{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "94534c24",
   "metadata": {},
   "source": [
    "# Defining spatially-varying dielectric structures "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "10952dec",
   "metadata": {},
   "source": [
    "When a regular `Tidy3D` [Medium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Medium.html) or a dispersive medium such as [Lorentz](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Lorentz.html) is assigned to a [Structure](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Structure.html), the refractive index is homogeneous within the geometry. In some cases, such as gradient-index optics component and inhomogeneous doped structure simulations, a spatially varying refractive index distribution is desirable. In principle, this can be achieved by manually dividing the [Structure](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Structure.html) into smaller sub-components and assigning a refractive index value to each component according to the spatial distribution. However, this process can be tedious and error-prone. Fortunately, `Tidy3D` supports both **non-dispersive** and **dispersive** media that have a spatially varying refractive index, and thus can help you achieve this result very conveniently.\n",
    "\n",
    "In this tutorial, first we illustrate how to define structures made of custom **non-dispersive** medium called [CustomMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomMedium.html) that allow for a customized refractive index spatial profile. An example is an ideal gradient index lens that has flat surfaces but a parabolic distribution of refractive index. The simulation result allows us to examine the focusing capability of the lens. \n",
    "\n",
    "Next, we illustrate how to define structures made of custom **dispersive** medium. As an example, we construct a lens made of [CustomLorentz](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomLorentz.html) that has the ideal refractive index distribution at the frequency of interest.\n",
    "\n",
    "Finally, we explain how to construct a **diagonally anisotropic** medium in which each component can be independently defined as any type of custom dispersive or non-dispersive medium.\n",
    "\n",
    "<img src=\"img/graded_index_lens.png\" width=\"300\" alt=\"Schematic of the graded index lens\">\n",
    "\n",
    "If you are new to the finite-difference time-domain (FDTD) method, we highly recommend going through our [FDTD101](https://www.flexcompute.com/fdtd101/) tutorials. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8f41d7b4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:44.438979Z",
     "iopub.status.busy": "2024-06-11T18:54:44.438648Z",
     "iopub.status.idle": "2024-06-11T18:54:46.894391Z",
     "shell.execute_reply": "2024-06-11T18:54:46.893650Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "import xarray as xr\n",
    "from tidy3d import SpatialDataArray, web"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97b501eb",
   "metadata": {},
   "source": [
    "The lens is designed to work at 1 $\\mu m$ wavelength."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7d00a9e8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:46.896738Z",
     "iopub.status.busy": "2024-06-11T18:54:46.896423Z",
     "iopub.status.idle": "2024-06-11T18:54:46.912748Z",
     "shell.execute_reply": "2024-06-11T18:54:46.912161Z"
    }
   },
   "outputs": [],
   "source": [
    "lda0 = 1  # central wavelength\n",
    "\n",
    "freq0 = td.C_0 / lda0  # central frequency"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2e353e1",
   "metadata": {},
   "source": [
    "## Custom Non-dispersive Medium"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f66c7370",
   "metadata": {},
   "source": [
    "With [CustomMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomMedium.html), one can customize the spatial profile of non-dispersive refractive index inside a structure. The spatial profile is defined with [SpatialDataAarray](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html) where we provide scalar data such as refractive index and labeled coordinates. Below, let's see how to define a flat lens whose index of refraction follows $n(r)=n_0(1-Ar^2)$, where $r$ is the radial distance to the $z$-axis. In this particular example, we study a lens of 20 $\\mu m$ radius and 10 $\\mu m$ thickness.\n",
    "\n",
    "First, we define the spatial grids. The refractive index is invariant alone $z$-axis, and varies in the $x$-$y$ plane. For the uniform $z$-axis, we only need to supply one grid point since [CustomMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomMedium.html) will automatically generate uniform profiles along the axis where a single grid point is supplied. In the $x$ and $y$ dimensions, we set 100 grid points to fully resolve the refractive index variation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2732a9df",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:46.914885Z",
     "iopub.status.busy": "2024-06-11T18:54:46.914695Z",
     "iopub.status.idle": "2024-06-11T18:54:46.931122Z",
     "shell.execute_reply": "2024-06-11T18:54:46.930582Z"
    }
   },
   "outputs": [],
   "source": [
    "Nx, Ny, Nz = 100, 100, 1  # number of grid points along each dimension\n",
    "\n",
    "r = 20  # radius of the lens, unit: micron\n",
    "t = 10  # thickness of the lens, unit: micron\n",
    "\n",
    "# The coordinate for the refractive index data that includes x, y, z, and frequency\n",
    "# Note: when only one coordinate is supplied along an axis, it means the medium is uniform along this axis.\n",
    "X = np.linspace(-r, r, Nx)  # x grid\n",
    "Y = np.linspace(-r, r, Ny)  # y grid\n",
    "Z = [0]  # z grid"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e74eb4b",
   "metadata": {},
   "source": [
    "Next, we define a 3-dimensional array that stores the refractive index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "86a784fc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:46.932959Z",
     "iopub.status.busy": "2024-06-11T18:54:46.932818Z",
     "iopub.status.idle": "2024-06-11T18:54:46.949786Z",
     "shell.execute_reply": "2024-06-11T18:54:46.949201Z"
    }
   },
   "outputs": [],
   "source": [
    "# define coordinate array\n",
    "x_mesh, y_mesh, z_mesh = np.meshgrid(X, Y, Z, indexing=\"ij\")\n",
    "r_mesh = np.sqrt(x_mesh**2 + y_mesh**2)  # radial distance\n",
    "\n",
    "# index of refraction array\n",
    "# assign the refractive index value to the array according to the desired profile\n",
    "n_data = np.ones((Nx, Ny, Nz))\n",
    "n0 = 2\n",
    "A = 1e-3\n",
    "n_data[r_mesh <= r] = n0 * (1 - A * r_mesh[r_mesh <= r] ** 2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a9f73ff",
   "metadata": {},
   "source": [
    "Finally, we convert the numpy array to a [SpatialDataArray](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html) that labels the coordinate."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c2bafbb5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:46.951812Z",
     "iopub.status.busy": "2024-06-11T18:54:46.951627Z",
     "iopub.status.idle": "2024-06-11T18:54:46.968468Z",
     "shell.execute_reply": "2024-06-11T18:54:46.967849Z"
    }
   },
   "outputs": [],
   "source": [
    "# convert to dataset array\n",
    "n_dataset = SpatialDataArray(n_data, coords=dict(x=X, y=Y, z=Z))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "78ebb07c",
   "metadata": {},
   "source": [
    "### Defining CustomMedium in 3 Ways\n",
    "Here, we will illustrate defining custom medium in three different ways:\n",
    "1. Using classmethod [td.CustomMedium.from_nk](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomMedium.html#tidy3d.CustomMedium.from_nk) when refractive index and extinction coefficients are readily available.\n",
    "2. Using classmethod [td.CustomMedium.from_eps_raw](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomMedium.html#tidy3d.CustomMedium.from_eps_raw) to supply permittivity data, which can be complex-valued for lossy medium.\n",
    "3. Define permittivity and conductivity directly in `td.CustomMedium`.\n",
    "\n",
    "(One can also define permittivity for each component separately via [PermittivityDataset](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PermittivityDataset.html), but it is to be deprecated in the future. For custom medium that is anisotropic, it is encouraged to define through [CustomAnisotropicMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomAnisotropicMedium.html))\n",
    "\n",
    "In any of the three ways, you can optionally define how the permittivity is **interpolated** to Yee-grid with `interp_method` that can take the value of \"linear\" or \"nearest\". The default value is \"nearest\". If the custom medium is applied to a geometry larger than the custom medium's grid range, **extrapolation** is automatically applied for Yee grids outside the supplied coordinate region. When the extrapolated value is smaller (greater) than the minimal (maximal) of the supplied data, the extrapolated value will take the minimal (maximal) of the supplied data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f106ecd6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:46.970495Z",
     "iopub.status.busy": "2024-06-11T18:54:46.970240Z",
     "iopub.status.idle": "2024-06-11T18:54:47.051675Z",
     "shell.execute_reply": "2024-06-11T18:54:47.049686Z"
    }
   },
   "outputs": [],
   "source": [
    "## Three equivalent ways of defining custom medium for the lens\n",
    "\n",
    "# define custom medium with n/k data\n",
    "mat_custom1 = td.CustomMedium.from_nk(n_dataset, interp_method=\"nearest\")\n",
    "\n",
    "# define custom medium with permittivity data\n",
    "eps_dataset = n_dataset**2\n",
    "mat_custom2 = td.CustomMedium.from_eps_raw(eps_dataset, interp_method=\"nearest\")\n",
    "\n",
    "# define permittivity directly in the class\n",
    "mat_custom3 = td.CustomMedium(permittivity=eps_dataset, interp_method=\"nearest\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bacb4362",
   "metadata": {},
   "source": [
    "Note that when the medium is **lossy** so that `k` is non-zero and permittivity is complex-valued, in Approach 3, one can directly define the conductivity in the class:\n",
    "\n",
    "```\n",
    "mat_custom3 = td.CustomMedium(permittivity=eps_dataset, conductivity=conductivity_dataset, interp_method=\"nearest\")\n",
    "```\n",
    "\n",
    "In the other two approaches, the frequency value at each the complex-valued permittivity or ``n``/``k`` is defined is needed to evaluate the conductivity. There are two ways to supply the frequency information:\n",
    "\n",
    "- Pass through `freq` kwarg in the classmethod [td.CustomMedium.from_nk](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomMedium.html#tidy3d.CustomMedium.from_nk) and [td.CustomMedium.from_eps_raw](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomMedium.html#tidy3d.CustomMedium.from_eps_raw)\n",
    "- Supply ``n``/``k`` or permittivity through [ScalarFieldDataArray](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html) that contains a frequency coordinate."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bfcee3d6",
   "metadata": {},
   "source": [
    "### Simulation Setup\n",
    "#### Define Lens Structure "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "104ff4f5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:47.057840Z",
     "iopub.status.busy": "2024-06-11T18:54:47.057132Z",
     "iopub.status.idle": "2024-06-11T18:54:47.083085Z",
     "shell.execute_reply": "2024-06-11T18:54:47.082418Z"
    }
   },
   "outputs": [],
   "source": [
    "# define the lens structure as a box\n",
    "lens = td.Structure(\n",
    "    geometry=td.Box(center=(0, 0, t / 2), size=(td.inf, td.inf, t)), medium=mat_custom1\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dc23cbf0",
   "metadata": {},
   "source": [
    "#### Define a Source and Monitor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "19f65aa9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:47.085384Z",
     "iopub.status.busy": "2024-06-11T18:54:47.085177Z",
     "iopub.status.idle": "2024-06-11T18:54:47.106608Z",
     "shell.execute_reply": "2024-06-11T18:54:47.104772Z"
    }
   },
   "outputs": [],
   "source": [
    "# define a plane wave source\n",
    "plane_wave = td.PlaneWave(\n",
    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 20),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    center=(0, 0, -lda0 / 2),\n",
    "    direction=\"+\",\n",
    "    pol_angle=0,\n",
    ")\n",
    "\n",
    "\n",
    "# define a field monitor in the xz plane at y=0\n",
    "monitor_field_xz = td.FieldMonitor(\n",
    "    center=[0, 0, 0], size=[td.inf, 0, td.inf], freqs=[freq0], name=\"field_xz\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "403be13a",
   "metadata": {},
   "source": [
    "#### Define a Simulation "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "2a9b9568",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:47.112630Z",
     "iopub.status.busy": "2024-06-11T18:54:47.112181Z",
     "iopub.status.idle": "2024-06-11T18:54:47.157489Z",
     "shell.execute_reply": "2024-06-11T18:54:47.156883Z"
    }
   },
   "outputs": [],
   "source": [
    "# simulation domain size\n",
    "Lx, Ly, Lz = 2 * r, 2 * r, 5 * t\n",
    "sim_size = (Lx, Ly, Lz)\n",
    "\n",
    "run_time = 2e-12  # simulation run time\n",
    "\n",
    "# define simulation\n",
    "sim = td.Simulation(\n",
    "    center=(0, 0, Lz / 2 - lda0),\n",
    "    size=sim_size,\n",
    "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=10, wavelength=lda0),\n",
    "    structures=[lens],\n",
    "    sources=[plane_wave],\n",
    "    monitors=[monitor_field_xz],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),  # pml is applied in all boundaries\n",
    "    symmetry=(\n",
    "        -1,\n",
    "        1,\n",
    "        0,\n",
    "    ),  # symmetry is used such that only a quarter of the structure needs to be modeled.\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a7884ffa",
   "metadata": {},
   "source": [
    "### Visualize the Simulation and Gradient Index Distribution "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b0b20fd",
   "metadata": {},
   "source": [
    "We can use the `plot_eps` method of [Simulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html) to visualize the simulation setup as well as the permittivity distribution. \n",
    "\n",
    "First, plot the $yz$ plane at $x$=0."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "c52645ee",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:47.159722Z",
     "iopub.status.busy": "2024-06-11T18:54:47.159532Z",
     "iopub.status.idle": "2024-06-11T18:54:47.606653Z",
     "shell.execute_reply": "2024-06-11T18:54:47.606050Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim.plot_eps(x=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bdc5934d",
   "metadata": {},
   "source": [
    "Similarly, plot the $xy$ plane at $z$=0. The spatially varying permittivity is clearly observed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b3820e26",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:47.608786Z",
     "iopub.status.busy": "2024-06-11T18:54:47.608591Z",
     "iopub.status.idle": "2024-06-11T18:54:48.126698Z",
     "shell.execute_reply": "2024-06-11T18:54:48.125275Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim.plot_eps(z=t / 2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6d4992a4",
   "metadata": {},
   "source": [
    "### Submit Simulation Job "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c1086db",
   "metadata": {},
   "source": [
    "Submit the simulation job to the server."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b1959a41",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:54:48.131248Z",
     "iopub.status.busy": "2024-06-11T18:54:48.130926Z",
     "iopub.status.idle": "2024-06-11T18:56:30.961214Z",
     "shell.execute_reply": "2024-06-11T18:56:30.960590Z"
    }
   },
   "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\">19:32:35 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'gradient_index_lens'</span> with task_id                   \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:32:35 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'gradient_index_lens'\u001b[0m with task_id                   \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"
      ]
     },
     "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-c9f1d064-c548-4fe0-97e7-23a6e33948e4\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c5</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">48-4fe0-97e7-23a6e33948e4'</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=795217;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=981;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=795217;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=288492;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=795217;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[32m-c9f1d064-c5\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=795217;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[32m48-4fe0-97e7-23a6e33948e4'\u001b[0m\u001b]8;;\u001b\\.                                       \n"
      ]
     },
     "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-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" 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=680732;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8bdfd586da4a4dddbdeb7d65dbf81b53",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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": []
     },
     "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\">19:32:37 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.674</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;36m19:32:37 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.674\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"
      ]
     },
     "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\">19:32:38 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:32:38 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \n"
      ]
     },
     "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"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d279f79756ac450d98fae010cdb24d7d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:32:43 CEST </span>status = preprocess                                               \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:32:43 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                               \n"
      ]
     },
     "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": []
     },
     "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\">19:32:49 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:32:49 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \n"
      ]
     },
     "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\">19:32:50 CEST </span>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:32:50 CEST\u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "574904333e194cc4887bd264420721b7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:33:49 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">80</span>%, exiting.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:33:49 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m80\u001b[0m%, exiting.                           \n"
      ]
     },
     "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": []
     },
     "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>status = postprocess                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f9d94bf1bed84d0c82ff547b725aa360",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \n"
      ]
     },
     "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": []
     },
     "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\">19:33:51 CEST </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c5</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">48-4fe0-97e7-23a6e33948e4'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:33:51 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=886893;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=378019;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=886893;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=449325;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=886893;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[4;34m-c9f1d064-c5\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=886893;https://tidy3d.simulation.cloud/workbench?taskId=fdve-c9f1d064-c548-4fe0-97e7-23a6e33948e4\u001b\\\u001b[4;34m48-4fe0-97e7-23a6e33948e4'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e0bd79f47d3541c98f23821249c93b00",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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": []
     },
     "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\">19:33:54 CEST </span>loading simulation from data/simulation.hdf5                      \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:33:54 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation.hdf5                      \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim,\n",
    "    task_name=\"gradient_index_lens\",\n",
    "    path=\"data/simulation.hdf5\",\n",
    "    verbose=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a94dd40",
   "metadata": {},
   "source": [
    "### Result Visualization "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d5f7bf0",
   "metadata": {},
   "source": [
    "After the simulation is complete, we can inspect the focusing capability of the gradient-index lens by plotting the field distributions. First, plot $E_x$ in the $xz$ plane at $y=0$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "877956ab",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:56:32.663188Z",
     "iopub.status.busy": "2024-06-11T18:56:32.662954Z",
     "iopub.status.idle": "2024-06-11T18:56:34.169302Z",
     "shell.execute_reply": "2024-06-11T18:56:34.168592Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data.plot_field(\"field_xz\", \"Ex\", vmin=-15, vmax=15)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d1e6cf3",
   "metadata": {},
   "source": [
    "The focus is better visualized by plotting the field intensity. A strong focus about 17 $\\mu m$ from the front surface of the lens is observed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "9760ce31",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:56:34.171987Z",
     "iopub.status.busy": "2024-06-11T18:56:34.171749Z",
     "iopub.status.idle": "2024-06-11T18:56:35.619370Z",
     "shell.execute_reply": "2024-06-11T18:56:35.618827Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data.plot_field(\"field_xz\", \"E\", \"abs^2\", vmin=0, vmax=300)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b6b3a87e",
   "metadata": {},
   "source": [
    "## Custom Dispersive Medium\n",
    "\n",
    "Tidy3d supports a set of dispersive media: [PoleResidue](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PoleResidue.html), [Lorentz](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Lorentz.html), [Sellmeier](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Sellmeier.html), [Drude](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Drude.html), and [Debye](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Debye.html). Each of them has been generalized to support spatially varying profile. The class for spatially varying medium has a prefix \"Custom\". For example, we can define a spatially varying Lorentz model with [CustomLorentz](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomLorentz.html) class.\n",
    "\n",
    "The usage of the \"Custom\" dispersive medium class is very similar to that of the regular medium. When defining a custom dispersive medium object, we simply replace the input fields that are scalar in the regular medium with [SpatialDataAarray](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html), which defines the spatial profile with labeled coordinates. Take Lorentz model as an example, there are two input fields: a scalar `eps_inf` that defines the relative permittivity at infinite frequency, and a nested tuple of scalar `coeffs` that defines the oscillator properties including oscillator strength, frequency, and damping rate. In [CustomLorentz](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomLorentz.html), the scalar `eps_inf` turns into [SpatialDataAarray](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html), and the nested tuple of scalar `coeffs` turns into a nested tuple of [SpatialDataAarray](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html). An example is illustrated below:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "c03c83bd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:56:35.621419Z",
     "iopub.status.busy": "2024-06-11T18:56:35.621229Z",
     "iopub.status.idle": "2024-06-11T18:56:35.642917Z",
     "shell.execute_reply": "2024-06-11T18:56:35.642375Z"
    }
   },
   "outputs": [],
   "source": [
    "# spatially varying Lorentz model that has the same permittivity profile as\n",
    "# the custom non-dispersive medium at `freq0`.\n",
    "eps_inf_dataset = xr.ones_like(eps_dataset)  # uniform eps_inf\n",
    "f0_dataset = xr.ones_like(eps_inf_dataset) * 2 * freq0  # uniform oscillator frequency as well\n",
    "gamma_dataset = xr.zeros_like(eps_inf_dataset)  # lossless oscillator\n",
    "delep_dataset = (eps_dataset - 1) * 3 / 4  # non-uniform oscillator strength\n",
    "mat_lorentz = td.CustomLorentz(\n",
    "    eps_inf=eps_inf_dataset, coeffs=((delep_dataset, f0_dataset, gamma_dataset),)\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31f70bc5",
   "metadata": {},
   "source": [
    "Note that all input fields must be defined over the same spatial grids. In this example, the data of `eps_inf` and all terms in `coeffs` are defined over the same spatial grids."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8272f3ef",
   "metadata": {},
   "source": [
    "### Setup  Simulation with Spatially Varying Lorentz Medium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "fd947299",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:56:35.645053Z",
     "iopub.status.busy": "2024-06-11T18:56:35.644861Z",
     "iopub.status.idle": "2024-06-11T18:56:35.690840Z",
     "shell.execute_reply": "2024-06-11T18:56:35.690241Z"
    }
   },
   "outputs": [],
   "source": [
    "lens_lorentz = lens.copy(update={\"medium\": mat_lorentz})\n",
    "sim_lorentz = sim.copy(update={\"structures\": [lens_lorentz]})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c17d5ac",
   "metadata": {},
   "source": [
    "### Visualize the Simulation and Gradient Index Distribution\n",
    "\n",
    "Let's visualize the simulation on the same plane as before. To view the permittivity distribution at `freq0`, we set the kwarg `freq=freq0`. The permittivity distribution at `freq0` looks the same as the previous custom non-dispersive medium example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "41a67ca5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:56:35.692913Z",
     "iopub.status.busy": "2024-06-11T18:56:35.692726Z",
     "iopub.status.idle": "2024-06-11T18:56:35.979076Z",
     "shell.execute_reply": "2024-06-11T18:56:35.978541Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_lorentz.plot_eps(x=0, freq=freq0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "5cf5b07f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:56:35.981021Z",
     "iopub.status.busy": "2024-06-11T18:56:35.980827Z",
     "iopub.status.idle": "2024-06-11T18:56:36.515240Z",
     "shell.execute_reply": "2024-06-11T18:56:36.514686Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_lorentz.plot_eps(z=t / 2, freq=freq0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d7593ae0",
   "metadata": {},
   "source": [
    "### Submit Simulation Job\n",
    "\n",
    "Submit the simulation job to the server."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "07e0f86a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:56:36.517212Z",
     "iopub.status.busy": "2024-06-11T18:56:36.516996Z",
     "iopub.status.idle": "2024-06-11T18:58:47.963558Z",
     "shell.execute_reply": "2024-06-11T18:58:47.962965Z"
    }
   },
   "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\">19:33:56 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'gradient_index_lens_lorentz'</span> with task_id           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-409e845c-5c20-45aa-b410-094359f66f03'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:33:56 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'gradient_index_lens_lorentz'\u001b[0m with task_id           \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-409e845c-5c20-45aa-b410-094359f66f03'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"
      ]
     },
     "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-409e845c-5c20-45aa-b410-094359f66f03\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">20-45aa-b410-094359f66f03'</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=57732;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=714024;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=57732;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=871818;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=57732;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[32m-409e845c-5c\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=57732;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[32m20-45aa-b410-094359f66f03'\u001b[0m\u001b]8;;\u001b\\.                                       \n"
      ]
     },
     "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-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" 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=305287;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "fb0c489f2fe447549fac5088d40ca1e7",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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": []
     },
     "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\">19:33:58 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.877</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;36m19:33:58 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.877\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"
      ]
     },
     "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\">19:33:59 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:33:59 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \n"
      ]
     },
     "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"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f84bdc44696a4c51920aa263bebb364c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:34:04 CEST </span>status = preprocess                                               \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:34:04 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                               \n"
      ]
     },
     "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": []
     },
     "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\">19:34:11 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:34:11 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \n"
      ]
     },
     "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>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1621f87adfed4721ab2766bde09191f9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:35:56 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">96</span>%, exiting.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:35:56 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m96\u001b[0m%, exiting.                           \n"
      ]
     },
     "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": []
     },
     "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>status = postprocess                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "91516aad2c414f1caea195b7caf57e05",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:35:58 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:35:58 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \n"
      ]
     },
     "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": []
     },
     "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\">19:36:00 CEST </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">20-45aa-b410-094359f66f03'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:36:00 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=721085;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=664018;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=721085;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=860818;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=721085;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[4;34m-409e845c-5c\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=721085;https://tidy3d.simulation.cloud/workbench?taskId=fdve-409e845c-5c20-45aa-b410-094359f66f03\u001b\\\u001b[4;34m20-45aa-b410-094359f66f03'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e3b17c7c01f949269a0a9123cd0fb723",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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": []
     },
     "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\">19:36:04 CEST </span>loading simulation from data/simulation_lorentz.hdf5              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:36:04 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation_lorentz.hdf5              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_lorentz = web.run(\n",
    "    sim_lorentz,\n",
    "    task_name=\"gradient_index_lens_lorentz\",\n",
    "    path=\"data/simulation_lorentz.hdf5\",\n",
    "    verbose=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "368ef0cd",
   "metadata": {},
   "source": [
    "### Result Visualization\n",
    "\n",
    "After the simulation is complete, we inspect the focusing capability of the gradient-index lens by plotting the field distributions on the same plane as before. Again, at `freq0`, the result is consistent with the previous simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "807fa6df",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:58:50.141013Z",
     "iopub.status.busy": "2024-06-11T18:58:50.140875Z",
     "iopub.status.idle": "2024-06-11T18:58:51.762349Z",
     "shell.execute_reply": "2024-06-11T18:58:51.761757Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_lorentz.plot_field(\"field_xz\", \"Ex\", vmin=-15, vmax=15)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "90f38741",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:58:51.768458Z",
     "iopub.status.busy": "2024-06-11T18:58:51.768101Z",
     "iopub.status.idle": "2024-06-11T18:58:53.350754Z",
     "shell.execute_reply": "2024-06-11T18:58:53.350106Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_lorentz.plot_field(\"field_xz\", \"E\", \"abs^2\", vmin=0, vmax=300)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e9d84e04",
   "metadata": {},
   "source": [
    "## Custom Anisotropic Medium"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b257d34e",
   "metadata": {},
   "source": [
    "With [CustomAnisotropicMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomAnisotropicMedium.html), one can define a diagonally anisotropic medium in which each component is spatially varying. The usage of [CustomAnisotropicMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.CustomAnisotropicMedium.html) is similar to [AnisotropicMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.AnisotropicMedium.html), except that each of its components is a spatially varying medium.\n",
    "\n",
    "In the following, we illustrate how to define a spatially varying anisotropic medium. We define a medium that is dispersive in the `zz`-component, but non-dispersive in the `xx` and `yy` components. At `freq0`, the medium behaves isotropically, and is identical to the previous custom non-dispersive medium."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5909223f",
   "metadata": {},
   "source": [
    "### Setup  Simulation with Spatially Varying Lorentz Medium"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "38a30a53",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:58:53.352925Z",
     "iopub.status.busy": "2024-06-11T18:58:53.352741Z",
     "iopub.status.idle": "2024-06-11T18:58:53.371876Z",
     "shell.execute_reply": "2024-06-11T18:58:53.371290Z"
    }
   },
   "outputs": [],
   "source": [
    "mat_anisotropic = td.CustomAnisotropicMedium(xx=mat_custom1, yy=mat_custom2, zz=mat_lorentz)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "ca16d5bd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:58:53.374053Z",
     "iopub.status.busy": "2024-06-11T18:58:53.373897Z",
     "iopub.status.idle": "2024-06-11T18:58:53.489164Z",
     "shell.execute_reply": "2024-06-11T18:58:53.488535Z"
    }
   },
   "outputs": [],
   "source": [
    "lens_anisotropic = lens.copy(update={\"medium\": mat_anisotropic})\n",
    "sim_anisotropic = sim.copy(update={\"structures\": [lens_anisotropic]})"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bd39a00b",
   "metadata": {},
   "source": [
    "### Visualize the Simulation and Gradient Index Distribution\n",
    "\n",
    "Let's visualize the simulation on the same plane as before. To view the permittivity distribution at `freq0`, we set the kwarg `freq=freq0`. The permittivity distribution at `freq0` looks the same as the previous custom non-dispersive medium example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "7a9e3bf7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:58:53.491543Z",
     "iopub.status.busy": "2024-06-11T18:58:53.491299Z",
     "iopub.status.idle": "2024-06-11T18:58:53.822917Z",
     "shell.execute_reply": "2024-06-11T18:58:53.822391Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_anisotropic.plot_eps(x=0, freq=freq0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "576917f3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:58:53.824957Z",
     "iopub.status.busy": "2024-06-11T18:58:53.824798Z",
     "iopub.status.idle": "2024-06-11T18:58:54.491805Z",
     "shell.execute_reply": "2024-06-11T18:58:54.491238Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_anisotropic.plot_eps(z=t / 2, freq=freq0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c62fe47",
   "metadata": {},
   "source": [
    "### Submit Simulation Job\n",
    "\n",
    "Submit the simulation job to the server."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "9f1813dd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T18:58:54.495005Z",
     "iopub.status.busy": "2024-06-11T18:58:54.494773Z",
     "iopub.status.idle": "2024-06-11T19:00:42.277246Z",
     "shell.execute_reply": "2024-06-11T19:00:42.276598Z"
    }
   },
   "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\">19:36:06 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'gradient_index_lens_anisotropic'</span> with task_id       \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:36:06 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'gradient_index_lens_anisotropic'\u001b[0m with task_id       \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m. \n"
      ]
     },
     "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-16edf8a7-3920-40fb-9a56-08e83c1bcb32\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-39</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">20-40fb-9a56-08e83c1bcb32'</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=158006;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=276082;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=158006;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=753325;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=158006;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[32m-16edf8a7-39\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=158006;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[32m20-40fb-9a56-08e83c1bcb32'\u001b[0m\u001b]8;;\u001b\\.                                       \n"
      ]
     },
     "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-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\" 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=849629;https://tidy3d.simulation.cloud/folders/folder-7a0ee478-ee62-43e0-9a9e-26a06b299b0a\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a38f593ca5384270a2d521e0aa009853",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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": []
     },
     "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\">19:36:08 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.877</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;36m19:36:08 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.877\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"
      ]
     },
     "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\">19:36:09 CEST </span>status = queued                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:36:09 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                   \n"
      ]
     },
     "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"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1e1bb09d9a564965a1c6f473178bc102",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:36:16 CEST </span>status = preprocess                                               \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:36:16 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                               \n"
      ]
     },
     "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": []
     },
     "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\">19:36:21 CEST </span>starting up solver                                                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:36:21 CEST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                \n"
      ]
     },
     "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>running solver                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8702a9d99eb24ae0a34fb181cee6b56f",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:37:41 CEST </span>early shutoff detected at <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">80</span>%, exiting.                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:37:41 CEST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m80\u001b[0m%, exiting.                           \n"
      ]
     },
     "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": []
     },
     "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>status = postprocess                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "cc93cfd38b0749cca7a3a3a8e4f0e606",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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\">19:37:42 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:37:42 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \n"
      ]
     },
     "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": []
     },
     "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\">19:37:44 CEST </span>View simulation result at                                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-39</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">20-40fb-9a56-08e83c1bcb32'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                       \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:37:44 CEST\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                         \n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=925154;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=758449;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=925154;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=694488;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=925154;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[4;34m-16edf8a7-39\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=925154;https://tidy3d.simulation.cloud/workbench?taskId=fdve-16edf8a7-3920-40fb-9a56-08e83c1bcb32\u001b\\\u001b[4;34m20-40fb-9a56-08e83c1bcb32'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                       \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "f6b51884f5fb439cb1ac603987a19ef9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "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": []
     },
     "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\">19:37:46 CEST </span>loading simulation from data/simulation_anisotropic.hdf5          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m19:37:46 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/simulation_anisotropic.hdf5          \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_anisotropic = web.run(\n",
    "    sim_anisotropic,\n",
    "    task_name=\"gradient_index_lens_anisotropic\",\n",
    "    path=\"data/simulation_anisotropic.hdf5\",\n",
    "    verbose=True,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9a3aeaf3",
   "metadata": {},
   "source": [
    "### Result Visualization\n",
    "\n",
    "After the simulation is complete, we inspect the focusing capability of the gradient-index lens by plotting the field distributions on the same plane as before. Again, at `freq0`, the result is consistent with the previous simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "3af8903d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T19:00:44.030122Z",
     "iopub.status.busy": "2024-06-11T19:00:44.029619Z",
     "iopub.status.idle": "2024-06-11T19:00:45.641377Z",
     "shell.execute_reply": "2024-06-11T19:00:45.640788Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_anisotropic.plot_field(\"field_xz\", \"Ex\", vmin=-15, vmax=15)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "3be3ace3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T19:00:45.645334Z",
     "iopub.status.busy": "2024-06-11T19:00:45.644994Z",
     "iopub.status.idle": "2024-06-11T19:00:47.284895Z",
     "shell.execute_reply": "2024-06-11T19:00:47.284237Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data_anisotropic.plot_field(\"field_xz\", \"E\", \"abs^2\", vmin=0, vmax=300)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7db0b5c2",
   "metadata": {},
   "source": [
    "## Notes:\n",
    "* By default, subpixel averaging is off on the surface and inside the structure made of custom medium. To apply subpixel on the interface of the structure, including exterior boundary and intersection interfaces with other structures, please set the field `subpixel=True` in custom medium. Here is an example on setting this option in the custom dispersive medium:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "ae99d94e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-06-11T19:00:47.287441Z",
     "iopub.status.busy": "2024-06-11T19:00:47.287068Z",
     "iopub.status.idle": "2024-06-11T19:00:47.312595Z",
     "shell.execute_reply": "2024-06-11T19:00:47.311947Z"
    }
   },
   "outputs": [],
   "source": [
    "mat_lorentz = td.CustomLorentz(\n",
    "    eps_inf=eps_inf_dataset,\n",
    "    coeffs=((delep_dataset, f0_dataset, gamma_dataset),),\n",
    "    subpixel=True,\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "description": "This notebook demonstrates how to define complex, spatially-varying dielectric structures in Tidy3D FDTD.",
  "feature_image": "",
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "keywords": "custom medium, spatially-varying dielectric structures, 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": "Spatially-varying Dielectric Structures | Flexcompute",
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "0274eaedd6c2415aac37543b235dc2b0": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_422548c4d9374f16b0444acf04963f14",
       "msg_id": "",
       "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\">solver progress (field decay = 9.88e-06) <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "solver progress (field decay = 9.88e-06) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "101a2bde522f4491b63f143881dfb642": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_9f43f58d89f149c68213dc74b9b46263",
       "msg_id": "",
       "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: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">55.8/55.8 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m55.8/55.8 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "3371eb2b05974b18ad41c037a89c8990": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "405a651c48f145ccb3ab620724e23677": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "422548c4d9374f16b0444acf04963f14": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "4b3531eb60a24ffdb2fed15fe51cb158": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_db4e4665f44c4fd584799611d9778af2",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000\">🚶 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Waiting for 'gradient_index_lens_anisotropic'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mWaiting for 'gradient_index_lens_anisotropic'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "4c74ff0cf5b24fe29f8214f86ab30684": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_7e6d1f86da5c4ecfa5923dc87e00095a",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000\">🚶 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Finishing 'gradient_index_lens_lorentz'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mFinishing 'gradient_index_lens_lorentz'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "52ff08343a1f4fa49a888aaef9ec199c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "697ef0a341b64adea3004ebcfe40e9b7": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_fbbe7669706540bcaf97aee79fcdbe5f",
       "msg_id": "",
       "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\">solver progress (field decay = 7.78e-06) <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "solver progress (field decay = 7.78e-06) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "6a358a970b404c8091d144c884effa38": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_b1becc0203564dba819084e3882293df",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000\">🚶 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Finishing 'gradient_index_lens'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mFinishing 'gradient_index_lens'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "721a619d4f574effa0ab631a3fa0377f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "7e6d1f86da5c4ecfa5923dc87e00095a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "882a5f68c5ae4bb99c962de779c51ed6": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "945014e6771b4181a14f13a3c034fada": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_52ff08343a1f4fa49a888aaef9ec199c",
       "msg_id": "",
       "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: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">19.1/19.1 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m19.1/19.1 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "9f43f58d89f149c68213dc74b9b46263": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "aa34cd6ba5b445508ae13bd6912be411": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_b9b08f2f0fd948f7bb82be7b4919eb3f",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000\">🏃 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Waiting for 'gradient_index_lens_lorentz'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🏃 \u001b[0m \u001b[1;32mWaiting for 'gradient_index_lens_lorentz'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "acaf598bb3b94885a69527ae49bfb065": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_3371eb2b05974b18ad41c037a89c8990",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000\">🚶 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Waiting for 'gradient_index_lens'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mWaiting for 'gradient_index_lens'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "b1becc0203564dba819084e3882293df": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "b9b08f2f0fd948f7bb82be7b4919eb3f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "bb1965f4eada427c9c2c948dde750159": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "bbd5cfd3de7a47228fc53ffcbe5d5598": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_882a5f68c5ae4bb99c962de779c51ed6",
       "msg_id": "",
       "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: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">22.8/22.8 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34msimulation.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m22.8/22.8 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "bd0deb32a88348ab84ca7d16edcec7d8": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "c1294d59b35e4e0eb856b822996e6842": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_fc69871d446f4e89b6869d6af749d06f",
       "msg_id": "",
       "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\">solver progress (field decay = 8.01e-06) <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "solver progress (field decay = 8.01e-06) \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "d63e47e1a6724fdb9c2c584b57ab69f8": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_bb1965f4eada427c9c2c948dde750159",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000\">🚶 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Finishing 'gradient_index_lens_anisotropic'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mFinishing 'gradient_index_lens_anisotropic'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "db4e4665f44c4fd584799611d9778af2": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "e27b72282a99436f8ebdc9fbd15282ee": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_bd0deb32a88348ab84ca7d16edcec7d8",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">9.2/9.2 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">1.6 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34msimulation_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m9.2/9.2 MB\u001b[0m • \u001b[31m1.6 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "e2d0e2a0afad42cc8e6a47915590f219": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_405a651c48f145ccb3ab620724e23677",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">9.2/9.2 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">5.0 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34msimulation_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m9.2/9.2 MB\u001b[0m • \u001b[31m5.0 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "eaeb479721944fffa2203903019a2b3e": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_721a619d4f574effa0ab631a3fa0377f",
       "msg_id": "",
       "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: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">9.2/9.2 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">2.5 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34msimulation_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m9.2/9.2 MB\u001b[0m • \u001b[31m2.5 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "fbbe7669706540bcaf97aee79fcdbe5f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "fc69871d446f4e89b6869d6af749d06f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}