{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Local permittivity with subpixel averaging\n",
        "\n",
        "This notebook demonstrates how to use local subpixel averaging in Tidy3D\n",
        "to obtain a more accurate permittivity profile, and more accurate\n",
        "results when running a\n",
        "[ModeSimulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.ModeSimulation.html)\n",
        "locally.\n",
        "\n",
        "For more information about subpixel averaging, refer to [this\n",
        "lecture](https://www.flexcompute.com/fdtd101/Lecture-10-Introduction-to-subpixel-averaging/).\n",
        "\n",
        "> The local subpixel averaging feature requires Tidy3D extras. You can\n",
        "> install it with:\n",
        ">\n",
        ">     pip install \"tidy3d[extras]\"\n",
        "\n",
        "The notebook builds a three-layer dielectric stack and evaluates the\n",
        "local permittivity along a vertical line using\n",
        "[`Simulation.epsilon()`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html).\n",
        "The result is then compared against a full FDTD run using a\n",
        "[`PermittivityMonitor`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityMonitor.html).\n",
        "\n",
        "**Key concepts:**\n",
        "\n",
        "- Without subpixel averaging, each interface is represented as a\n",
        "  staircase on the Yee grid.\n",
        "- With subpixel averaging, the local effective permittivity near a\n",
        "  dielectric interface is smoothed to better represent the true filling\n",
        "  fraction inside each cell.\n",
        "- The largest difference between the two approaches appears near the\n",
        "  waveguide boundaries; deep inside homogeneous regions both methods\n",
        "  agree closely."
      ],
      "id": "3fcbb96b-d9b3-42cd-9924-57a47a54e118"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web\n",
        "\n",
        "td.config.logging.level = \"ERROR\""
      ],
      "id": "00342f73"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Geometry and Physical Parameters\n",
        "\n",
        "A three-layer dielectric stack is embedded in a silica-like background\n",
        "([`Medium`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html)\n",
        "with n = 1.44). The stack is oriented along z with three 100 nm layers\n",
        "of increasing refractive index (n = 2, 3, 4). The line probe runs along\n",
        "z through the stack center and is used to query the local permittivity."
      ],
      "id": "66cba160-df6a-49d3-bfd5-82096f910751"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Central wavelength and frequency used for all epsilon queries and monitors\n",
        "wavelength = 1.55\n",
        "freq0 = td.C_0 / wavelength\n",
        "\n",
        "# Background medium\n",
        "cladding_medium = td.Medium(permittivity=1.44**2)\n",
        "\n",
        "# Layer media defined by refractive index\n",
        "bottom_layer_medium = td.Medium(permittivity=2.0**2)\n",
        "middle_layer_medium = td.Medium(permittivity=3.0**2)\n",
        "top_layer_medium = td.Medium(permittivity=4.0**2)\n",
        "\n",
        "# Lateral dimensions in micrometers\n",
        "waveguide_width = 0.50\n",
        "waveguide_length = 1e3\n",
        "\n",
        "# Vertical stack definition in micrometers\n",
        "layer_thickness = 0.10\n",
        "stack_thickness = 3 * layer_thickness\n",
        "\n",
        "# Simulation region dimensions in micrometers\n",
        "sim_size_x = 4.0\n",
        "sim_size_y = 2.0\n",
        "sim_size_z = 4.0\n",
        "\n",
        "# Mesh target\n",
        "min_steps_per_wvl = 10\n",
        "\n",
        "# Three stacked layers along z\n",
        "bottom_layer_box = td.Box(\n",
        "    center=(0.0, 0.0, -layer_thickness),\n",
        "    size=(waveguide_length, waveguide_width, layer_thickness),\n",
        ")\n",
        "\n",
        "middle_layer_box = td.Box(\n",
        "    center=(0.0, 0.0, 0.0),\n",
        "    size=(waveguide_length, waveguide_width, layer_thickness),\n",
        ")\n",
        "\n",
        "top_layer_box = td.Box(\n",
        "    center=(0.0, 0.0, layer_thickness),\n",
        "    size=(waveguide_length, waveguide_width, layer_thickness),\n",
        ")\n",
        "\n",
        "bottom_layer = td.Structure(\n",
        "    geometry=bottom_layer_box,\n",
        "    medium=bottom_layer_medium,\n",
        "    name=\"bottom_layer_n2\",\n",
        ")\n",
        "\n",
        "middle_layer = td.Structure(\n",
        "    geometry=middle_layer_box,\n",
        "    medium=middle_layer_medium,\n",
        "    name=\"middle_layer_n3\",\n",
        ")\n",
        "\n",
        "top_layer = td.Structure(\n",
        "    geometry=top_layer_box,\n",
        "    medium=top_layer_medium,\n",
        "    name=\"top_layer_n4\",\n",
        ")\n",
        "\n",
        "stack_structures = [bottom_layer, middle_layer, top_layer]\n",
        "\n",
        "# Box used for the local epsilon extraction.\n",
        "# It is a line along z located at x=0 and y=0, crossing the stack vertically.\n",
        "line_box = td.Box(\n",
        "    center=(0.0, 0.0, 0.0),\n",
        "    size=(0.0, 0.0, 1.0),\n",
        ")\n",
        "\n",
        "layer_boundaries = np.array(\n",
        "    [\n",
        "        -stack_thickness / 2,\n",
        "        -stack_thickness / 2 + layer_thickness,\n",
        "        -stack_thickness / 2 + 2 * layer_thickness,\n",
        "        stack_thickness / 2,\n",
        "    ]\n",
        ")"
      ],
      "id": "575e6fa0"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Helper to Build Simulations\n",
        "\n",
        "The helper function keeps the geometry fixed and only toggles the\n",
        "`subpixel` flag and `td.config.simulation.use_local_subpixel`. When\n",
        "`include_source_and_monitor=True`, a dummy\n",
        "[`PlaneWave`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html)\n",
        "source and a\n",
        "[`PermittivityMonitor`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityMonitor.html)\n",
        "are added to enable the FDTD run in Section 4."
      ],
      "id": "6287bcb0-50f9-493d-8a6d-2f9a9998771f"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_simulation(include_source_and_monitor=False):\n",
        "    monitors = []\n",
        "    sources = []\n",
        "\n",
        "    if include_source_and_monitor:\n",
        "        source_time = td.GaussianPulse(\n",
        "            freq0=freq0,\n",
        "            fwidth=0.2 * freq0,\n",
        "        )\n",
        "\n",
        "        plane_wave = td.PlaneWave(\n",
        "            center=(0.0, 0.0, -0.6),\n",
        "            size=(sim_size_x, sim_size_y, 0.0),\n",
        "            source_time=source_time,\n",
        "            direction=\"+\",\n",
        "        )\n",
        "\n",
        "        permittivity_monitor = td.PermittivityMonitor(\n",
        "            center=line_box.center,\n",
        "            size=line_box.size,\n",
        "            freqs=[freq0],\n",
        "            name=\"eps_line_monitor\",\n",
        "        )\n",
        "\n",
        "        sources = [plane_wave]\n",
        "        monitors = [permittivity_monitor]\n",
        "\n",
        "    sim = td.Simulation(\n",
        "        size=(sim_size_x, sim_size_y, sim_size_z),\n",
        "        center=(0.0, 0.0, 0.0),\n",
        "        medium=cladding_medium,\n",
        "        structures=stack_structures,\n",
        "        sources=sources,\n",
        "        monitors=monitors,\n",
        "        grid_spec=td.GridSpec.auto(\n",
        "            wavelength=wavelength,\n",
        "            min_steps_per_wvl=min_steps_per_wvl,\n",
        "        ),\n",
        "        run_time=1e-14,\n",
        "        boundary_spec=td.BoundarySpec.all_sides(td.PML()),\n",
        "    )\n",
        "    return sim"
      ],
      "id": "fd5ddfde"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Local Epsilon without and with Local Subpixel Averaging\n",
        "\n",
        "Two\n",
        "[`Simulation`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html)\n",
        "objects are created, with and without local subpixel.\n",
        "\n",
        "**`coord_key` options:**\n",
        "\n",
        "- `\"centers\"` — samples at cell centers; returns the average of the\n",
        "  diagonal permittivity components.\n",
        "- `\"Ex\"`, `\"Ey\"`, `\"Ez\"` — samples at the corresponding Yee-grid field\n",
        "  locations; returns `eps_xx`, `eps_yy`, `eps_zz`, respectively.\n",
        "\n",
        "Here `coord_key=\"Ex\"` is used so the local epsilon query is sampled at\n",
        "the same Yee-grid location as `PermittivityMonitor.eps_xx`, enabling a\n",
        "direct comparison in Section 4."
      ],
      "id": "18f412c7-7b26-4692-bfb7-f2d21cdea2ac"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Local epsilon without local subpixel averaging\n",
        "td.config.simulation.use_local_subpixel = False\n",
        "sim_no_subpixel = make_simulation(include_source_and_monitor=False)\n",
        "\n",
        "eps_line_no_subpixel = sim_no_subpixel.epsilon(\n",
        "    box=line_box,\n",
        "    coord_key=\"Ex\",\n",
        "    freq=freq0,\n",
        ")\n",
        "\n",
        "# Local epsilon with local subpixel averaging\n",
        "td.config.simulation.use_local_subpixel = True\n",
        "\n",
        "sim_with_subpixel = make_simulation(include_source_and_monitor=False)\n",
        "\n",
        "eps_line_with_subpixel = sim_with_subpixel.epsilon(\n",
        "    box=line_box,\n",
        "    coord_key=\"Ex\",\n",
        "    freq=freq0,\n",
        ")"
      ],
      "id": "f68db680"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [],
      "source": [
        "def extract_line_profile(eps_data):\n",
        "    # For a line box, keep the non-singleton spatial axis.\n",
        "    # The returned object can carry tensor components such as eps_xx, eps_yy, eps_zz.\n",
        "    if hasattr(eps_data, \"eps_xx\"):\n",
        "        data = eps_data.eps_xx\n",
        "    else:\n",
        "        data = eps_data\n",
        "\n",
        "    squeezed = data.squeeze(drop=True)\n",
        "\n",
        "    for axis_name in (\"x\", \"y\", \"z\"):\n",
        "        if axis_name in squeezed.coords and squeezed.coords[axis_name].size > 1:\n",
        "            coord = squeezed.coords[axis_name].values\n",
        "            values = np.real(squeezed.values)\n",
        "            return axis_name, coord, values\n",
        "\n",
        "    raise RuntimeError(\"Could not identify the varying spatial coordinate in the epsilon data.\")\n",
        "\n",
        "\n",
        "axis_no_subpixel, coord_no_subpixel, values_no_subpixel = extract_line_profile(eps_line_no_subpixel)\n",
        "\n",
        "axis_with_subpixel, coord_with_subpixel, values_with_subpixel = extract_line_profile(\n",
        "    eps_line_with_subpixel\n",
        ")"
      ],
      "id": "1d6d8d68"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAABUUAAAOFCAYAAABN2oNCAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\nTkSuQmCC\n"
          }
        }
      ],
      "source": [
        "fig, ax = plt.subplots(figsize=(8, 5))\n",
        "\n",
        "ax.plot(coord_no_subpixel, values_no_subpixel, \"o-\", label=\"epsilon(box), no subpixel\")\n",
        "\n",
        "ax.plot(\n",
        "    coord_with_subpixel,\n",
        "    values_with_subpixel,\n",
        "    \"o-\",\n",
        "    label=\"epsilon(box), with subpixel\",\n",
        ")\n",
        "\n",
        "for boundary_index, boundary_position in enumerate(layer_boundaries):\n",
        "    label = \"layer boundary\" if boundary_index == 0 else None\n",
        "    ax.axvline(boundary_position, linestyle=\":\", alpha=0.5, label=label)\n",
        "\n",
        "ax.set_xlabel(f\"{axis_no_subpixel} (µm)\")\n",
        "ax.set_ylabel(\"Local permittivity\")\n",
        "ax.set_title(\"Local permittivity across the three-layer stack\")\n",
        "ax.legend()\n",
        "ax.set_xlim(-0.2, 0.2)\n",
        "plt.show()"
      ],
      "id": "98f96e33"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The curves agree inside each homogeneous layer and differ mainly at the\n",
        "dielectric boundaries.\n",
        "\n",
        "- The non-subpixel result transitions abruptly — each interface maps\n",
        "  directly onto the nearest Yee cell edge.\n",
        "- The subpixel result transitions smoothly — it approximates the\n",
        "  effective filling fraction at each interface.\n",
        "- The three 100 nm layers allow multiple interface transitions to be\n",
        "  inspected in a single profile.\n",
        "\n",
        "## FDTD Run with PermittivityMonitor\n",
        "\n",
        "A minimal FDTD job (`run_time = 1e-14` s) is run to sample the\n",
        "permittivity via a\n",
        "[`PermittivityMonitor`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityMonitor.html).\n",
        "The result is compared against the local epsilon computed in Section 3.\n",
        "\n",
        "> The very short `run_time` is intentional — only the discretized\n",
        "> permittivity is needed, not converged field data. A field-decay\n",
        "> warning is expected."
      ],
      "id": "96a4e883-4442-44db-8097-ce92d006ae51"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">10:26:59 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'subpixel_local_epsilon_dummy_monitor'</span> with           \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>resource_id <span style=\"color: #008000; text-decoration-color: #008000\">'fdve-b01bd810-d5ca-4d99-b82c-5e74e164db81'</span> and        \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>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-b01bd810-d5ca-4d99-b82c-5e74e164db81\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-b01bd810-d5c</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-b01bd810-d5ca-4d99-b82c-5e74e164db81\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">a-4d99-b82c-5e74e164db81'</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\":\"3e62f067f3154f1fba879b6838c81913\",\"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\">10:27:01 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.025</span>. This assumes the FDTD solver runs\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>for the full simulation time; if early shutoff is reached, the     \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the  \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed FlexCredit cost after a simulation run.                     \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">10:27:03 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\":\"942e1e99597448a1ac054bd2e9d3fd6e\",\"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\">10:27:04 UTC </span>Loading results from simulation_data.hdf5                          \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sim_monitor = make_simulation(include_source_and_monitor=True)\n",
        "\n",
        "sim_data = web.run(\n",
        "    sim_monitor,\n",
        "    task_name=\"subpixel_local_epsilon_dummy_monitor\",\n",
        ")"
      ],
      "id": "a06d01c6"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAABScAAAOFCAYAAACYyFcPAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90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\nAFzi/wHmYww9PkBDVAAAAABJRU5ErkJggg==\n"
          }
        }
      ],
      "source": [
        "# Grab the monitored permittivity directly along the z line.\n",
        "monitor_eps_xx = sim_data[\"eps_line_monitor\"].eps_xx.squeeze(drop=True)\n",
        "monitor_coord = monitor_eps_xx.coords[\"z\"].values\n",
        "monitor_values = np.real(monitor_eps_xx.values)\n",
        "\n",
        "fig, ax = plt.subplots(figsize=(8, 5))\n",
        "ax.plot(\n",
        "    coord_with_subpixel,\n",
        "    values_with_subpixel,\n",
        "    \"o-\",\n",
        "    label=\"local epsilon with subpixel\",\n",
        ")\n",
        "ax.plot(monitor_coord, monitor_values, \"s--\", label=\"PermittivityMonitor\")\n",
        "\n",
        "for boundary_index, boundary_position in enumerate(layer_boundaries):\n",
        "    label = \"layer boundary\" if boundary_index == 0 else None\n",
        "    ax.axvline(boundary_position, linestyle=\":\", alpha=0.5, label=label)\n",
        "\n",
        "ax.set_xlabel(\"z (µm)\")\n",
        "ax.set_ylabel(\"Permittivity\")\n",
        "ax.set_title(\"Local epsilon vs PermittivityMonitor for the three-layer stack\")\n",
        "ax.legend()\n",
        "plt.show()"
      ],
      "id": "04772271"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "As we can see, the local subpixel matches exactly the grid used in cloud\n",
        "computation."
      ],
      "id": "e0c7b733-a439-4e33-b523-83d071bf7b7f"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}