{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "23c04350",
   "metadata": {},
   "source": [
    "# Optimized photonic crystal L3 cavity\n",
    "\n",
    "In this notebook, we will simulate an optimized version of the commonly used L3 photonic crystal cavity composed of three missing holes in a hexagonal lattice of holes in a silicon slab. The design we use was optimized in the paper [A full degree-of-freedom photonic crystal spatial light modulator](https://www.nature.com/articles/s41566-022-01086-9) to simultaneously have a very high quality factor and far-field emission strongly localized around the cavity normal direction."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "fa696798",
   "metadata": {},
   "outputs": [],
   "source": [
    "from os.path import join\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "from tidy3d import web\n",
    "from tidy3d.plugins.resonance import ResonanceFinder"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c81b043",
   "metadata": {},
   "source": [
    "### Initialize geometry\n",
    "\n",
    "To define regular photonic crystal structures, you can refer to the list of [common photonic crystal structures](https://www.flexcompute.com/tidy3d/examples/notebooks/PhotonicCrystalsComponents/). Here we will just read in hole positions and radii from file, in units of lattice constant. The file can be downloaded from our documentation [repo](https://github.com/flexcompute/tidy3d-notebooks/tree/develop/misc).The holes are only defined in one quadrant so we have to use symmetry later on when defining the simulation. If symmetry is not applied in the simulation, we have to expand the hole list to append holes in the other quadrants. Note also that the holes correspond to a *periodic* arrangement of cavities, as for the spatial light modulator structure studied in the paper."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fc301459",
   "metadata": {},
   "outputs": [],
   "source": [
    "holes_file = np.loadtxt(join(\"misc\", \"optimized_L3_holes.txt\"))\n",
    "xs, ys, rs = holes_file.T  # in units of um"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b447677a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Periodicity in units of PhC periods in x and y directions\n",
    "nx, ny = 32, 32\n",
    "\n",
    "# Lattice constant of the PhC in micron\n",
    "alattice = 0.4\n",
    "\n",
    "# Regular PhC lattice parameters\n",
    "r_hole = 0.1  # radius of holes in regular PhC region\n",
    "d_slab = 0.22  # slab thickness\n",
    "n_slab = 3.4757  # refractive index of the slab\n",
    "\n",
    "# Materials - air and silicon\n",
    "air = td.Medium()\n",
    "si = td.Medium(permittivity=n_slab**2)\n",
    "\n",
    "# Simulation domain size (micron)\n",
    "size_z = 6\n",
    "sim_size = [(nx + 1) * alattice, (ny + 1) * alattice * np.sqrt(3) / 2, size_z]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f82c55d6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Initialize structures\n",
    "slab = td.Structure(geometry=td.Box(center=[0, 0, 0], size=[td.inf, td.inf, d_slab]), medium=si)\n",
    "\n",
    "holes_group = []\n",
    "# Add all provided optimized holes\n",
    "for x, y, r in zip(xs, ys, rs):\n",
    "    holes_group.append(td.Cylinder(center=[x, y, 0], radius=r, length=d_slab))\n",
    "\n",
    "# Pad with regular PhC holes outside of the optimized region\n",
    "xmax_opt = np.amax(np.int64(xs / alattice))\n",
    "ymax_opt = np.amax(np.int64(ys / alattice * 2 / np.sqrt(3)))\n",
    "nx_pos, ny_pos = nx // 2 + 1, ny // 2 + 1\n",
    "for iy in range(ny_pos):\n",
    "    for ix in range(nx_pos):\n",
    "        if ix > xmax_opt or iy > ymax_opt:\n",
    "            xp = ix + (iy % 2) * 0.5\n",
    "            yp = iy * np.sqrt(3) / 2\n",
    "            holes_group.append(td.Cylinder(center=[xp, yp, 0], radius=r_hole, length=d_slab))\n",
    "\n",
    "holes = td.Structure(geometry=td.GeometryGroup(geometries=holes_group), medium=air)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "682713be",
   "metadata": {},
   "source": [
    "### Initialize source\n",
    "\n",
    "We will be looking for the fundamental mode of the L3 cavity, so we use a y-polarized source at the center of the cavity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ad414ec3",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Central frequency around which we'll look for the cavity mode (Hz)\n",
    "wavelength = 1.55\n",
    "freq0 = td.C_0 / wavelength\n",
    "\n",
    "# Source bandwidth (Hz)\n",
    "fwidth = 1e13\n",
    "\n",
    "# Simulation run time (s)\n",
    "run_time = 10e-12\n",
    "\n",
    "# Source; plot time dependence to verify when the source pulse decayed\n",
    "source = td.PointDipole(\n",
    "    center=(0, 0, 0),\n",
    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
    "    polarization=\"Ey\",\n",
    ")\n",
    "\n",
    "# Source pulse is much shorter than the simulation run_time defined above,\n",
    "# so we only examine the signal up to a shorter time = 5e-13fs\n",
    "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n",
    "source.source_time.plot(np.linspace(0, 5e-13, 2000), ax=ax[0])\n",
    "source.source_time.plot_spectrum(times=np.linspace(0, 5e-13, 2000), ax=ax[1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5e59a24f",
   "metadata": {},
   "source": [
    "### Initialize monitors\n",
    "\n",
    "We will use three different types of monitors. The first one is a time domain monitor at a single point at the center of the cavity, which we will use to determine the resonance frequency and quality factor of the mode. The second is a frequency-domain monitor recording the near field of the mode at the slab center. The third monitor is a far field projection monitor placed right above the slab, which will help us visualize the emission profile of the cavity mode.\n",
    "\n",
    "For all of those monitors, it is important to exclude the contribution of the source pulse and study only the long-lived cavity mode. In the time monitor, this is achieved by setting the starting time to after the source has decayed. In the frequency-domain monitors, this is achieved using apodization, which applies a windowing function to the running Fourier transform."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "943610de",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Starting time after the source has decayed for time series and\n",
    "# for apodization of frequency domain monitors\n",
    "t_start = 4e-13\n",
    "\n",
    "# Time series monitor for Q-factor computation\n",
    "time_series_mnt = td.FieldTimeMonitor(\n",
    "    center=[0, 0, 0], size=[0, 0, 0], start=t_start, name=\"time_series\"\n",
    ")\n",
    "\n",
    "# Apodization to exclude the source pulse from the frequency-domain monitors\n",
    "apodization = td.ApodizationSpec(start=t_start, width=2e-13)\n",
    "\n",
    "# near field\n",
    "field_mnt = td.FieldMonitor(\n",
    "    center=[0, 0, 0],\n",
    "    size=[4, 2 * np.sqrt(3), 0],\n",
    "    freqs=[freq0],\n",
    "    name=\"field\",\n",
    "    apodization=apodization,\n",
    ")\n",
    "\n",
    "# far field\n",
    "ux = np.linspace(-1, 1, 101)\n",
    "uy = np.linspace(-1, 1, 101)\n",
    "far_field_mnt = td.FieldProjectionKSpaceMonitor(\n",
    "    center=(0, 0, d_slab / 2 + 0.1),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    freqs=[freq0],\n",
    "    name=\"n2f_monitor\",\n",
    "    proj_axis=2,\n",
    "    ux=ux,\n",
    "    uy=uy,\n",
    "    apodization=apodization,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ade82bc0",
   "metadata": {},
   "source": [
    "### Define and run simulation\n",
    "\n",
    "In structures with (quasi)-periodicity, meaning with a well-defined notion of a unit cell, it is usually best to use a grid that is commensurate with the periodicity. This is why here we use a uniform grid in x and y, with a different step size to account for the different periodicity of the PhC lattice in these directions. In z, we use an automatic nonuniform mesh which conforms to the slab thickness and is finer in the silicon region.\n",
    "\n",
    "We initialize the simulation with reflection symmetries defined with respect to the x-, y-, and z-planes. Note that the eigenvalue of the symmetry (plus or minus one) has to be carefully determined, taking into account the vectorial nature of the electric field (and the pseudo-vector nature of the magnetic field). As an extra hint, positive symmetry is equivalent to a PMC plane, where the normal E-field component vanishes, while negative symmetry is equivalent to a PEC plane, where the parallel components of the E-field vanish. The symmetry values can be determined by thinking about a y-polarized electric dipole at the origin: (1, -1, 1).\n",
    "\n",
    "In this simulation, we need to place structures close to the PML. This will result in warnings as such structures can sometimes cause a simulation to diverge, due to evanescent fields being amplified in the PML. However, in this particular case, this is OK, and it is better to have the photonic crystal structure go all the way to the PML than to terminate it early."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c0bbd0f4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Suppress warnings for some of the holes being too close to the PML\n",
    "td.config.logging.level = \"ERROR\"\n",
    "\n",
    "# Mesh step in x, y, z, in micron\n",
    "steps_per_unit_length = 20\n",
    "grid_spec = td.GridSpec(\n",
    "    grid_x=td.UniformGrid(dl=alattice / steps_per_unit_length),\n",
    "    grid_y=td.UniformGrid(dl=alattice / steps_per_unit_length * np.sqrt(3) / 2),\n",
    "    grid_z=td.AutoGrid(min_steps_per_wvl=steps_per_unit_length),\n",
    ")\n",
    "\n",
    "# Simulation\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    grid_spec=grid_spec,\n",
    "    structures=[slab, holes],\n",
    "    sources=[source],\n",
    "    monitors=[time_series_mnt, field_mnt, far_field_mnt],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
    "    symmetry=(1, -1, 1),\n",
    "    shutoff=0,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8afc52cf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n",
    "sim.plot(z=0, ax=ax[0])\n",
    "sim.plot(y=0, ax=ax[1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "768ea771",
   "metadata": {},
   "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\">16:01:57 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'L3_opt'</span> with task_id                                \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:01:57 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'L3_opt'\u001b[0m with task_id                                \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5'\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-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">84-47dd-9ee9-4b84ee9246a5'</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=175759;https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=876074;https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=175759;https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=946770;https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=175759;https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\u001b\\\u001b[32m-60c8ccaa-1d\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=175759;https://tidy3d.simulation.cloud/workbench?taskId=fdve-60c8ccaa-1d84-47dd-9ee9-4b84ee9246a5\u001b\\\u001b[32m84-47dd-9ee9-4b84ee9246a5'\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/9b36e144-ddb6-41f8-8dd8-30b62b26a870\" 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=764110;https://tidy3d.simulation.cloud/folders/9b36e144-ddb6-41f8-8dd8-30b62b26a870\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4a723cc6b89348eb87147b13e62fcba7",
       "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\">16:02:00 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.565</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;36m16:02:00 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.565\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\">16:02:01 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:02:01 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "70c4c86c4ca341899f920b4592b63c2d",
       "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\">16:02:07 CEST </span>loading simulation from simulation_data.hdf5                      \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m16:02:07 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from simulation_data.hdf5                      \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(sim, task_name=\"L3_opt\", verbose=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27256e0e",
   "metadata": {},
   "source": [
    "### Analyze data\n",
    "\n",
    "First, we can examine the raw time series data and we can also compute the spectrum corresponding to it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f8604b88",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Get data from the TimeMonitor\n",
    "tdata = sim_data[\"time_series\"]\n",
    "\n",
    "time_series = tdata.Ey.squeeze()\n",
    "\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 3))\n",
    "\n",
    "# Plot time dependence\n",
    "time_series.plot(ax=ax1)\n",
    "\n",
    "# Make frequency mesh and plot spectrum\n",
    "dt = sim_data.simulation.dt\n",
    "fmesh = np.linspace(-1 / dt / 2, 1 / dt / 2, time_series.size)\n",
    "spectrum = np.fft.fftshift(np.fft.fft(time_series))\n",
    "\n",
    "ax2.plot(fmesh, np.abs(spectrum))\n",
    "ax2.set_xlim(1.8e14, 2e14)\n",
    "ax2.set_xlabel(\"Frequency [Hz]\")\n",
    "ax2.set_ylabel(\"Electric field [a.u.]\")\n",
    "ax2.set_title(\"Spectrum\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f976ade",
   "metadata": {},
   "source": [
    "We can see that there is a sharp peak in the spectrum around 192THz, and a very slow decay of the field in the simulation, indicating a very high-Q mode. For such modes, it is virtually impossible to run the FDTD simulation until the fields have decayed. However, we can use the Tidy3D resonance finder plugin to estimate the exact resonance frequency and Q of the mode much better than what we can see from the plots above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d6ddc0f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>decay</th>\n",
       "      <th>Q</th>\n",
       "      <th>amplitude</th>\n",
       "      <th>phase</th>\n",
       "      <th>error</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>freq</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1.917770e+14</th>\n",
       "      <td>6.581532e+08</td>\n",
       "      <td>915417.995287</td>\n",
       "      <td>12345.021345</td>\n",
       "      <td>-0.584425</td>\n",
       "      <td>0.000075</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     decay              Q     amplitude     phase     error\n",
       "freq                                                                       \n",
       "1.917770e+14  6.581532e+08  915417.995287  12345.021345 -0.584425  0.000075"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "resonance_finder = ResonanceFinder(freq_window=(1.8e14, 2e14), init_num_freqs=100)\n",
    "resonance_data = resonance_finder.run(sim_data[\"time_series\"])\n",
    "resonance_data.to_dataframe()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a8d2c71c",
   "metadata": {},
   "source": [
    "We can also have a look at the cavity mode as stored in the near field monitor."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5b06104d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1)\n",
    "sim_data.plot_field(\"field\", \"Ey\", val=\"abs\", z=0, ax=ax, eps_alpha=0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0c5750a0",
   "metadata": {},
   "source": [
    "Finally, we can also plot the far field radiation pattern associated to this mode, which was optimized to be as concentrated as possible around the normal direction. In fact, it is almost entirely confined within the field-of-view associated to the cavity array, given by $\\lambda / L$, where $L$ is the periodicity along a direction. This field of view in 2D is plotted with a white circle below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e658f1b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1)\n",
    "cavity_rcs = np.abs(sim_data[\"n2f_monitor\"].power)\n",
    "ax.imshow(np.squeeze(cavity_rcs).T, extent=[-1, 1, 1, -1])\n",
    "\n",
    "phis = np.linspace(0, np.pi * 2, 201)\n",
    "ax.plot(np.cos(phis), np.sin(phis), lw=8, color=\"w\")\n",
    "Lx, Ly = nx * alattice, ny * alattice * np.sqrt(3) / 2\n",
    "ax.plot(wavelength / Lx * np.cos(phis), wavelength / Ly * np.sin(phis), lw=2, color=\"w\")\n",
    "ax.set_xlabel(\"normalized $k_x$\")\n",
    "ax.set_ylabel(\"normalized $k_y$\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "815a2ef7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "applications": [
   "Photonic crystals"
  ],
  "description": "This notebook demonstrates how to model a photonic crystal cavity in Tidy3D FDTD.",
  "feature_image": "./img/l3_cavity.png",
  "features": [
   "Resonance finder",
   "Far field projection"
  ],
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "photonic crystal, L3 cavity, Tidy3D, FDTD",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
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