{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6b28632f",
   "metadata": {},
   "source": [
    "# Mid-IR metalens based on silicon nanopillars"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "16617019",
   "metadata": {},
   "source": [
    "Metamaterial-based lenses, commonly known as metalenses, represent a transformative advancement in the field of optics. Metalenses are flat, ultra-thin, lightweight, and able to focus light at a level that surpasses conventional lenses, all thanks to their intricate sub-wavelength nanostructures.\n",
    "\n",
    "In practical applications, metalenses hold the promise to revolutionize various sectors from microscopy and imaging to telecommunications and displays. By shrinking the size of the lens without sacrificing the quality of the focused light, they could lead to lighter, more compact optical devices. The integration of metalenses into existing technologies could potentially lead to improvements in medical imaging, smartphones, augmented reality (AR), virtual reality (VR), and many more fields.\n",
    "\n",
    "This notebook provides a comprehensive illustration of the process involved in the design and simulation of metalens. We initially simulate the phase shifts occurring when light transmits through metasurfaces characterized by varying geometric parameters, i.e. $\\phi(d_1, d_2, ...)$, where $d_1, d_2, ...$ are various geometric parameters. Our goal is to examine whether, within the prescribed design parameter range, the phase shift can encompass a spectrum from 0 to 2$\\pi$. Concurrently, we also aim to ensure that the transmission maintains a relatively constant level. If these conditions are met, the meta-atoms can be leveraged to construct a metalens. For a focusing lens, we aim to have a transmitted phase profile of $\\phi(x,y)=\\frac{2\\pi}{\\lambda_0}(f-\\sqrt{x^2+y^2+f^2})$, where $\\lambda_0$ is the wavelength and $f$ is the focal length. Finally, combining $\\phi(x,y)$ and $\\phi(d_1, d_2, ...)$, we can get the meta-atom geometry at each cell position.\n",
    "\n",
    "Here, we demonstrate the process using the example of a mid-infrared (IR) metalens based on silicon nanopillars as proposed in `Qingbin Fan, Mingze Liu, Cheng Yang, Le Yu, Feng Yan, Ting Xu; A high numerical aperture, polarization-insensitive metalens for long-wavelength infrared imaging. Appl. Phys. Lett. 12 November 2018; 113 (20): 201104` [DOI: 10.1063/1.5050562](https://doi.org/10.1063/1.5050562).\n",
    "\n",
    "<img src=\"img/ir_metalens.png\" width=\"500\" alt=\"Schematic of the metalens\">\n",
    "\n",
    "For more lens examples such as the [metalens in the visible frequency range](https://www.flexcompute.com/tidy3d/examples/notebooks/Metalens/), the [3D optical Luneburg lens](https://www.flexcompute.com/tidy3d/examples/notebooks/OpticalLuneburgLens/), and the [Fresnel lens](https://www.flexcompute.com/tidy3d/examples/notebooks/FresnelLens/), please visit our [examples library](https://www.flexcompute.com/tidy3d/learning-center/example-library/). If you are new to the finite-difference time-domain (FDTD) method, we highly recommend going through our [FDTD101 tutorials](https://www.flexcompute.com/tidy3d/learning-center/). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "877e75dd",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "import tidy3d.web as web"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4fd36e6f",
   "metadata": {},
   "source": [
    "## Simulating Unit Cell Transmission Amplitude and Phase Shift"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "17c6f570-f89e-4a5d-9ebb-fbfe6e832efc",
   "metadata": {},
   "source": [
    "The metalens is designed for mid-IR. More specifically, for CO$_2$ laser at 10.6 μm wavelength. The meta-atoms consist of cylindrical silicon pillars of different diameters. The height of the pillars is fixed at 6.8 μm and the periodicity of the unit cell is fixed at 6.2 μm.\n",
    "\n",
    "First, we will set up the unit cell simulation and perform a parameter sweep of the pillar diameter. The result will give us the complex transmission coefficient as a function of the pillar diameter. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b7139fd2",
   "metadata": {},
   "outputs": [],
   "source": [
    "lda0 = 10.6  # operation wavelength\n",
    "freq0 = td.C_0 / lda0  # operation frequency\n",
    "\n",
    "P = 6.2  # period of the unit cell\n",
    "h = 6.8  # height of the pillar\n",
    "\n",
    "inf_eff = 1e5  # effective infinity"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "29890a2b-7115-416a-b93e-7823018913f3",
   "metadata": {},
   "source": [
    "Since we are only interested in one particular wavelength, it's unnecessary to consider the material response dispersion. Therefore, we will define the silicon material as a constant refractive index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "4cd58865",
   "metadata": {},
   "outputs": [],
   "source": [
    "n_si = 3.43  # refractive index of silicon\n",
    "si = td.Medium(permittivity=n_si**2)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6da40f28-eaba-487c-94b0-f102d6c93982",
   "metadata": {},
   "source": [
    "To perform the parameter sweep, we define a helper function `make_unit_cell_sim(D)` that creates a Tidy3D [Simulation](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation) given the pillar diameter. The simulation contains a linearly polarized [PlaneWave](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html) for excitation and a [DiffractionoMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.DiffractionMonitor.html) for measuring the complex transmission coefficient."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0c804ecd",
   "metadata": {},
   "outputs": [],
   "source": [
    "# define a function to create pillar given diameter\n",
    "def make_unit_cell(D):\n",
    "    pillar_geo = td.Cylinder(center=(0, 0, h / 2), radius=D / 2, length=h)\n",
    "    pillar = td.Structure(geometry=pillar_geo, medium=si)\n",
    "\n",
    "    return pillar\n",
    "\n",
    "\n",
    "# define geometry\n",
    "substrate_geo = td.Box.from_bounds(rmin=(-inf_eff, -inf_eff, -inf_eff), rmax=(inf_eff, inf_eff, 0))\n",
    "substrate = td.Structure(geometry=substrate_geo, medium=si)\n",
    "\n",
    "# add a plane wave source\n",
    "plane_wave = td.PlaneWave(\n",
    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    center=(0, 0, -0.1 * lda0),\n",
    "    direction=\"+\",\n",
    ")\n",
    "\n",
    "# define a diffraction monitor to calculate the transmission coefficient\n",
    "monitor_t = td.DiffractionMonitor(\n",
    "    center=[0, 0, h + 0.5 * lda0], size=[td.inf, td.inf, 0], freqs=[freq0], name=\"t\"\n",
    ")\n",
    "\n",
    "run_time = 5e-12  # simulation run time\n",
    "\n",
    "# define boundary conditions\n",
    "boundary_spec = td.BoundarySpec(\n",
    "    x=td.Boundary.periodic(),\n",
    "    y=td.Boundary.periodic(),\n",
    "    z=td.Boundary(minus=td.PML(), plus=td.PML()),\n",
    ")\n",
    "\n",
    "Lz = h + 1.2 * lda0  # simulation domain size in z direction\n",
    "min_steps_per_wvl = 12  # minimum steps per wavelength for the grid\n",
    "\n",
    "\n",
    "# define a function to create unit cell simulation given pillar diameter\n",
    "def make_unit_cell_sim(D):\n",
    "    sim = td.Simulation(\n",
    "        center=(0, 0, h / 2),\n",
    "        size=(P, P, Lz),\n",
    "        grid_spec=td.GridSpec.auto(min_steps_per_wvl=min_steps_per_wvl, wavelength=lda0),\n",
    "        structures=[make_unit_cell(D), substrate],\n",
    "        sources=[plane_wave],\n",
    "        monitors=[monitor_t],\n",
    "        run_time=run_time,\n",
    "        boundary_spec=boundary_spec,  # pml is applied to z direction. x and y directions are periodic\n",
    "    )\n",
    "\n",
    "    return sim"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5bc1d21-cb1d-4e89-8dfb-ff7a46a171db",
   "metadata": {},
   "source": [
    "Before proceeding further, let's create an example simulation and visualize it to ensure the setup is correct."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3f402339",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# create an example simulation and visualize the setup and grid\n",
    "sim = make_unit_cell_sim(2)\n",
    "ax = sim.plot(y=0)\n",
    "sim.plot_grid(y=0, ax=ax)\n",
    "ax.set_aspect(0.8)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d5759c2-7740-4ffc-9f4f-ec1b10c64cb9",
   "metadata": {},
   "source": [
    "Now we are ready to perform the parameter sweep for the pillar diameter from 1.5 μm to 3.6 μm. Since we are only performing a simple sweep for one parameter, we will manually create a [Batch](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.web.api.container.Batch.html) and run it. If the design involves sweeping multiple parameters, it's recommended to use the [design plugin](https://www.flexcompute.com/tidy3d/examples/notebooks/Design/) for convenience in managing the simulations and results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e3b71a28",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c2a9371b31b6425eb807b16b9adfafd0",
       "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\">08:29:43 CEST </span>Started working on Batch containing <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">20</span> tasks.                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:29:43 CEST\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m20\u001b[0m tasks.                     \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\">08:30:03 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.500</span> for the whole batch.               \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:30:03 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.500\u001b[0m for the whole batch.               \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>Use <span style=\"color: #008000; text-decoration-color: #008000\">'Batch.real_cost()'</span> to get the billed FlexCredit cost after   \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span>the Batch has completed.                                          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m             \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after   \n",
       "\u001b[2;36m              \u001b[0mthe Batch has completed.                                          \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "afb76cfbc17c4e88b89b3f621b8c2ac0",
       "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\">08:30:21 CEST </span>Batch complete.                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:30:21 CEST\u001b[0m\u001b[2;36m \u001b[0mBatch complete.                                                   \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": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b220305a64f340aaa02f806fd6b8c0cf",
       "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"
    }
   ],
   "source": [
    "D_list = np.linspace(1.5, 3.6, 20)  # values of pillar diameter to be simulated\n",
    "\n",
    "sims = {f\"D={D:.3f}\": make_unit_cell_sim(D) for D in D_list}  # construct simulation batch\n",
    "\n",
    "# submit simulation batch to the server\n",
    "batch = web.Batch(simulations=sims, verbose=True)\n",
    "batch_results = batch.run(path_dir=\"data\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0df19558-2f25-47d9-8727-7b670e07d9db",
   "metadata": {},
   "source": [
    "After the simulations are complete, we extract the complex transmission coefficients from each simulation. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4ac9b17f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# extract the complex transmission coefficient\n",
    "t = np.zeros(len(D_list), dtype=\"complex\")\n",
    "for i, D in enumerate(D_list):\n",
    "    sim_data = batch_results[f\"D={D:.3f}\"]\n",
    "    t[i] = np.array(sim_data[\"t\"].amps.sel(f=freq0, polarization=\"p\"))[0][0]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0eb81411-fb8c-47c1-8b47-005d3e233d4a",
   "metadata": {},
   "source": [
    "From the complex transmission coefficient, the phase and transmittance can be calculated and plotted as a function of the pillar diameter. Here we see that the phase of the transmitted field varies from 0 to $2\\pi$, which is necessary for creating a metalens. \n",
    "\n",
    "Ideally the transmittance is relatively high and uniform. From the transmittance plot, we can see that there is some variation, which could potentially lead to suboptimal performance of the designed metalens. However, we should still be able to use this design to obtain a reasonable metalens. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "2b8cc47e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot the transmission phase\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 5))\n",
    "theta = np.unwrap(np.angle(t))\n",
    "theta = theta - theta[0]\n",
    "ax1.plot(D_list, theta / (2 * np.pi), linewidth=3, c=\"blue\")\n",
    "ax1.set_xlim(np.min(D_list), np.max(D_list))\n",
    "ax1.set_ylim(0, 1)\n",
    "ax1.set_xlabel(r\"D ($\\mu m$)\")\n",
    "ax1.set_ylabel(r\"Transmission phase ($2\\pi$)\")\n",
    "\n",
    "# plot the transmittance\n",
    "ax2.plot(D_list, np.abs(t), linewidth=3, c=\"red\")\n",
    "ax2.set_xlim(np.min(D_list), np.max(D_list))\n",
    "ax2.set_ylim(0, 1)\n",
    "ax2.set_xlabel(r\"D ($\\mu m$)\")\n",
    "ax2.set_ylabel(\"Transmittance\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ec7e789-ea23-434e-96d2-473ae776bba4",
   "metadata": {},
   "source": [
    "## Constructing the Full Metalens"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "68227013-ca0a-4cde-a3b9-c3a98672b6d4",
   "metadata": {},
   "source": [
    "With the relationship between the transmission phase and the pillar diameter, we can proceed to design the full metalens. For a focusing lens, we aim to have a transmitted phase profile of $\\phi(x,y)=\\frac{2\\pi}{\\lambda_0}(f-\\sqrt{x^2+y^2+f^2})$, where $\\lambda_0$ is the wavelength and $f$ is the focal length. \n",
    "\n",
    "In this specific case, we design a metalens of 100 wavelengths in diameter and a numerical aperture (NA) of 0.6. This results in a ~1 mm metalens with a focal length of ~0.7 mm. In principle, a much larger metalens (cm scale) can be designed and simulated in a similar fashion. \n",
    "\n",
    "Due to the mirror symmetry, we only need to include a quarter of the metalens. In the simulation, we will apply the appropriate symmetry condition such that we effectively simulate the entire metalens."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "676196b9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The number of unit cells is 7396.\n",
      "The diameter of the metalens is 1.060 mm. The focal length is 0.707 mm.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R = 50 * lda0  # radius of the designed metalens\n",
    "\n",
    "# define a grid of cells\n",
    "r = np.arange(0, R, P)\n",
    "print(f\"The number of unit cells is {len(r) ** 2}.\")\n",
    "X, Y = np.meshgrid(r, r)\n",
    "\n",
    "NA = 0.6  # numerical aperture of the designed metalens\n",
    "\n",
    "f = R / NA * np.sqrt(1 - NA**2)  # focal length\n",
    "print(\n",
    "    f\"The diameter of the metalens is {2 * R / 1e3:.3f} mm. The focal length is {f / 1e3:.3f} mm.\"\n",
    ")\n",
    "\n",
    "# desired phase profile\n",
    "phi_map = (2 * np.pi * (f - np.sqrt(X**2 + Y**2 + f**2)) / lda0) % (-2 * np.pi) + np.pi\n",
    "\n",
    "# plot the desired phase profile\n",
    "plt.pcolormesh(X, Y, phi_map, cmap=\"binary\")\n",
    "plt.colorbar()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14186d72-4403-4c17-bb4b-33d8f6878217",
   "metadata": {},
   "source": [
    "With the desired phase distribution, we can perform inverse interpolation and create pillars of appropriate size at each cell. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "ac6d538a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# create pillar geometries at each cell to follow the desired phase profile\n",
    "pillars_geo = []\n",
    "D_vals = []\n",
    "theta = np.unwrap(np.angle(t))\n",
    "for i, x in enumerate(r):\n",
    "    for j, y in enumerate(r):\n",
    "        if x**2 + y**2 <= R**2 and x >= 0 and y >= 0:\n",
    "            D = np.interp(phi_map[i, j], theta, D_list)\n",
    "            D_vals.append(D)\n",
    "            pillar_geo = td.Cylinder(center=(x, y, h / 2), radius=D / 2, length=h)\n",
    "            pillars_geo.append(pillar_geo)\n",
    "\n",
    "# create pillar structure\n",
    "pillars = td.Structure(geometry=td.GeometryGroup(geometries=pillars_geo), medium=si)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b810bb35-b3aa-4b03-a45e-976dc5e476da",
   "metadata": {},
   "source": [
    "To reduce the computational cost, we will not directly simulate the focal point. Instead, we will simulate only a small area near the metalens and use near field to far field projection to calculate the field distribution at the focal plane. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a4dbec12",
   "metadata": {},
   "outputs": [],
   "source": [
    "# simulation domain size\n",
    "Lx = 2 * R + lda0\n",
    "Ly = 2 * R + lda0\n",
    "Lz = h + 1.3 * lda0\n",
    "\n",
    "# grids of the projected field position\n",
    "xs_far = np.linspace(-3 * lda0, 3 * lda0, 101)\n",
    "ys_far = np.linspace(-3 * lda0, 3 * lda0, 101)\n",
    "\n",
    "# define a field projection monitor\n",
    "monitor_proj = td.FieldProjectionCartesianMonitor(\n",
    "    center=[0, 0, h + 0.6 * lda0],\n",
    "    size=[td.inf, td.inf, 0],\n",
    "    freqs=[freq0],\n",
    "    name=\"focal_plane_proj\",\n",
    "    proj_axis=2,\n",
    "    proj_distance=f,\n",
    "    x=xs_far,\n",
    "    y=ys_far,\n",
    "    custom_origin=(0, 0, 0),\n",
    "    far_field_approx=False,\n",
    ")\n",
    "\n",
    "# define the simulation\n",
    "sim = td.Simulation(\n",
    "    center=(0, 0, Lz / 2 - lda0 / 2),\n",
    "    size=(Lx, Ly, Lz),\n",
    "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=min_steps_per_wvl, wavelength=lda0),\n",
    "    structures=[substrate, pillars],\n",
    "    sources=[plane_wave],\n",
    "    monitors=[monitor_proj],\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec(x=td.Boundary.pml(), y=td.Boundary.pml(), z=td.Boundary.pml()),\n",
    "    symmetry=(-1, 1, 0),\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d5fb69a-107c-4544-898c-e4cfc2c5bca2",
   "metadata": {},
   "source": [
    "Once the simulation is set up, we can visualize the metalens. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "1387c7aa-39cf-4ef4-917b-122a2ff11105",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 700x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(7, 7))\n",
    "sim.plot(z=h / 2, ax=ax)\n",
    "ax.set_xlim(0, R)\n",
    "ax.set_ylim(0, R)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fb10a0af-9cf3-413e-b402-6942b4bc7542",
   "metadata": {},
   "source": [
    "Before submitting large simulations to the server, it's always a good practice to estimate the cost first to avoid accidentally wasting your FlexCredits."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "625cfefc",
   "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\">08:31:46 CEST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'ir_metalens'</span> with task_id                           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>. \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:31:46 CEST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'ir_metalens'\u001b[0m with task_id                           \n",
       "\u001b[2;36m              \u001b[0m\u001b[32m'fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18'\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-5d377bb8-75d4-410b-99d4-ce08cc037a18\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">              </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">d4-410b-99d4-ce08cc037a18'</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=313546;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=764422;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=313546;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=922509;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=313546;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18\u001b\\\u001b[32m-5d377bb8-75\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m              \u001b[0m\u001b]8;id=313546;https://tidy3d.simulation.cloud/workbench?taskId=fdve-5d377bb8-75d4-410b-99d4-ce08cc037a18\u001b\\\u001b[32md4-410b-99d4-ce08cc037a18'\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=907770;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": "61591154a8334c2282edb96dda760ac0",
       "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\">08:31:52 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.238</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;36m08:31:52 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m1.238\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\">08:31:55 CEST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1.238</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;36m08:31:55 CEST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m1.238\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"
    }
   ],
   "source": [
    "job = web.Job(simulation=sim, task_name=\"ir_metalens\")\n",
    "estimated_cost = web.estimate_cost(job.task_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ad42d60-56e2-44e3-9f3a-1fecbbd6d6b4",
   "metadata": {},
   "source": [
    "Once we confirm the cost is reasonable, we can go ahead and run the simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "764a9ce7-1e05-4def-b154-c12d2cad1c90",
   "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\">08:31:56 CEST </span>status = success                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:31:56 CEST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "2ceee610a18c49b48ef356a019432030",
       "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\">08:31:59 CEST </span>loading simulation from data/new_tom_metalens_simulation_data.hdf5\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m08:31:59 CEST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/new_tom_metalens_simulation_data.hdf5\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = job.run(path=\"data/new_tom_metalens_simulation_data.hdf5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fba6dc57-cf07-4bbf-b787-0f396f0a5352",
   "metadata": {},
   "source": [
    "## Analyzing the Focusing"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6da623a0-5dc6-4b78-bacb-00b847e237e5",
   "metadata": {},
   "source": [
    "After the simulation is done, we can extract and plot the field intensity at the focal plane."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "bd39a939",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "proj_fields = sim_data[\"focal_plane_proj\"].fields_cartesian.sel(f=freq0)\n",
    "\n",
    "# compute the intensity of the field\n",
    "I = np.abs(proj_fields.Ex) ** 2 + np.abs(proj_fields.Ey) ** 2 + np.abs(proj_fields.Ez) ** 2\n",
    "\n",
    "# plot field distribution\n",
    "I.plot(x=\"x\", y=\"y\", cmap=\"hot\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "731101bc-a55d-48ba-8025-35c5d283765e",
   "metadata": {},
   "source": [
    "More quantitatively, we can find the full width at half maximum (FWHM) of the beam spot. Here we demonstrate that for the x direction as an example. The FWHM is found to be comparable to the wavelength."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "182503b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The FWHM is 10.176 um.\n"
     ]
    }
   ],
   "source": [
    "I_x = I.sel(y=0, z=f, method=\"nearest\")  # extract the field intensity in the x direction\n",
    "\n",
    "# plot the intensity profile\n",
    "fig, ax = plt.subplots()\n",
    "I_x.plot(linewidth=3, c=\"red\", ax=ax)\n",
    "ax.set_ylabel(\"Intensity\")\n",
    "ax.set_xlabel(r\"x ($\\mu m$)\")\n",
    "ax.set_title(\"Field intensity at focus\")\n",
    "plt.show()\n",
    "\n",
    "\n",
    "# function for determining the fwhm\n",
    "def cal_fwhm(x, y):\n",
    "    # filter the data\n",
    "    y = y[x > 0]\n",
    "    x = x[x > 0]\n",
    "    x = x[y > 0.4 * np.max(y)]\n",
    "    y = y[y > 0.4 * np.max(y)]\n",
    "\n",
    "    # compute half width by interpolation\n",
    "    hm_point = np.interp(np.max(y) / 2, y, x)\n",
    "\n",
    "    # compute full width\n",
    "    fwhm_value = 2 * hm_point\n",
    "\n",
    "    return fwhm_value\n",
    "\n",
    "\n",
    "# calculate fwhm\n",
    "fwhm = cal_fwhm(I_x.x.values, I_x.values)\n",
    "print(f\"The FWHM is {fwhm:.3f} um.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47e81c92-3520-49c4-a4c1-45f4ad72d614",
   "metadata": {},
   "source": [
    "## GDS Layout Generation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b9cae80-e0a7-4cc5-8b82-0b2f8e0292fe",
   "metadata": {},
   "source": [
    "Now that the design and verification are complete, the next step would be to fabricate the metalens and experimentally verify its performance. To do so, we need to generate a GDS layout of the design. Tidy3D provides a convenient function [to_gds_file](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Simulation.html#tidy3d.Simulation.to_gds_file) that generates a GDS layout based on the simulation. Here we can use it to generate the layout and directly use it for fabrication.\n",
    "\n",
    "Note that even though we only defined a quarter of the full metalens, the gds export function automatically takes symmetry into account and generates the layout for the entire metalens.\n",
    "\n",
    "<img src=\"img/metalens_gds.png\" width=\"500\" alt=\"Generated GDS layout of the metalens\">"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "1cfd9ed6-fa90-4549-9918-9191d9215a9e",
   "metadata": {},
   "outputs": [],
   "source": [
    "sim.to_gds_file(\"data/mid_ir_metalens.gds\", z=h / 2)"
   ]
  }
 ],
 "metadata": {
  "applications": [
   "Metamaterials, gratings, and other periodic structures",
   "Lenses"
  ],
  "description": "This notebook demonstrates how to model a mid-IR metalens in Tidy3D FDTD.",
  "feature_image": "./img/ir_metalens.png",
  "features": [
   "Parameter sweep",
   "Far field projection"
  ],
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "Metalens, metasurface, metamaterial, 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": "3.11.13"
  },
  "title": "Mid-IR Metalens Modeling in Tidy3D | Flexcompute"
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
