pid3fHHzLoYriRzvfpo+f7pPL9V/jPQ2o+pObDV9lzemJ23lSTIbCF/qvh19P3Vm39AHR6NFsAvONiGh5FK3ovsbwgHwxNe4DIKSeP4wh0T6YbBx/chShY0quS0ctLhKoYICyr2Sj6k8fzUZDz+kci56u3X86XxWU5LefnBDN653cY0geE2z6CPqO4muNwSwllUQP5qTMcvClZVPNyhoAM2Eq0tdzVpEMqeKckS+/pc5ZPykuZ0UMQbAdRjtEKkUr56R9/m2Ub3/+PutdkIYGBXn65CnlmupotEI1QgwTohF2dLqqrcrpjygkiBVtSU433folRNLDP5B4kLc4pv9F5GvvGdHjCSVtUzbhYppH9wOoY3//oo3p+VjezmBsreBpegeVoB0yfZ0gE/+Qclge3FQkCZcd1s95E04OAxWz8nYSZ1svl9ehNwq+aMyS8T8l+xTy8sxoWjH03wdZso+3XNcH6//EZpRFtNbmWhP9FvcRWDquk5ychE8+RiYtT7Den4RnOs5CIV01BL6BY7j29m5oicNadaSPd3MMvrk9jhM2DyeHS9YsDCHSBCKTygeXx3W7WrObpzZsuj7gk270MO9poOavr9oIsGl/5Hhwc/BvHDKYt+DwAAA==\" ></div>\n",
              "    <script>\n",
              "        \n",
              "        /**\n",
              "        * Simulation Viewer Injector\n",
              "        *\n",
              "        * Monitors the document for elements being added in the form:\n",
              "        *\n",
              "        *    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"{...}\" />\n",
              "        *\n",
              "        * This script will then inject an iframe to the viewer application, and pass it the simulation data\n",
              "        * via the postMessage API on request. The script may be safely included multiple times, with only the\n",
              "        * configuration of the first started script (e.g. viewer URL) applying.\n",
              "        *\n",
              "        */\n",
              "        (function() {\n",
              "            const TARGET_CLASS = \"simulation-viewer\";\n",
              "            const ACTIVE_CLASS = \"simulation-viewer-active\";\n",
              "            const VIEWER_URL = \"https://tidy3d.simulation.cloud/simulation-viewer\";\n",
              "\n",
              "            class SimulationViewerInjector {\n",
              "                constructor() {\n",
              "                    for (var node of document.getElementsByClassName(TARGET_CLASS)) {\n",
              "                        this.injectViewer(node);\n",
              "                    }\n",
              "\n",
              "                    // Monitor for newly added nodes to the DOM\n",
              "                    this.observer = new MutationObserver(this.onMutations.bind(this));\n",
              "                    this.observer.observe(document.body, {childList: true, subtree: true});\n",
              "                }\n",
              "\n",
              "                onMutations(mutations) {\n",
              "                    for (var mutation of mutations) {\n",
              "                        if (mutation.type === 'childList') {\n",
              "                            /**\n",
              "                            * Have found that adding the element does not reliably trigger the mutation observer.\n",
              "                            * It may be the case that setting content with innerHTML does not trigger.\n",
              "                            *\n",
              "                            * It seems to be sufficient to re-scan the document for un-activated viewers\n",
              "                            * whenever an event occurs, as Jupyter triggers multiple events on cell evaluation.\n",
              "                            */\n",
              "                            var viewers = document.getElementsByClassName(TARGET_CLASS);\n",
              "                            for (var node of viewers) {\n",
              "                                this.injectViewer(node);\n",
              "                            }\n",
              "                        }\n",
              "                    }\n",
              "                }\n",
              "\n",
              "                injectViewer(node) {\n",
              "                    // (re-)check that this is a valid simulation container and has not already been injected\n",
              "                    if (node.classList.contains(TARGET_CLASS) && !node.classList.contains(ACTIVE_CLASS)) {\n",
              "                        // Mark node as injected, to prevent re-runs\n",
              "                        node.classList.add(ACTIVE_CLASS);\n",
              "\n",
              "                        var uuid;\n",
              "                        if (window.crypto && window.crypto.randomUUID) {\n",
              "                            uuid = window.crypto.randomUUID();\n",
              "                        } else {\n",
              "                            uuid = \"\" + Math.random();\n",
              "                        }\n",
              "\n",
              "                        var frame = document.createElement(\"iframe\");\n",
              "                        frame.width = node.dataset.width || 800;\n",
              "                        frame.height = node.dataset.height || 800;\n",
              "                        frame.style.cssText = `width:${frame.width}px;height:${frame.height}px;max-width:none;border:0;display:block`\n",
              "                        frame.src = VIEWER_URL + \"?uuid=\" + uuid;\n",
              "\n",
              "                        var postMessageToViewer;\n",
              "                        postMessageToViewer = event => {\n",
              "                            if(event.data.type === 'viewer' && event.data.uuid===uuid){\n",
              "                                frame.contentWindow.postMessage({ type: 'jupyter', uuid, value: node.dataset.simulation, fileType: 'hdf5'}, '*');\n",
              "\n",
              "                                // Run once only\n",
              "                                window.removeEventListener('message', postMessageToViewer);\n",
              "                            }\n",
              "                        };\n",
              "                        window.addEventListener(\n",
              "                            'message',\n",
              "                            postMessageToViewer,\n",
              "                            false\n",
              "                        );\n",
              "\n",
              "                        node.appendChild(frame);\n",
              "                    }\n",
              "                }\n",
              "            }\n",
              "\n",
              "            if (!window.simulationViewerInjector) {\n",
              "                window.simulationViewerInjector = new SimulationViewerInjector();\n",
              "            }\n",
              "        })();\n",
              "    \n",
              "    </script>\n",
              "    "
            ]
          }
        }
      ],
      "source": [
        "sim.plot_3d()"
      ],
      "id": "6f41bcd3"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Before submitting the simulation to the server, it is a good practice to\n",
        "visualize the mode profile at the\n",
        "[ModeSource](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeSource.html)\n",
        "to ensure we are launching the fundamental TE mode. To do so, we will\n",
        "use the\n",
        "[ModeSimulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeSimulation.html),\n",
        "which solves for the mode profile on your local computer."
      ],
      "id": "16d6a2fc-980b-4bbc-8204-027fe58bb710"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [],
      "source": [
        "mode_simulation = td.ModeSimulation.from_simulation(\n",
        "    simulation=sim,\n",
        "    plane=td.Box(center=mode_source.center, size=mode_source.size),\n",
        "    mode_spec=mode_spec,\n",
        "    freqs=[freq0],\n",
        ")\n",
        "mode_data = mode_simulation.run_local().modes"
      ],
      "id": "2bd442b6"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Visualize the mode profile. We confirm that we are exciting the\n",
        "waveguide with the fundamental TE mode."
      ],
      "id": "24ed20e1-1c63-4d0a-87ce-afd6aa23bfaa"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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74aSzfJDFdtkg+yWE7K5pk9disis3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WGzX3K0Mc0+dkowxaX6XJIS/JLrYLYY08wyHhs/Z2l/HiXJYhNX2X/OHcV29r8/7IfmfsR1npcU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\nA9JjWTnp4+NjeHp6pvq7fdGiRYa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          }
        }
      ],
      "source": [
        "f, (ax1, ax2, ax3) = plt.subplots(1, 3, tight_layout=True, figsize=(10, 3))\n",
        "abs(mode_data.Ex.isel(mode_index=0)).plot(x=\"y\", y=\"z\", ax=ax1, cmap=\"magma\")\n",
        "abs(mode_data.Ey.isel(mode_index=0)).plot(x=\"y\", y=\"z\", ax=ax2, cmap=\"magma\")\n",
        "abs(mode_data.Ez.isel(mode_index=0)).plot(x=\"y\", y=\"z\", ax=ax3, cmap=\"magma\")\n",
        "\n",
        "ax1.set_title(\"|Ex(x, y)|\")\n",
        "ax1.set_aspect(\"equal\")\n",
        "ax2.set_title(\"|Ey(x, y)|\")\n",
        "ax2.set_aspect(\"equal\")\n",
        "ax3.set_title(\"|Ez(x, y)|\")\n",
        "ax3.set_aspect(\"equal\")\n",
        "plt.show()"
      ],
      "id": "112fbe5f"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Now that we verified all the settings, we are ready to submit the\n",
        "simulation job to the server. Before running the simulation, we can get\n",
        "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": "f811a9e0-355b-48ac-9084-0326c6025881"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "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\">08:16:31 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'y_junction'</span> with resource_id                         \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-25f16977-f16d-44ff-9c81-a220248249d5'</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-25f16977-f16d-44ff-9c81-a220248249d5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-25f16977-f16</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-25f16977-f16d-44ff-9c81-a220248249d5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">d-44ff-9c81-a220248249d5'</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\":\"0ad35ee5ba434558963fafe500b218a8\",\"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\">08:16:33 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.116</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>"
            ]
          }
        }
      ],
      "source": [
        "job = web.Job(simulation=sim, task_name=\"y_junction\", verbose=True)\n",
        "estimated_cost = web.estimate_cost(job.task_id)"
      ],
      "id": "e2a4637c"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The cost is reasonable so we can run the simulation."
      ],
      "id": "996ced28-c446-4bc0-82bd-2744f1d1b08d"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "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\">08:16:34 UTC </span>status = queued                                                    \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>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or              \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.      \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Terminating the Python script will not stop the job running on the \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>cloud.                                                             \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"3983897917b447b1a62fd0cee7451702\",\"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\">08:16:44 UTC </span>status = preprocess                                                \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>"
            ]
          }
        },
        {
          "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\">08:16:49 UTC </span>starting up solver                                                 \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>running solver                                                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"e23381679d9d4368b32a00cda53da82f\",\"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\">08:17:02 UTC </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">76</span>%, exiting.                            \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>"
            ]
          }
        },
        {
          "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\">08:17:03 UTC </span>status = postprocess                                               \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"26d8e5dabf7e4a40b098d16d29d6c3b2\",\"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\">08:17:05 UTC </span>status = success                                                   \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>"
            ]
          }
        },
        {
          "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\">08:17:07 UTC </span>View simulation result at                                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-25f16977-f16d-44ff-9c81-a220248249d5\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-25f16977-f16</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-25f16977-f16d-44ff-9c81-a220248249d5\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">d-44ff-9c81-a220248249d5'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                         \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"a39484d180214824a48ad631a96acf33\",\"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\">08:17:09 UTC </span>Loading results from data/simulation_data.hdf5                     \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sim_data = job.run(path=\"data/simulation_data.hdf5\")"
      ],
      "id": "be95a451"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Result Visualization\n",
        "\n",
        "After the simulation is complete, we first inspect the insertion loss.\n",
        "Within this wavelength range, we see that the insertion loss is\n",
        "generally below 0.2 dB."
      ],
      "id": "78a8748d-d5ad-4a1d-9708-514fcf051a2f"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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AAIAiBGgAAAAAUIQADQAAAACKEKABAAAAQBECNAAAAAAoQoAGAAAAAEUI0AAAAACgCAEa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\nQoAGAAAAAEUI0AAAAACgCAEaAAAAABQhQAMAAACAIgRoAAAAAFCEAA0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um4iIiIiIiIge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\nGd8c7pGFgwAAAABJRU5ErkJggg==\n"
          }
        }
      ],
      "source": [
        "# extract the transmission data from the mode monitor\n",
        "amp = sim_data[\"mode\"].amps.sel(mode_index=0, direction=\"+\")\n",
        "T = np.abs(amp) ** 2  # transmission to the top waveguide\n",
        "T_total = 2 * T  # total transmission at the two output waveguides\n",
        "\n",
        "plt.plot(ldas, 10 * np.log10(T_total))\n",
        "plt.xlim(1.5, 1.6)\n",
        "plt.ylim(-0.5, 0)\n",
        "plt.xlabel(r\"Wavelength ($\\mu m$)\")\n",
        "plt.ylabel(\"Insertion loss (dB)\")\n",
        "plt.show()"
      ],
      "id": "814429d3"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We can also visualize the field distribution. Here we can see the\n",
        "interference in the junction while no visible higher order modes are\n",
        "excited at the output waveguides."
      ],
      "id": "0c948010-69fb-4f15-b887-1b14accbce60"
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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mTYhEItatl/bFw/r6eut7KNsieKG+ZwBg9OjR1m2suRYzdV235tff20R32WUX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\n/fX51xcuXBg59rCHPSz/+r777tuwH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          }
        }
      ],
      "source": [
        "sim_data.plot_field(\n",
        "    field_monitor_name=\"field\", field_name=\"E\", val=\"abs^2\", f=freq0, vmin=0, vmax=2e3\n",
        ")\n",
        "plt.show()"
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