{
 "cells": [
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   "cell_type": "markdown",
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   "source": [
    "# Diffractive metasurface inverse design with topology optimization\n",
    "\n",
    "In this tutorial, we will use inverse design and topology optimization to design a diffractive metasurface that generates a desired intensity pattern when light is transmitted through it. We use the `autograd` feature from Tidy3D to perform gradient based optimization of a mask to minimize the difference between the measured and target intensity distribution.\n",
    "\n",
    "With Tidy3D's `autograd` feature, we can optimize objective functions that involve arbitrary functions over measured field patterns. We define our metasurface using an arbitrary permittivity distribution as a function of (x,y) and minimize the loss function with respect to this pattern. We also include a penalty for small feature sizes.\n",
    "\n",
    "<img src=\"img/adjoint_13.png\" width=400 alt=\"Schematic of the diffractive metasurface\">\n",
    "\n",
    "If you are unfamiliar with inverse design, we also recommend our [intro to inverse design tutorials](https://www.flexcompute.com/tidy3d/learning-center/inverse-design/) and our [primer on automatic differentiation with tidy3d](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd1Intro/). For another example of metalens adjoint optimization in Tidy3D, see [this example](https://www.flexcompute.com/tidy3d/examples/notebooks/Autograd7Metalens/).\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "91836104-8a1e-47ac-91ab-0c4324293ffe",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.227930Z",
     "start_time": "2026-01-29T09:03:11.225837Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import autograd.numpy as anp\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "from tidy3d.plugins.autograd import value_and_grad"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c57a46c-641a-4d48-896a-e436e6095243",
   "metadata": {},
   "source": [
    "## Setup\n",
    "\n",
    "The setup is simple and similar to other examples, such as our [metalens](https://www.flexcompute.com/tidy3d/examples/notebooks/Metalens/). Our structure consists of a slab of dielectric in the xy plane sitting on a substrate. A plane wave is incident from below (-z). We define the slab using a custom medium, which gives us full control of the permittivity value at each point in space.\n",
    "\n",
    "### Set Global Parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "3b9ed675-6b49-452f-a827-c4edb63c9371",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.273076Z",
     "start_time": "2026-01-29T09:03:11.270848Z"
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    "tags": []
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   "outputs": [],
   "source": [
    "# wavelength and source properties\n",
    "wavelength = 1.0\n",
    "freq0 = td.C_0 / wavelength\n",
    "fwidth = freq0 / 10\n",
    "run_time = 300 / fwidth\n",
    "\n",
    "# permittivity of the mask and substrate\n",
    "permittivity = 2.0\n",
    "\n",
    "# side length on x and y\n",
    "length = 20\n",
    "\n",
    "# thickness of the metalens, enough to apply a relative phase shift of just over pi\n",
    "k0 = 2 * np.pi / wavelength\n",
    "delta_n = np.sqrt(permittivity) - 1\n",
    "thickness = 4 / k0 / delta_n\n",
    "\n",
    "# distances between PML and source / monitor\n",
    "buffer = 1.5 * wavelength\n",
    "\n",
    "# distances between source / monitor and the mask\n",
    "dist_src = 1.5 * wavelength\n",
    "dist_mnt = 6.1 * wavelength\n",
    "\n",
    "# resolution\n",
    "min_steps_per_wvl = 17"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b3c7abb1-6d18-4a0b-a5ed-35adeb459dc6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.317256Z",
     "start_time": "2026-01-29T09:03:11.315509Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# total z size and the center of the slab\n",
    "Lz = buffer + dist_src + thickness + dist_mnt + buffer\n",
    "z_center_slab = -Lz / 2 + buffer + dist_src + thickness / 2.0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d1f2c4d4-bf35-41fc-a97c-3429aa7f4a6a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.361346Z",
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   "outputs": [],
   "source": [
    "# resolution of the design region\n",
    "dl_design_region = 2 * wavelength / min_steps_per_wvl / np.sqrt(permittivity)\n",
    "\n",
    "# number of pixel cells in the design region (in x and y)\n",
    "nx = ny = int(length / dl_design_region)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0efd2b8d-408a-490e-a877-d3dc7520cf8e",
   "metadata": {},
   "source": [
    "### Define Simulation Components"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f2db7723-a7e2-4517-bfad-df1bee96afd0",
   "metadata": {},
   "source": [
    "We start with defining some \"static\" components, which don't depend on our design parameters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "f609d704-2f5e-4af3-8be2-678a0b44f961",
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     "end_time": "2026-01-29T09:03:11.407609Z",
     "start_time": "2026-01-29T09:03:11.403469Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# substrate of the same permittivity as the mask\n",
    "substrate = td.Structure(\n",
    "    geometry=td.Box.from_bounds(\n",
    "        rmin=(-td.inf, -td.inf, -1000),\n",
    "        rmax=(+td.inf, +td.inf, z_center_slab - thickness / 2),\n",
    "    ),\n",
    "    medium=td.Medium(permittivity=permittivity),\n",
    ")\n",
    "\n",
    "# plane wave\n",
    "src = td.PlaneWave(\n",
    "    center=(0, 0, -Lz / 2 + buffer),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
    "    direction=\"+\",\n",
    ")\n",
    "\n",
    "# monitor we use to measure the intensity pattern above the device\n",
    "mnt_out = td.FieldMonitor(\n",
    "    center=(0, 0, +Lz / 2 - buffer),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    freqs=[freq0],\n",
    "    colocate=False,\n",
    "    name=\"output\",\n",
    ")\n",
    "\n",
    "# monitor we use to inspect the field pattern from the side for visualization\n",
    "mnt_side = td.FieldMonitor(\n",
    "    center=(0, 0, 0),\n",
    "    size=(td.inf, 0, td.inf),\n",
    "    freqs=[freq0],\n",
    "    name=\"side\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae5aff19-0a41-48bb-9296-f705417eb223",
   "metadata": {},
   "source": [
    "Next we define the mask as a function of our design parameters using topology optimization + filtering and thresholding methods."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "85ca201b-2ef0-4eb6-9220-5bdde41f0493",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.453687Z",
     "start_time": "2026-01-29T09:03:11.450008Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "from tidy3d.plugins.autograd import make_filter_and_project, rescale\n",
    "\n",
    "radius = 0.120\n",
    "beta = 50\n",
    "\n",
    "filter_project = make_filter_and_project(radius, dl_design_region)\n",
    "\n",
    "\n",
    "def get_eps(params: anp.ndarray, beta: float) -> anp.ndarray:\n",
    "    \"\"\"Get the permittivity values (1, permittivity) array as a function of the parameters (0, 1)\"\"\"\n",
    "    density = filter_project(params, beta)\n",
    "    eps = rescale(density, 1, permittivity)\n",
    "    return eps.reshape((nx, ny, 1, 1))\n",
    "\n",
    "\n",
    "def make_slab(params: anp.ndarray, beta: float) -> td.Structure:\n",
    "    \"\"\"make the phase mask as a function of the parameters for a given `beta` value.\"\"\"\n",
    "\n",
    "    # construct the coordinates\n",
    "    x0_max = +length / 2 - dl_design_region / 2\n",
    "    y0_max = +length / 2 - dl_design_region / 2\n",
    "    coords_x = np.linspace(-x0_max, x0_max, nx).tolist()\n",
    "    coords_y = np.linspace(-y0_max, y0_max, ny).tolist()\n",
    "    coords = dict(x=coords_x, y=coords_y, z=[z_center_slab], f=[freq0])\n",
    "\n",
    "    # construct the data array for the permittivity\n",
    "    eps_values = get_eps(params, beta)\n",
    "    eps_data_array = td.ScalarFieldDataArray(eps_values, coords=coords)\n",
    "\n",
    "    # construct the permittivity dataset\n",
    "    field_components = {f\"eps_{dim}{dim}\": eps_data_array for dim in \"xyz\"}\n",
    "    eps_dataset = td.PermittivityDataset(**field_components)\n",
    "\n",
    "    # construct the phase mask slab\n",
    "    custom_medium = td.CustomMedium(eps_dataset=eps_dataset)\n",
    "    box = td.Box(center=(0, 0, z_center_slab), size=(td.inf, td.inf, thickness))\n",
    "    return td.Structure(geometry=box, medium=custom_medium)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "be4d9460-f52e-44e3-ad01-1f7faa3b56c6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.499037Z",
     "start_time": "2026-01-29T09:03:11.496596Z"
    },
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   "outputs": [],
   "source": [
    "def make_sim(params: anp.ndarray, beta: float, pml_xy: bool = False) -> td.Simulation:\n",
    "    \"\"\"The `autogradSimulation` as a function of the design parameters.\"\"\"\n",
    "\n",
    "    slab = make_slab(params, beta)\n",
    "\n",
    "    # put a mesh override structure to ensure uniform dl across the slab\n",
    "    design_region_mesh = td.MeshOverrideStructure(\n",
    "        geometry=slab.geometry,\n",
    "        dl=[dl_design_region] * 3,\n",
    "        enforce=True,\n",
    "    )\n",
    "\n",
    "    return td.Simulation(\n",
    "        size=(length, length, Lz),\n",
    "        grid_spec=td.GridSpec.auto(\n",
    "            min_steps_per_wvl=min_steps_per_wvl,\n",
    "            override_structures=[design_region_mesh],\n",
    "        ),\n",
    "        boundary_spec=td.BoundarySpec.pml(x=pml_xy, y=pml_xy, z=True),\n",
    "        structures=[substrate, slab],\n",
    "        monitors=[mnt_side, mnt_out],\n",
    "        sources=[src],\n",
    "        run_time=run_time,\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bcb0c957-b748-4dd4-9fbc-9311d0fd487d",
   "metadata": {},
   "source": [
    "Let's make a simulation with some random starting parameters to inspect our setup."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "8e87837c-a990-415f-a121-28ed117b7d74",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.569390Z",
     "start_time": "2026-01-29T09:03:11.541483Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "np.random.seed(0)  # fix a random seed for reproducibility\n",
    "params0 = np.random.random((nx, ny))\n",
    "beta0 = 1.0\n",
    "\n",
    "symmetrize = True\n",
    "\n",
    "# symmetrize the starting parameters (optional)\n",
    "if symmetrize:\n",
    "    params0 += np.fliplr(params0)\n",
    "    params0 += np.flipud(params0)\n",
    "    params0 /= 4.0\n",
    "\n",
    "sim = make_sim(params=params0, beta=beta0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "84b13caf-9509-47aa-8478-5a2149b37b6d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.845409Z",
     "start_time": "2026-01-29T09:03:11.587798Z"
    },
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   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 4), tight_layout=True)\n",
    "ax1 = sim.plot_eps(x=0, ax=ax1)\n",
    "ax2 = sim.plot_eps(z=z_center_slab, ax=ax2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0c11ef7-1046-41da-9236-a922aa8f1220",
   "metadata": {},
   "source": [
    "## Define Objective\n",
    "\n",
    "We'll design this phase mask to give a transmitted intensity distribution of our choice.\n",
    "\n",
    "### Define Target Intensity\n",
    "\n",
    "In this case, we'll try to reproduce the Flexcompute logo, so let's make a function to generate that."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "2a121cec-97a8-49b7-a41a-cbeff7b21cf1",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.855846Z",
     "start_time": "2026-01-29T09:03:11.852964Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "from PIL import Image\n",
    "\n",
    "logo_fname = \"misc/logo.png\"\n",
    "\n",
    "\n",
    "def get_logo() -> np.ndarray:\n",
    "    \"\"\"Get the Flexcompute logo from file, load it into a numpy array, rescale it to (0, 1).\"\"\"\n",
    "    im = Image.open(logo_fname).convert(\"L\")\n",
    "    im = np.array(im).astype(float)\n",
    "    im -= np.min(im)\n",
    "    im /= np.max(im)\n",
    "    return im\n",
    "\n",
    "\n",
    "def intensity_desired_fn_logo(xs: list, ys: list, rescale: float = 0.5) -> np.ndarray:\n",
    "    \"\"\"Return the 'value' of the flexcompute logo as a function of (x,y) with some rescaling.\"\"\"\n",
    "    logo_values = get_logo()\n",
    "\n",
    "    # some rotations to get the logo in the right orientation for the final intensity pattern\n",
    "    logo_values = np.rot90(np.rot90(np.rot90(logo_values)))\n",
    "\n",
    "    # re-interpolate the logo data at the supplied x,y points using xarray\n",
    "    nx, ny = logo_values.shape\n",
    "    xs_logo = np.linspace(rescale * min(xs), rescale * max(xs), nx)\n",
    "    ys_logo = np.linspace(rescale * min(ys), rescale * max(ys), ny)\n",
    "    logo_dataarray = xr.DataArray(logo_values, coords=dict(x=xs_logo, y=ys_logo))\n",
    "    logo_interp = logo_dataarray.interp(x=xs, y=ys)\n",
    "\n",
    "    # handle any nans for out of bounds (replace with 0)\n",
    "    return np.nan_to_num(logo_interp.values, nan=np.min(logo_interp))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d061e3cf-529f-445c-9b71-4fab1bfe58e6",
   "metadata": {},
   "source": [
    "Let's test this function out by plotting our target intensity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "070e845f-41a1-449d-9d98-6294b5f794ce",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:11.911313Z",
     "start_time": "2026-01-29T09:03:11.901898Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "xs = ys = np.linspace(-length / 2, length / 2, nx)\n",
    "intensity_desired = intensity_desired_fn_logo(xs, ys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "fdf5eded-d61b-4259-a1aa-38f637ee28a4",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:03:12.019486Z",
     "start_time": "2026-01-29T09:03:11.946423Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.pcolormesh(xs, ys, intensity_desired.T, cmap=\"magma\")\n",
    "plt.gca().set_aspect(\"equal\")\n",
    "plt.xlabel(\"x\")\n",
    "plt.ylabel(\"y\")\n",
    "plt.title(\"desired intensity pattern\")\n",
    "plt.colorbar()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "98f986be-efc7-4be6-9192-1d87bb7e8f33",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Compare Measurement to Target\n",
    "\n",
    "Next we need a way to compare the measured intensity pattern to this target intensity pattern.\n",
    "\n",
    "We'll come up with a figure of merit for the closeness of our objective.\n",
    "\n",
    "First, let's run a simulation with an empty mask to figure out what the average intensity should be at the measurement plane (for normalization later).\n",
    "\n",
    "> Note: Although Tidy3D normalizes field values by default, in this case doing a normalization run is useful as we're injecting from a substrate, which will affect the results. In the new caching feature of 2.6, these simulations will not use credits or much time when run after the first time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "a2306cdb-3eb9-4553-b740-5a8a803650c5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:04:15.371047Z",
     "start_time": "2026-01-29T09:03:12.024543Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "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\">10:03:13 CET </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'normalization'</span> with resource_id                      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:03:13 CET\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'normalization'\u001b[0m with resource_id                      \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.  \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<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-5783420a-04ba-4f2a-8942-9e1e16a39f21\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04b</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">a-4f2a-8942-9e1e16a39f21'</span></a>.                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=98292;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=502437;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=98292;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=841433;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=98292;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[32m-5783420a-04b\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=98292;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[32ma-4f2a-8942-9e1e16a39f21'\u001b[0m\u001b]8;;\u001b\\.                                         \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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/folder-df61810d-cad6-4474-8ea9-e4f00d5dfcb0\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=560663;https://tidy3d.simulation.cloud/folders/folder-df61810d-cad6-4474-8ea9-e4f00d5dfcb0\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "dbef3369a39e4faf9c657eba8ee1ed03",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>\n"
      ],
      "text/plain": []
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">10:03:26 CET </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.390</span>. Minimum cost depends on task     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed  \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>FlexCredit cost after a simulation run.                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:03:26 CET\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.390\u001b[0m. Minimum cost depends on task     \n",
       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed  \n",
       "\u001b[2;36m             \u001b[0mFlexCredit cost after a simulation run.                            \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">10:03:28 CET </span>status = queued                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:03:28 CET\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                    \n"
      ]
     },
     "jetTransient": {
      "display_id": null
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or              \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.      \n",
       "\u001b[2;36m             \u001b[0mTerminating the Python script will not stop the job running on the \n",
       "\u001b[2;36m             \u001b[0mcloud.                                                             \n"
      ]
     },
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      "display_id": null
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     "metadata": {},
     "output_type": "display_data"
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       "Output()"
      ]
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      "display_id": null
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">10:03:56 CET </span>status = preprocess                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:03:56 CET\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                \n"
      ]
     },
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      "display_id": null
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     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "jetTransient": {
      "display_id": null
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     "metadata": {},
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     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">10:04:01 CET </span>starting up solver                                                 \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:04:01 CET\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                 \n"
      ]
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    {
     "data": {
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       "<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>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                     \n"
      ]
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    {
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       "Output()"
      ]
     },
     "jetTransient": {
      "display_id": null
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">10:04:11 CET </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">4</span>%, exiting.                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:04:11 CET\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m4\u001b[0m%, exiting.                             \n"
      ]
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      "display_id": null
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     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
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      "display_id": null
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     "metadata": {},
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">10:04:12 CET </span>status = success                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:04:12 CET\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                   \n"
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
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      "text/plain": []
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      "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 simulation result at                                          \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04b</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">a-4f2a-8942-9e1e16a39f21'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=88064;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=117037;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=88064;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=547508;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=88064;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[4;34m-5783420a-04b\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=88064;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5783420a-04ba-4f2a-8942-9e1e16a39f21\u001b\\\u001b[4;34ma-4f2a-8942-9e1e16a39f21'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                         \n"
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       "Output()"
      ]
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    {
     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
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      "text/plain": []
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       "<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\">10:04:15 CET </span>Loading simulation from simulation_data.hdf5                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m10:04:15 CET\u001b[0m\u001b[2;36m \u001b[0mLoading simulation from simulation_data.hdf5                       \n"
      ]
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     "metadata": {},
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   ],
   "source": [
    "import tidy3d.web as web\n",
    "\n",
    "params_empty = np.zeros_like(params0)\n",
    "\n",
    "sim_empty = make_sim(params_empty, beta=100)\n",
    "sim_data_norm = web.run(sim_empty, task_name=\"normalization\", verbose=True)\n",
    "intensity_norm = sim_data_norm.get_intensity(mnt_out.name)\n",
    "intensity_norm_mean = anp.mean(intensity_norm.data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "88edc61c-17c0-477c-a82c-64aeb950cc1a",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:04:15.382111Z",
     "start_time": "2026-01-29T09:04:15.380316Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Average intensity of '1.81' (a.u.) measured without any device.\n"
     ]
    }
   ],
   "source": [
    "print(f\"Average intensity of '{intensity_norm_mean:.2f}' (a.u.) measured without any device.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "44e5f0a1-e604-4f33-a02d-53dd71d59569",
   "metadata": {},
   "source": [
    "Next let's write our loss function over the measured intensity data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "3a5a34bc-9f22-4338-9215-5d177da445c5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:04:15.427341Z",
     "start_time": "2026-01-29T09:04:15.424019Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def get_intensities(sim_data: td.SimulationData) -> tuple[anp.ndarray, np.ndarray]:\n",
    "    \"\"\"Convenience function to grab the (unnormalized) intensity patterns from the data.\"\"\"\n",
    "\n",
    "    # first, grab the dataset storing the intensity values and coordinates\n",
    "    intensity_dataset = sim_data.get_intensity(mnt_out.name)\n",
    "    xs = intensity_dataset.coords[\"x\"].values\n",
    "    ys = intensity_dataset.coords[\"y\"].values\n",
    "\n",
    "    # the \"measured\" values are just the raw data\n",
    "    intensity_measured = anp.squeeze(intensity_dataset.data)\n",
    "\n",
    "    # the \"desired\" or \"target\" values are the logo function evaluated at the data coords\n",
    "    intensity_desired = intensity_desired_fn_logo(xs, ys)\n",
    "\n",
    "    return intensity_measured, intensity_desired\n",
    "\n",
    "\n",
    "# range within which to consider intensity as part of the objective function\n",
    "# eg. if the measured intensity is above int_max, we just consider it at the target value of 1.0\n",
    "intensity_range = int_min, int_max = (0.0, 1.0)\n",
    "\n",
    "\n",
    "def intensity_diff_fn(sim_data: td.SimulationData) -> float:\n",
    "    \"\"\"Returns a measure for the amount of difference between desired and target intensity patterns.\"\"\"\n",
    "\n",
    "    intensity_measured, intensity_desired = get_intensities(sim_data)\n",
    "\n",
    "    # normalize the measured intensity such that there's the same \"power\" in the signal as expected in the logo\n",
    "    intensity_measured = intensity_measured * anp.mean(intensity_desired) / intensity_norm_mean\n",
    "\n",
    "    # apply the \"capping\" within intensity_range (optional)\n",
    "    int_range_magnitude = anp.abs(int_max - int_min)\n",
    "    intensity_measured = anp.clip(intensity_measured, int_min, int_max)\n",
    "    intensity_desired = int_range_magnitude * intensity_desired + int_min\n",
    "\n",
    "    # take the elementwise difference\n",
    "    difference = intensity_measured - intensity_desired\n",
    "\n",
    "    # normalized by the 'worst case' (difference if measured was exact inverse of the target)\n",
    "    difference_denominator = anp.full(intensity_desired.shape, int_range_magnitude)\n",
    "\n",
    "    # return the normalized norm of the difference\n",
    "    return anp.linalg.norm(difference) / anp.linalg.norm(difference_denominator)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "83169dac-977c-4a37-8581-a1eb2af506d7",
   "metadata": {},
   "source": [
    "### Loss Function\n",
    "\n",
    "Finally, we can throw all of this into a loss function to minimize. \n",
    "\n",
    "We will use a very small weight on our penalty function as it turns out to not be super important in this problem."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "ac5a5c88-4247-4eeb-b8a3-96e727e3fd7d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:04:15.471730Z",
     "start_time": "2026-01-29T09:04:15.469786Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def loss_fn(params: anp.ndarray, beta: float) -> tuple[float, dict]:\n",
    "    \"\"\"Loss function for the design, the difference in intensity + the feature size penalty.\"\"\"\n",
    "\n",
    "    # construct and run the simulation\n",
    "    sim = make_sim(params, beta=beta)\n",
    "    sim_data = web.run(sim, task_name=\"phase_mask_example\", verbose=False)\n",
    "\n",
    "    # grab the respective and total losses\n",
    "    return intensity_diff_fn(sim_data), sim_data.to_static()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1399efcd-21fe-41e9-b586-0b7a16c6bc71",
   "metadata": {},
   "source": [
    "Before optimizing, let's test out our loss function to ensure we can run it and get the gradient of it with respect to the starting parameters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "7458767b-a95c-4b07-a809-9c7ec3167ab5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:06:34.381996Z",
     "start_time": "2026-01-29T09:04:15.515165Z"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# construct a function of `params` and `beta` that returns the loss value, gradient, and the aux_data\n",
    "loss_fn_val_grad = value_and_grad(loss_fn, has_aux=True)\n",
    "\n",
    "# call this on our initial parameters\n",
    "(val, grad), sim_data = loss_fn_val_grad(params0, beta=beta0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "ea8e2fa9-e672-4b78-a8ce-d6369d84d412",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:06:34.397637Z",
     "start_time": "2026-01-29T09:06:34.391930Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "initial loss value = 0.246\n",
      "gradient shape = (240, 240)\n",
      "norm of gradient = 1.327e-03\n"
     ]
    }
   ],
   "source": [
    "print(f\"initial loss value = {val:.3f}\")\n",
    "print(f\"gradient shape = {grad.shape:}\")\n",
    "print(f\"norm of gradient = {anp.linalg.norm(grad):.3e}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5d28f684-f441-4844-8ace-b5f711a9f3aa",
   "metadata": {},
   "source": [
    "Looks good! We get a reasonable loss value, our gradient has the expected shape, and it's non-zero (which can often indicate some issue concerning the flow of the gradient through the objective function.\n",
    "\n",
    "Let's also visualize the fields for another sanity check, which we can grab from the aux_data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "2dd02743",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T09:06:34.748151Z",
     "start_time": "2026-01-29T09:06:34.442785Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data.plot_field(field_monitor_name=\"side\", field_name=\"Ex\", val=\"real\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0f150383-ebdc-42c8-a020-c94da1a587a1",
   "metadata": {},
   "source": [
    "## Optimize Device\n",
    "\n",
    "Now we are finally ready to optimize our device.\n",
    "\n",
    "As in the other tutorials, we use the implementation of \"Adam Optimization\" from `optax`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "d7ed00dc-0e76-488b-aaa5-ee7a4a15d9cd",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T11:01:13.974660Z",
     "start_time": "2026-01-29T09:06:34.765481Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "step = (1 / 35)\n",
      "\tloss = 2.462e-01\n",
      "\tbeta = 1.00\n",
      "\t|gradient| = 1.327e-03\n",
      "step = (2 / 35)\n",
      "\tloss = 2.380e-01\n",
      "\tbeta = 1.50\n",
      "\t|gradient| = 8.127e-04\n",
      "step = (3 / 35)\n",
      "\tloss = 2.189e-01\n",
      "\tbeta = 2.00\n",
      "\t|gradient| = 9.241e-04\n",
      "step = (4 / 35)\n",
      "\tloss = 2.015e-01\n",
      "\tbeta = 2.50\n",
      "\t|gradient| = 1.158e-03\n",
      "step = (5 / 35)\n",
      "\tloss = 1.849e-01\n",
      "\tbeta = 3.00\n",
      "\t|gradient| = 1.127e-03\n",
      "step = (6 / 35)\n",
      "\tloss = 1.746e-01\n",
      "\tbeta = 3.50\n",
      "\t|gradient| = 9.841e-04\n",
      "step = (7 / 35)\n",
      "\tloss = 1.666e-01\n",
      "\tbeta = 4.00\n",
      "\t|gradient| = 7.401e-04\n",
      "step = (8 / 35)\n",
      "\tloss = 1.606e-01\n",
      "\tbeta = 4.50\n",
      "\t|gradient| = 5.817e-04\n",
      "step = (9 / 35)\n",
      "\tloss = 1.557e-01\n",
      "\tbeta = 5.00\n",
      "\t|gradient| = 5.027e-04\n",
      "step = (10 / 35)\n",
      "\tloss = 1.515e-01\n",
      "\tbeta = 5.50\n",
      "\t|gradient| = 4.424e-04\n",
      "step = (11 / 35)\n",
      "\tloss = 1.482e-01\n",
      "\tbeta = 6.00\n",
      "\t|gradient| = 4.001e-04\n",
      "step = (12 / 35)\n",
      "\tloss = 1.456e-01\n",
      "\tbeta = 6.50\n",
      "\t|gradient| = 3.735e-04\n",
      "step = (13 / 35)\n",
      "\tloss = 1.434e-01\n",
      "\tbeta = 7.00\n",
      "\t|gradient| = 3.394e-04\n",
      "step = (14 / 35)\n",
      "\tloss = 1.414e-01\n",
      "\tbeta = 7.50\n",
      "\t|gradient| = 3.132e-04\n",
      "step = (15 / 35)\n",
      "\tloss = 1.396e-01\n",
      "\tbeta = 8.00\n",
      "\t|gradient| = 2.767e-04\n",
      "step = (16 / 35)\n",
      "\tloss = 1.379e-01\n",
      "\tbeta = 8.50\n",
      "\t|gradient| = 2.895e-04\n",
      "step = (17 / 35)\n",
      "\tloss = 1.362e-01\n",
      "\tbeta = 9.00\n",
      "\t|gradient| = 2.775e-04\n",
      "step = (18 / 35)\n",
      "\tloss = 1.346e-01\n",
      "\tbeta = 9.50\n",
      "\t|gradient| = 2.685e-04\n",
      "step = (19 / 35)\n",
      "\tloss = 1.331e-01\n",
      "\tbeta = 10.00\n",
      "\t|gradient| = 2.610e-04\n",
      "step = (20 / 35)\n",
      "\tloss = 1.318e-01\n",
      "\tbeta = 10.50\n",
      "\t|gradient| = 2.873e-04\n",
      "step = (21 / 35)\n",
      "\tloss = 1.304e-01\n",
      "\tbeta = 11.00\n",
      "\t|gradient| = 2.723e-04\n",
      "step = (22 / 35)\n",
      "\tloss = 1.292e-01\n",
      "\tbeta = 11.50\n",
      "\t|gradient| = 2.842e-04\n",
      "step = (23 / 35)\n",
      "\tloss = 1.281e-01\n",
      "\tbeta = 12.00\n",
      "\t|gradient| = 2.840e-04\n",
      "step = (24 / 35)\n",
      "\tloss = 1.270e-01\n",
      "\tbeta = 12.50\n",
      "\t|gradient| = 2.540e-04\n",
      "step = (25 / 35)\n",
      "\tloss = 1.260e-01\n",
      "\tbeta = 13.00\n",
      "\t|gradient| = 2.417e-04\n",
      "step = (26 / 35)\n",
      "\tloss = 1.250e-01\n",
      "\tbeta = 13.50\n",
      "\t|gradient| = 2.718e-04\n",
      "step = (27 / 35)\n",
      "\tloss = 1.242e-01\n",
      "\tbeta = 14.00\n",
      "\t|gradient| = 2.615e-04\n",
      "step = (28 / 35)\n",
      "\tloss = 1.233e-01\n",
      "\tbeta = 14.50\n",
      "\t|gradient| = 2.673e-04\n",
      "step = (29 / 35)\n",
      "\tloss = 1.226e-01\n",
      "\tbeta = 15.00\n",
      "\t|gradient| = 2.627e-04\n",
      "step = (30 / 35)\n",
      "\tloss = 1.220e-01\n",
      "\tbeta = 15.50\n",
      "\t|gradient| = 2.451e-04\n",
      "step = (31 / 35)\n",
      "\tloss = 1.214e-01\n",
      "\tbeta = 16.00\n",
      "\t|gradient| = 3.164e-04\n",
      "step = (32 / 35)\n",
      "\tloss = 1.209e-01\n",
      "\tbeta = 16.50\n",
      "\t|gradient| = 2.923e-04\n",
      "step = (33 / 35)\n",
      "\tloss = 1.204e-01\n",
      "\tbeta = 17.00\n",
      "\t|gradient| = 2.843e-04\n",
      "step = (34 / 35)\n",
      "\tloss = 1.198e-01\n",
      "\tbeta = 17.50\n",
      "\t|gradient| = 2.278e-04\n",
      "step = (35 / 35)\n",
      "\tloss = 1.194e-01\n",
      "\tbeta = 18.00\n",
      "\t|gradient| = 2.740e-04\n"
     ]
    }
   ],
   "source": [
    "import optax\n",
    "\n",
    "# hyperparameters\n",
    "num_steps = 35\n",
    "learning_rate = 0.75\n",
    "\n",
    "# initialize adam optimizer with starting parameters\n",
    "params = params0.copy()\n",
    "optimizer = optax.adam(learning_rate=learning_rate)\n",
    "opt_state = optimizer.init(params)\n",
    "\n",
    "# store history\n",
    "history = dict(loss=[], params=[], betas=[], penalty=[], intensity_diff=[], sim_data=[])\n",
    "\n",
    "# gradually increase the binarization strength over iteration\n",
    "beta_increment = 0.5\n",
    "beta = beta0\n",
    "\n",
    "for i in range(num_steps):\n",
    "    print(f\"step = ({i + 1} / {num_steps})\")\n",
    "\n",
    "    # compute gradient and current loss function value\n",
    "    (loss, gradient), _ = loss_fn_val_grad(params, beta=beta)\n",
    "\n",
    "    # save history\n",
    "    history[\"loss\"].append(loss)\n",
    "    history[\"params\"].append(params)\n",
    "    history[\"betas\"].append(beta)\n",
    "\n",
    "    # log some output\n",
    "    print(f\"\\tloss = {loss:.3e}\")\n",
    "    print(f\"\\tbeta = {beta:.2f}\")\n",
    "    print(f\"\\t|gradient| = {np.linalg.norm(gradient):.3e}\")\n",
    "\n",
    "    # compute and apply updates to the optimizer based on gradient (+1 sign to minimize loss_fn)\n",
    "    updates, opt_state = optimizer.update(+gradient, opt_state, params)\n",
    "    params[:] = optax.apply_updates(params, updates)\n",
    "\n",
    "    # cap the parameters between their bounds\n",
    "    np.clip(params, 0.0, 1.0, out=params)\n",
    "\n",
    "    # update the beta value\n",
    "    beta += beta_increment"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a5f4797d-db68-47d3-9f5d-2c97d602a682",
   "metadata": {},
   "source": [
    "## Analyze Results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1e552cf-70e7-45fc-9969-d3a93ff00454",
   "metadata": {
    "tags": []
   },
   "source": [
    "First, let's plot the objective function history."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "eb24f819-69ac-4669-97af-ad5d4b266368",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T11:01:14.135380Z",
     "start_time": "2026-01-29T11:01:14.055896Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(history[\"loss\"], label=\"total loss\")\n",
    "plt.plot(np.zeros_like(history[\"loss\"]), linestyle=\":\", color=\"k\", label=\"no loss\")\n",
    "\n",
    "plt.xlabel(\"iteration number\")\n",
    "plt.ylabel(\"loss value\")\n",
    "\n",
    "plt.title(\"loss function over optimization\")\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a8b34678-1d12-4c62-8ce0-f51ab7eaf656",
   "metadata": {},
   "source": [
    "Next let's plot the final device pattern."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "60477482-5eca-4047-93bd-3751cbccdf45",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T11:01:14.279867Z",
     "start_time": "2026-01-29T11:01:14.141713Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get the final parameters, construct the final simulation\n",
    "params_final = history[\"params\"][-1]\n",
    "beta_final = history[\"betas\"][-1]\n",
    "sim_final = make_sim(params_final, beta=beta_final)\n",
    "\n",
    "# convert to regular `td.Simulation`\n",
    "sim_final.plot_eps(z=z_center_slab, monitor_alpha=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f5196e34-ab65-4a40-a742-de3149c577ff",
   "metadata": {},
   "source": [
    "Let's run this simulation to see the final field patterns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "489932b3-5676-4dca-b7ca-ddb3ac9546c6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T11:02:33.808421Z",
     "start_time": "2026-01-29T11:01:14.289145Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "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\">12:01:14 CET </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'Inspect'</span> with resource_id                            \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m12:01:14 CET\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'Inspect'\u001b[0m with resource_id                            \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.  \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff6</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">8-4cfa-bf70-09482a2367dd'</span></a>.                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=465079;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=720153;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=465079;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=34164;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=465079;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[32m-a5e4ea8b-ff6\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=465079;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[32m8-4cfa-bf70-09482a2367dd'\u001b[0m\u001b]8;;\u001b\\.                                         \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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/folder-df61810d-cad6-4474-8ea9-e4f00d5dfcb0\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=581529;https://tidy3d.simulation.cloud/folders/folder-df61810d-cad6-4474-8ea9-e4f00d5dfcb0\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
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      },
      "text/plain": [
       "Output()"
      ]
     },
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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>\n"
      ],
      "text/plain": []
     },
     "jetTransient": {
      "display_id": null
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     "metadata": {},
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">12:01:28 CET </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.390</span>. Minimum cost depends on task     \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the billed  \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>FlexCredit cost after a simulation run.                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m12:01:28 CET\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.390\u001b[0m. Minimum cost depends on task     \n",
       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed  \n",
       "\u001b[2;36m             \u001b[0mFlexCredit cost after a simulation run.                            \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">12:01:30 CET </span>status = queued                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m12:01:30 CET\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                    \n"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or              \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.      \n",
       "\u001b[2;36m             \u001b[0mTerminating the Python script will not stop the job running on the \n",
       "\u001b[2;36m             \u001b[0mcloud.                                                             \n"
      ]
     },
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       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
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      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>\n"
      ],
      "text/plain": []
     },
     "jetTransient": {
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">12:01:50 CET </span>starting up solver                                                 \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m12:01:50 CET\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                 \n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>running solver                                                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                     \n"
      ]
     },
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    {
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       "Output()"
      ]
     },
     "jetTransient": {
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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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\">12:02:28 CET </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">36</span>%, exiting.                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m12:02:28 CET\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m36\u001b[0m%, exiting.                            \n"
      ]
     },
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    },
    {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
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    {
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       "<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\">12:02:29 CET </span>status = success                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m12:02:29 CET\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                   \n"
      ]
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    {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
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     },
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    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View simulation result at                                          \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff6</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">8-4cfa-bf70-09482a2367dd'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=322353;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=552536;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=322353;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=209185;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=322353;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[4;34m-a5e4ea8b-ff6\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=322353;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a5e4ea8b-ff68-4cfa-bf70-09482a2367dd\u001b\\\u001b[4;34m8-4cfa-bf70-09482a2367dd'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                         \n"
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       "Output()"
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    {
     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">12:02:33 CET </span>Loading simulation from simulation_data.hdf5                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m12:02:33 CET\u001b[0m\u001b[2;36m \u001b[0mLoading simulation from simulation_data.hdf5                       \n"
      ]
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    }
   ],
   "source": [
    "sim_data_final = web.run(sim_final, task_name=\"Inspect\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "d743ed6e-4e4e-4847-940b-1cfc7c541111",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T11:02:34.551577Z",
     "start_time": "2026-01-29T11:02:33.822980Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, axes = plt.subplots(1, 2, figsize=(10, 4), tight_layout=True)\n",
    "\n",
    "for ax, name in zip(axes, (\"output\", \"side\")):\n",
    "    sim_data_final.plot_field(field_monitor_name=name, field_name=\"E\", val=\"abs^2\", ax=ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb141236-58ba-460e-9b33-52615bde2174",
   "metadata": {
    "tags": []
   },
   "source": [
    "Finally, we can create a nice figure combining everything."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "5a284bac-e2e8-453b-9715-573980cc8e28",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-01-29T11:02:35.491416Z",
     "start_time": "2026-01-29T11:02:34.560927Z"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x1000 with 11 Axes>"
      ]
     },
     "jetTransient": {
      "display_id": null
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, ((ax0, ax1), (ax2, ax3), (ax4, ax5)) = plt.subplots(3, 2, figsize=(9, 10), tight_layout=True)\n",
    "\n",
    "# target intensity\n",
    "im = ax0.imshow(np.rot90(intensity_desired), cmap=\"magma\")\n",
    "ax0.set_aspect(\"equal\")\n",
    "ax0.set_xlabel(\"x\")\n",
    "ax0.set_ylabel(\"y\")\n",
    "ax0.set_title(\"target intensity (normalized)\")\n",
    "plt.colorbar(im, ax=ax0)\n",
    "\n",
    "# optimization progress\n",
    "ax1.plot(history[\"loss\"], label=\"total loss\")\n",
    "ax1.plot(np.zeros_like(history[\"loss\"]), linestyle=\":\", color=\"k\", label=\"no loss\")\n",
    "ax1.set_xlabel(\"iteration number\")\n",
    "ax1.set_ylabel(\"loss value\")\n",
    "ax1.set_title(\"loss function over optimization\")\n",
    "ax1.legend()\n",
    "\n",
    "# final device (top and sides)\n",
    "sim_final.plot_eps(z=z_center_slab, ax=ax2)\n",
    "ax2.set_title(\"final design\")\n",
    "sim_final.plot_eps(x=0, ax=ax3)\n",
    "ax3.set_title(\"cross section\")\n",
    "\n",
    "# final fields\n",
    "vmin = None\n",
    "vmax = None\n",
    "for ax, name in zip((ax4, ax5), (\"output\", \"side\")):\n",
    "    sim_data_final.plot_field(\n",
    "        field_monitor_name=name,\n",
    "        field_name=\"E\",\n",
    "        val=\"abs^2\",\n",
    "        vmin=vmin,\n",
    "        vmax=vmax,\n",
    "        ax=ax,\n",
    "    )\n",
    "\n",
    "# plt.savefig('phase_mask.png', dpi=300)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "applications": [
   "Nanophotonics",
   "Metamaterials, gratings, and other periodic structures"
  ],
  "description": "This notebook demonstrates how to perform inverse design optimization of a diffractive metasurface in Tidy3D FDTD.",
  "feature_image": "./img/adjoint_13.png",
  "features": [
   "Adjoint inverse design"
  ],
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "keywords": "inverse design, adjoint optimization, Tidy3D, FDTD",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.5"
  },
  "title": "Metasurface Inverse Design with Topology Optimization"
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
