{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Metasurface hologram\n",
        "\n",
        "**Note: running this notebook end to end submits cloud simulations and\n",
        "costs approximately 20 FlexCredits, dominated by the full\n",
        "$128 \\times 128$ FDTD run.**\n",
        "\n",
        "Geometric-phase (Pancharatnam-Berry) metasurfaces shape a wavefront by\n",
        "*rotating* subwavelength nanostructures rather than by changing their\n",
        "size. A birefringent nanofin that behaves as a half-wave plate, rotated\n",
        "in-plane by an angle $\\theta$, imprints a geometric phase of $2\\theta$\n",
        "on the cross-circularly-polarized light it transmits. Assigning a\n",
        "rotation angle to each fin therefore lets an array synthesize an\n",
        "arbitrary phase profile — including one whose far field reconstructs a\n",
        "target image.\n",
        "\n",
        "In this notebook, we design such a hologram end to end and reconstruct\n",
        "its projected field with a single full-device FDTD simulation. We use\n",
        "the amorphous-TiO$_2$ nanofin platform of [R. C. Devlin, M.\n",
        "Khorasaninejad, W. T. Chen, J. Oh, and F. Capasso, “Broadband\n",
        "high-efficiency dielectric metasurfaces for the visible spectrum,” Proc.\n",
        "Natl. Acad. Sci. USA 113, 10473-10478\n",
        "(2016)](https://doi.org/10.1073/pnas.1611740113) at a design wavelength\n",
        "of $532$ nm, and target the Mona Lisa as the projected image. The full\n",
        "$128 \\times 128$ surface concentrates roughly 90% of the transmitted\n",
        "power into a recognizable reconstruction.\n",
        "\n",
        "The workflow has three steps:\n",
        "\n",
        "1.  [Unit cell](#1) — characterize a single nanofin: its circular\n",
        "    polarization-conversion efficiency and the linear geometric phase\n",
        "    $\\arg(t_\\mathrm{conv}) = 2\\theta$.\n",
        "2.  [Hologram design](#2) — retrieve the aperture phase map with the\n",
        "    Gerchberg-Saxton algorithm.\n",
        "3.  [Full surface](#3) — build the finite array, run one FDTD\n",
        "    simulation, and reconstruct the far field.\n",
        "\n",
        "<img src=\"img/MetasurfaceHologram.png\" width=\"650\" alt=\"Schematic: a circularly polarized beam passes through a TiO2 nanofin metasurface and its far field reconstructs the Mona Lisa, with a zoom-in of the rotated nanofins\">\n",
        "\n",
        "For more metasurface and diffractive-optics examples, please visit our\n",
        "[examples page](https://www.flexcompute.com/tidy3d/examples/). If you\n",
        "are new to the finite-difference time-domain (FDTD) method, we highly\n",
        "recommend going through our\n",
        "[FDTD101](https://www.flexcompute.com/fdtd101/) tutorials."
      ],
      "id": "f569390b-7fe6-4d44-9006-402742f84397"
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {},
      "outputs": [],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "import tidy3d as td\n",
        "import tidy3d.web as web\n",
        "from tidy3d.plugins.dispersion import FastDispersionFitter"
      ],
      "id": "6bd2c8a2"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Simulation Setup\n",
        "\n",
        "We work in microns and set the design wavelength and central frequency.\n",
        "The nanofin dimensions (length `L`, width `W`, height `H`) and the\n",
        "unit-cell pitch `S` are the $532$ nm design of Devlin et al. The full\n",
        "surface is `N` by `N` fins; here `N = 128` (a 41.6 µm aperture) resolves\n",
        "a clearly legible far-field reconstruction."
      ],
      "id": "0d866afd-e7e1-456c-995e-84e71d29aa8a"
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {},
      "outputs": [],
      "source": [
        "lda0 = 0.532                 # design wavelength (um)\n",
        "freq0 = td.C_0 / lda0        # design frequency\n",
        "L, W, H = 0.25, 0.085, 0.6   # nanofin length, width, height (um)\n",
        "S = 0.325                    # unit-cell pitch (um)\n",
        "N = 128                      # full-surface array size (fins per side)\n",
        "sign = +1                    # geometric-phase sign (calibrated so the image lands at +u)\n",
        "\n",
        "# hologram / far-field design parameters\n",
        "u_center = (0.0, 0.0)        # image centered on-axis (direction cosines)\n",
        "u_width = 0.48               # image width in direction cosines\n",
        "u_win = 0.70                 # far-field projection half-window\n",
        "gs_iters = 400               # Gerchberg-Saxton iterations\n",
        "margin = 0.65                # bare-glass margin around the aperture (um)"
      ],
      "id": "7ae0d2d8"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The nanofins are amorphous TiO$_2$ on a fused-silica substrate. We fit a\n",
        "lossless dispersive model to refractive-index data digitized from Fig.\n",
        "1A of Devlin et al. using the\n",
        "[FastDispersionFitter](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.dispersion.FastDispersionFitter.html)."
      ],
      "id": "0471c570-a444-44d2-b0fc-01b7ae627a30"
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
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        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "TiO2 dispersion fit RMS = 6.80e-04"
          ]
        }
      ],
      "source": [
        "tio2_nk = np.array(\n",
        "    [(0.400, 2.63), (0.420, 2.57), (0.440, 2.52), (0.460, 2.49), (0.480, 2.46),\n",
        "     (0.500, 2.43), (0.532, 2.42), (0.560, 2.40), (0.600, 2.385), (0.640, 2.37),\n",
        "     (0.660, 2.365), (0.700, 2.355), (0.750, 2.34), (0.800, 2.33)]\n",
        ")\n",
        "fitter = FastDispersionFitter(\n",
        "    wvl_um=tio2_nk[:, 0], n_data=tio2_nk[:, 1], k_data=np.zeros(len(tio2_nk))\n",
        ")\n",
        "tio2, rms = fitter.fit(max_num_poles=3, tolerance_rms=2e-3)\n",
        "print(f\"TiO2 dispersion fit RMS = {rms:.2e}\")\n",
        "\n",
        "sio2 = td.Medium(permittivity=1.46**2)   # fused silica (nearly dispersionless here)"
      ],
      "id": "5aace536"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 1. Unit Cell <a name=\"1\"></a>\n",
        "\n",
        "A single nanofin behaves as a half-wave plate when the phase retardance\n",
        "between its long and short axes reaches $180$ degrees. We verify this by\n",
        "running two\n",
        "[PlaneWave](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PlaneWave.html)\n",
        "simulations of the periodic cell with the field polarized along the fin\n",
        "length and along its width, then reading the complex zero-order\n",
        "transmission from a\n",
        "[DiffractionMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.DiffractionMonitor.html).\n",
        "The converted (cross-circular) efficiency is\n",
        "$\\eta_\\mathrm{conv} = |t_L - t_W|^2 / 4$. A rotation sweep then confirms\n",
        "the geometric phase $\\arg(t_\\mathrm{conv}) = 2\\theta$.\n",
        "\n",
        "The `make_unit_cell` helper builds one periodic cell. The periodic fin\n",
        "array supports high-Q guided-mode resonances that ring long after the\n",
        "pulse, so we apodize the DFT time window to avoid spectral ripple."
      ],
      "id": "bf700850-0afc-471e-ba27-9d1723fafbbd"
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {},
      "outputs": [],
      "source": [
        "uc_ldas = np.linspace(0.46, 0.70, 81)\n",
        "uc_freqs = np.sort(np.unique(np.concatenate([td.C_0 / uc_ldas, [freq0]])))\n",
        "uc_freq0 = 0.5 * (uc_freqs.min() + uc_freqs.max())\n",
        "uc_fwidth = 0.5 * (uc_freqs.max() - uc_freqs.min())\n",
        "thetas = np.arange(8) * np.pi / 8   # rotation sweep, 0 to 157.5 deg\n",
        "\n",
        "\n",
        "def make_unit_cell(pol_angle: float, theta: float = 0.0, with_fin: bool = True) -> td.Simulation:\n",
        "    \"\"\"Periodic TiO2 nanofin unit cell, plane wave incident from the glass side.\"\"\"\n",
        "    structures = [td.Structure(\n",
        "        geometry=td.Box.from_bounds(rmin=(-td.inf, -td.inf, -1.6), rmax=(td.inf, td.inf, 0)),\n",
        "        medium=sio2)]\n",
        "    if with_fin:\n",
        "        fin = td.Box(center=(0, 0, 0), size=(L, W, H))\n",
        "        fin_arr = fin.array(offsets=[(0, 0, H / 2)],\n",
        "                            transforms=[td.Transformed.rotation(theta, axis=2)])\n",
        "        structures.append(td.Structure(geometry=fin_arr, medium=tio2))\n",
        "    plane_wave = td.PlaneWave(\n",
        "        source_time=td.GaussianPulse(freq0=uc_freq0, fwidth=uc_fwidth),\n",
        "        size=(td.inf, td.inf, 0), center=(0, 0, -0.5), direction=\"+\", pol_angle=pol_angle)\n",
        "    diff_mnt = td.DiffractionMonitor(\n",
        "        center=(0, 0, 1.0), size=(td.inf, td.inf, 0), freqs=list(uc_freqs), name=\"diff\",\n",
        "        normal_dir=\"+\", apodization=td.ApodizationSpec(end=0.6e-12, width=0.1e-12))\n",
        "    return td.Simulation(\n",
        "        center=(0, 0, 0.3), size=(S, S, 2.2),\n",
        "        structures=structures, sources=[plane_wave], monitors=[diff_mnt], run_time=1.5e-12,\n",
        "        boundary_spec=td.BoundarySpec(\n",
        "            x=td.Boundary.periodic(), y=td.Boundary.periodic(), z=td.Boundary.pml()),\n",
        "        grid_spec=td.GridSpec.auto(min_steps_per_wvl=30, wavelength=0.46),\n",
        "        medium=td.Medium(permittivity=1.0))"
      ],
      "id": "6c00c5ca"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We assemble the batch: the two linear polarizations, a fin-free\n",
        "reference for the aperture normalization, and the rotation sweep. Before\n",
        "running, we visualize one cell to confirm the fin sits on the substrate\n",
        "and the source and monitor are placed correctly."
      ],
      "id": "49ba424b-86a1-4463-ad5d-b60b18e6d8dd"
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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Hki7PC1twm3r16qlDhw769ddftX79evXr10/jx4/XTTfdVOz/0ILs0Yat7NHX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\n0enTp1usd/78eeOmm24qVPe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          }
        }
      ],
      "source": [
        "sims = {\"polL\": make_unit_cell(0.0), \"polW\": make_unit_cell(np.pi / 2),\n",
        "        \"ref\": make_unit_cell(0.0, with_fin=False)}\n",
        "for i, th in enumerate(thetas):\n",
        "    sims[f\"rot_{i}\"] = make_unit_cell(0.0, theta=th)\n",
        "\n",
        "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 4), tight_layout=True)\n",
        "sims[\"polL\"].plot(y=0, ax=ax1)\n",
        "sims[\"polL\"].plot(z=H / 2, ax=ax2)\n",
        "plt.show()"
      ],
      "id": "54831d21"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We estimate the batch cost before submitting. The reported value is the\n",
        "**maximum** FlexCredit cost; each run auto-shuts-off once the field\n",
        "decays, so we are billed only for the effective run time."
      ],
      "id": "993df788-7f92-49f2-ae7b-2a8fecf4c282"
    },
    {
      "cell_type": "code",
      "execution_count": 6,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:27:53 UTC </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.300</span> for the whole batch.                \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/plain": [
              "0.2995031950966639"
            ]
          }
        }
      ],
      "source": [
        "batch = web.Batch(simulations=sims, folder_name=\"metasurface_hologram\")\n",
        "batch.estimate_cost()"
      ],
      "id": "e4b8524a"
    },
    {
      "cell_type": "code",
      "execution_count": 7,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"d86f3ec01c6441609c7c5b0f7ac69d69\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:27:54 UTC </span>Started working on Batch containing <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">11</span> tasks.                      \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:28:04 UTC </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.300</span> for the whole batch.                \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>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>completion.                                                        \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"45c0126866c24f4fae11f6e330c2b98b\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:28:11 UTC </span>Batch complete.                                                    \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        }
      ],
      "source": [
        "batch_data = batch.run(path_dir=\"data\")"
      ],
      "id": "e359d6bd"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "### Postprocessing\n",
        "\n",
        "We read the complex zero-order amplitudes (`\"p\"` is Ex-like, `\"s\"` is\n",
        "Ey-like) and compute the conversion efficiency spectrum and the\n",
        "retardance at the design wavelength."
      ],
      "id": "19891ac9-e171-4024-9074-ce24b01da217"
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "conversion efficiency at 532 nm = 97.7% (aperture-normalized)\n",
            "retardance = 161 deg (target 180)"
          ]
        }
      ],
      "source": [
        "def zero_order(sim_data):\n",
        "    \"\"\"Complex zero-order (p, s) transmission amplitudes vs frequency.\"\"\"\n",
        "    amps = sim_data[\"diff\"].amps.sel(orders_x=0, orders_y=0)\n",
        "    return amps.sel(polarization=\"p\").values, amps.sel(polarization=\"s\").values\n",
        "\n",
        "\n",
        "lam = td.C_0 / uc_freqs\n",
        "i0 = np.argmin(np.abs(lam - lda0))\n",
        "T_ref = np.abs(zero_order(batch_data[\"ref\"])[0]) ** 2\n",
        "tL = zero_order(batch_data[\"polL\"])[0]\n",
        "tW = zero_order(batch_data[\"polW\"])[1]\n",
        "eta_conv = np.abs(tL - tW) ** 2 / 4\n",
        "retardance = np.degrees(np.angle(tL[i0] / tW[i0]))\n",
        "print(f\"conversion efficiency at {lda0 * 1e3:.0f} nm = \"\n",
        "      f\"{100 * eta_conv[i0] / T_ref[i0]:.1f}% (aperture-normalized)\")\n",
        "print(f\"retardance = {retardance:.0f} deg (target 180)\")"
      ],
      "id": "e45671e7"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "To extract the geometric phase, we isolate the converted amplitude\n",
        "$t_\\mathrm{conv}(\\theta)$ from the circular components of the\n",
        "transmitted zero order at each rotation angle, and fit its phase against\n",
        "$\\theta$."
      ],
      "id": "b9c482f6-853b-4cc0-b190-dc4004e85066"
    },
    {
      "cell_type": "code",
      "execution_count": 9,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "geometric-phase slope d(phase)/d(theta) = 2.002 (expect +2.000)"
          ]
        }
      ],
      "source": [
        "t_conv = []\n",
        "for i, th in enumerate(thetas):\n",
        "    p, s = zero_order(batch_data[f\"rot_{i}\"])\n",
        "    a_plus = (p[i0] - 1j * s[i0]) / np.sqrt(2)   # sigma+ output content\n",
        "    a_minus = (p[i0] + 1j * s[i0]) / np.sqrt(2)  # sigma- output content\n",
        "    if abs(np.sin(2 * th)) > 1e-3:\n",
        "        t_conv.append((a_minus - a_plus) / (2j * np.sin(2 * th)) * np.sqrt(2))\n",
        "    else:\n",
        "        t_conv.append((tL[i0] - tW[i0]) / 2)\n",
        "t_conv = np.array(t_conv)\n",
        "phase = 2 * thetas + np.angle(t_conv * np.conj(t_conv[0]))\n",
        "slope = np.polyfit(thetas, phase, 1)[0]\n",
        "print(f\"geometric-phase slope d(phase)/d(theta) = {slope:.3f} (expect +2.000)\")"
      ],
      "id": "585a79da"
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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viixMzdGqUoOsDpEAxMbGYtasWQCAmTNnauzOi4wyNTbB+gFzMW7XfOy9fVKl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\nnyE+NMZyvlqzuqycvZjcOXLZMKWIiIiISPoZM3rBhIQEhgwZAsA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6enOnXqJIljOYrOzz//bM7X+tBDD9m9GbplyxbzHDm3840ePXqYr6/cR4uiDaC0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\nPT1dnp6eWrhwofm5k9WxY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          }
        }
      ],
      "source": [
        "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(11, 4), tight_layout=True)\n",
        "ax1.plot(lam * 1e3, 100 * eta_conv / T_ref, lw=2)\n",
        "ax1.axvline(lda0 * 1e3, color=\"k\", ls=\"--\", lw=0.8)\n",
        "ax1.set_xlabel(r\"Wavelength (nm)\")\n",
        "ax1.set_ylabel(\"Conversion efficiency (%)\")\n",
        "ax1.set_xlim(460, 700)\n",
        "ax1.set_ylim(0, 100)\n",
        "ax1.grid(alpha=0.3)\n",
        "ax2.plot(np.degrees(thetas), np.degrees(phase), \"o-\", label=\"converted phase\")\n",
        "ax2.plot(np.degrees(thetas), np.degrees(2 * thetas), \"k--\", lw=1, label=r\"ideal $2\\theta$\")\n",
        "ax2.set_xlabel(r\"Fin rotation $\\theta$ (deg)\")\n",
        "ax2.set_ylabel(\"Converted phase (deg)\")\n",
        "ax2.legend()\n",
        "ax2.grid(alpha=0.3)\n",
        "plt.show()"
      ],
      "id": "077b269b"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The fin reaches near-$180$ degree retardance with high conversion\n",
        "efficiency at $532$ nm, and the converted phase tracks the ideal\n",
        "$2\\theta$ line — so a rotation map directly encodes a phase map.\n",
        "\n",
        "## 2. Hologram Design <a name=\"2\"></a>\n",
        "\n",
        "The far field of the aperture is the Fourier transform of its\n",
        "transmitted field. Because the metasurface is phase-only (unit\n",
        "amplitude), we recover the required aperture phase with the\n",
        "Gerchberg-Saxton algorithm: it alternates between the aperture plane\n",
        "(enforce unit amplitude) and the far-field plane (enforce the target\n",
        "amplitude). We load a public-domain scan of the Mona Lisa (bundled with\n",
        "the notebook in `misc/`) and place it, at the array’s native resolution,\n",
        "on the direction-cosine grid."
      ],
      "id": "e2bdc2ba-b974-42b6-9560-43535fd03dd9"
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {},
      "outputs": [],
      "source": [
        "def resize_gray(a, w, h):\n",
        "    \"\"\"Area-average (box) downsample of a 2D array to shape (h, w).\"\"\"\n",
        "    yb = np.linspace(0, a.shape[0], h + 1).astype(int)\n",
        "    xb = np.linspace(0, a.shape[1], w + 1).astype(int)\n",
        "    return np.array([[a[yb[i]:yb[i + 1], xb[j]:xb[j + 1]].mean()\n",
        "                      for j in range(w)] for i in range(h)])\n",
        "\n",
        "\n",
        "def dilate(mask, iters=2):\n",
        "    \"\"\"Binary dilation with a 4-connected structuring element.\"\"\"\n",
        "    m = mask.copy()\n",
        "    for _ in range(iters):\n",
        "        d = m.copy()\n",
        "        d[1:, :] |= m[:-1, :]\n",
        "        d[:-1, :] |= m[1:, :]\n",
        "        d[:, 1:] |= m[:, :-1]\n",
        "        d[:, :-1] |= m[:, 1:]\n",
        "        m = d\n",
        "    return m\n",
        "\n",
        "\n",
        "def make_target(n: int):\n",
        "    \"\"\"Grayscale-intensity target on the n-by-n k-space grid, indexed [ix, iy] with y up.\"\"\"\n",
        "    rows = plt.imread(\"misc/mona_lisa.jpg\")[..., :3].mean(axis=2) / 255   # grayscale in [0, 1]\n",
        "    h_px, w_px = rows.shape\n",
        "    du = lda0 / (n * S)\n",
        "    w_bins = int(round(u_width / du))\n",
        "    h_bins = int(round(u_width * h_px / w_px / du))\n",
        "    small = resize_gray(rows, w_bins, h_bins)\n",
        "    img_xy = np.flipud(small).T\n",
        "    target = np.zeros((n, n))\n",
        "    u = (np.arange(n) - n // 2) * du\n",
        "    ic = np.argmin(np.abs(u - u_center[0]))\n",
        "    jc = np.argmin(np.abs(u - u_center[1]))\n",
        "    i0, j0 = ic - w_bins // 2, jc - h_bins // 2\n",
        "    target[i0:i0 + w_bins, j0:j0 + h_bins] = np.clip(img_xy, 0, 1)\n",
        "    ux, uy = np.meshgrid(u, u, indexing=\"ij\")\n",
        "    target[ux**2 + uy**2 >= 1] = 0     # drop non-propagating (evanescent) bins\n",
        "    return target, u\n",
        "\n",
        "\n",
        "def gerchberg_saxton(target, n_iter: int = gs_iters):\n",
        "    \"\"\"Classic Gerchberg-Saxton; returns phase-only aperture phase phi[ix, iy].\"\"\"\n",
        "    amp_t = np.sqrt(target)\n",
        "    amp_t /= np.linalg.norm(amp_t)\n",
        "    rng = np.random.default_rng(7)\n",
        "    field = amp_t * np.exp(2j * np.pi * rng.random(target.shape))\n",
        "    aperture = None\n",
        "    for _ in range(n_iter):\n",
        "        aperture = np.fft.fftshift(np.fft.ifft2(np.fft.ifftshift(field)))\n",
        "        aperture = np.exp(1j * np.angle(aperture))          # aperture: phase only\n",
        "        field = np.fft.fftshift(np.fft.fft2(np.fft.ifftshift(aperture)))\n",
        "        field = amp_t * np.exp(1j * np.angle(field))        # far field: target amplitude\n",
        "    return np.angle(aperture)\n",
        "\n",
        "\n",
        "target, u = make_target(N)\n",
        "phi = gerchberg_saxton(target)"
      ],
      "id": "b5e347ab"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We check the design by taking the far field of the retrieved phase map\n",
        "and measuring the fraction of power that lands in the image."
      ],
      "id": "e697f893-fd2d-4b29-81df-da99f6b508c0"
    },
    {
      "cell_type": "code",
      "execution_count": 12,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "predicted power in image window = 96%"
          ]
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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ixIkK37v2y/L1uCFYrVbMmjWr2nMKdamulnF9Odf7DlFDOHtbCCIionOAzWZD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na/OFmLhHAOENxgoxx4gQMaG9uN/pr6ZIy153da0Qc0/S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rJTMz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\n"
          }
        }
      ],
      "source": [
        "I_pred = np.abs(np.fft.fftshift(np.fft.fft2(np.fft.ifftshift(np.exp(1j * phi))))) ** 2\n",
        "window = dilate(target > 0.05, 2)\n",
        "print(f\"predicted power in image window = {100 * I_pred[window].sum() / I_pred.sum():.0f}%\")\n",
        "\n",
        "fig, axes = plt.subplots(1, 3, figsize=(13, 4.2), tight_layout=True)\n",
        "ext_u = [u[0], u[-1], u[0], u[-1]]\n",
        "axes[0].imshow(target.T, origin=\"lower\", extent=ext_u, cmap=\"gray\")\n",
        "axes[0].set_title(\"target\")\n",
        "axes[1].imshow(phi.T, origin=\"lower\", cmap=\"twilight\",\n",
        "               extent=[-N * S / 2, N * S / 2, -N * S / 2, N * S / 2])\n",
        "axes[1].set_title(r\"aperture phase $\\phi(x, y)$\")\n",
        "axes[2].imshow(I_pred.T, origin=\"lower\", extent=ext_u, cmap=\"gray\",\n",
        "               vmax=np.percentile(I_pred, 99.7))\n",
        "axes[2].set_title(\"predicted reconstruction\")\n",
        "for ax in (axes[0], axes[2]):\n",
        "    ax.set_xlabel(r\"$u_x$\")\n",
        "    ax.set_ylabel(r\"$u_y$\")\n",
        "axes[1].set_xlabel(r\"x ($\\mu m$)\")\n",
        "plt.show()"
      ],
      "id": "3298f1f4"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 3. Full Surface <a name=\"3\"></a>\n",
        "\n",
        "Now we build the finite metasurface: fin $i$ is a rotated rectangular\n",
        "[PolySlab](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.PolySlab.html)\n",
        "at angle $\\theta_i = \\mathrm{sign}\\cdot\\phi_i/2$, all collected in a\n",
        "[GeometryGroup](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.GeometryGroup.html).\n",
        "We illuminate from the glass side with circularly polarized light — two\n",
        "overlapping plane waves with the $y$ component delayed by $\\pi/2$ — and\n",
        "record the far field with a\n",
        "[FieldProjectionKSpaceMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FieldProjectionKSpaceMonitor.html)\n",
        "plus a\n",
        "[FluxMonitor](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FluxMonitor.html)\n",
        "for the transmitted power."
      ],
      "id": "f90c738a-7a43-4060-932a-db9a58f62736"
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {},
      "outputs": [],
      "source": [
        "def make_full_sim(n: int, phi: np.ndarray) -> td.Simulation:\n",
        "    \"\"\"Finite n-by-n rotated-nanofin metasurface with circularly polarized illumination.\"\"\"\n",
        "    thetas = (sign * phi / 2).ravel()\n",
        "    aperture = n * S\n",
        "    size_xy = aperture + 2 * margin\n",
        "\n",
        "    coords = (np.arange(n) - n / 2 + 0.5) * S\n",
        "    xs, ys = np.meshgrid(coords, coords, indexing=\"ij\")\n",
        "    xs, ys = xs.ravel(), ys.ravel()\n",
        "    v0 = np.array([[+L / 2, +W / 2], [-L / 2, +W / 2], [-L / 2, -W / 2], [+L / 2, -W / 2]])\n",
        "    rot = np.array([[np.cos(thetas), -np.sin(thetas)], [np.sin(thetas), np.cos(thetas)]])\n",
        "    verts = np.einsum(\"ij,jkn->nik\", v0, rot) + np.stack([xs, ys], axis=-1)[:, None, :]\n",
        "    fins = td.Structure(\n",
        "        geometry=td.GeometryGroup(geometries=[\n",
        "            td.PolySlab(vertices=v.tolist(), slab_bounds=(0, H), axis=2) for v in verts]),\n",
        "        medium=tio2)\n",
        "    substrate = td.Structure(\n",
        "        geometry=td.Box.from_bounds(rmin=(-td.inf, -td.inf, -1.5), rmax=(td.inf, td.inf, 0)),\n",
        "        medium=sio2)\n",
        "\n",
        "    pulse_x = td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10, phase=0)\n",
        "    pulse_y = td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10, phase=-np.pi / 2)\n",
        "    src_x = td.PlaneWave(source_time=pulse_x, size=(td.inf, td.inf, 0), center=(0, 0, -0.4),\n",
        "                         direction=\"+\", pol_angle=0)\n",
        "    src_y = src_x.updated_copy(source_time=pulse_y, pol_angle=np.pi / 2)\n",
        "\n",
        "    du = lda0 / aperture\n",
        "    n_half = int(u_win / du)\n",
        "    u_pts = list(np.arange(-n_half, n_half + 1) * du)\n",
        "    apod = td.ApodizationSpec(end=0.5e-12, width=0.08e-12)\n",
        "    kspace_mnt = td.FieldProjectionKSpaceMonitor(\n",
        "        center=(0, 0, 0.8), size=(td.inf, td.inf, 0), freqs=[freq0], name=\"kspace\",\n",
        "        proj_axis=2, ux=u_pts, uy=u_pts, apodization=apod)\n",
        "    flux_mnt = td.FluxMonitor(center=(0, 0, 0.8), size=(td.inf, td.inf, 0), freqs=[freq0],\n",
        "                              name=\"flux\", apodization=apod)\n",
        "\n",
        "    # uniform in-plane grid resolves every fin identically; AutoGrid in z refines\n",
        "    # inside the high-index TiO2 automatically (no override structure needed)\n",
        "    grid_xy = td.UniformGrid(dl=S / 20)\n",
        "    grid_spec = td.GridSpec(\n",
        "        wavelength=lda0, grid_x=grid_xy, grid_y=grid_xy,\n",
        "        grid_z=td.AutoGrid(min_steps_per_wvl=20))\n",
        "    return td.Simulation(\n",
        "        center=(0, 0, 0.25), size=(size_xy, size_xy, 2.0),\n",
        "        structures=[substrate, fins], sources=[src_x, src_y],\n",
        "        monitors=[kspace_mnt, flux_mnt], run_time=1.5e-12,\n",
        "        boundary_spec=td.BoundarySpec(\n",
        "            x=td.Boundary.absorber(), y=td.Boundary.absorber(), z=td.Boundary.pml()),\n",
        "        grid_spec=grid_spec, medium=td.Medium(permittivity=1.0))\n",
        "\n",
        "\n",
        "sim = make_full_sim(N, phi)"
      ],
      "id": "719c16bc"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Before running, we visualize the setup: a side view of the substrate,\n",
        "fins, and source, and a zoomed top view showing the individual rotated\n",
        "fins."
      ],
      "id": "9d4b5fe5-9d5a-4bb8-b9b7-9acff2f9c767"
    },
    {
      "cell_type": "code",
      "execution_count": 14,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "image/png": 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HRUWFNU5sbGyHx9tzXA7QPP7qpZdekhoaGq467uOPP5YUCoX1uPDwcAmANGfOHCkrK+uq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vkTw+CtGThyJqwiBItWqBZudfsk6STCQRqnYJJPJ4HeSxkRCrekcygW5UDpz9La3a1LSuRKIC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SXWnUqUIpOJEyciLS0N8fHx2L59O5KSup6/r2Wb48ePY+TIkSJkSVqTyWSIj493dxq80Ol0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\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8rXbF1xsI0etH2+dHkXXLjIiu66prQc1za+Fr71R8LUNeOoq/tRz6TIviaw2U80wdqp75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          }
        }
      ],
      "source": [
        "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5), tight_layout=True)\n",
        "sim.plot(x=0, ax=ax1)\n",
        "sim.plot(z=H / 2, ax=ax2)\n",
        "ax2.set_xlim(-2, 2)\n",
        "ax2.set_ylim(-2, 2)\n",
        "plt.show()"
      ],
      "id": "85c5c99e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "We estimate the cost, then submit the single full-device simulation."
      ],
      "id": "7b242a31-6dd4-432d-80d7-202029790e98"
    },
    {
      "cell_type": "code",
      "execution_count": 15,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:28:27 UTC </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'metasurface_hologram_full'</span> with resource_id          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'fdve-293020bf-4a8b-44c4-afb7-1886bac2d3a3'</span> and task_type <span style=\"color: #008000; text-decoration-color: #008000\">'FDTD'</span>.  \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View task using web UI at                                          \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-293020bf-4a8b-44c4-afb7-1886bac2d3a3\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=fdve-293020bf-4a8</span></a>\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=fdve-293020bf-4a8b-44c4-afb7-1886bac2d3a3\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">b-44c4-afb7-1886bac2d3a3'</span></a>.                                         \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/folder-4b95ea83-77d6-4909-98a6-0e51ebfa1535\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"08a3a1e4ebfa4e93b5cb97439bb8f92f\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:28:47 UTC </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">19.598</span>. This assumes the FDTD solver    \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>runs for the full simulation time; if early shutoff is reached, the\n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed cost can be lower. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> to get the  \n",
              "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>billed FlexCredit cost after a simulation run.                     \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "job = web.Job(simulation=sim, task_name=\"metasurface_hologram_full\", folder_name=\"metasurface_hologram\")\n",
        "cost = web.estimate_cost(job.task_id)"
      ],
      "id": "60072b5a"
    },
    {
      "cell_type": "code",
      "execution_count": 16,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:28:48 UTC </span>status = success                                                   \n",
              "</pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<script type=\"application/vnd.jupyter.widget-view+json\">\n",
              "{\"model_id\":\"a3b4d2a9879f462ab814efcec9831857\",\"version_major\":2,\"version_minor\":0,\"quarto_mimetype\":\"application/vnd.jupyter.widget-view+json\"}\n",
              "</script>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>"
            ]
          }
        },
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
            "text/html": [
              "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">05:28:49 UTC </span>Loading results from data/metasurface_hologram_full.hdf5           \n",
              "</pre>"
            ]
          }
        }
      ],
      "source": [
        "sim_data = job.run(path=\"data/metasurface_hologram_full.hdf5\")"
      ],
      "id": "6d62711e"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Result Visualization\n",
        "\n",
        "We integrate the projected far-field intensity with the direction-cosine\n",
        "solid-angle Jacobian, then measure the fraction of far-field power in\n",
        "the image window and the absolute conversion efficiency (image power\n",
        "divided by the power incident on the aperture). Because two orthogonal\n",
        "sources inject twice the reference power, the incident aperture power is\n",
        "$2 A_\\mathrm{ap} / A_\\mathrm{dom}$."
      ],
      "id": "22894bc5-e1c4-4836-a382-d6245ed8dc9f"
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {},
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "far-field power in image window = 96.5%\n",
            "absolute efficiency (image / incident on aperture) = 90.0%"
          ]
        }
      ],
      "source": [
        "kd = sim_data[\"kspace\"]\n",
        "Et = kd.fields_spherical.Etheta.squeeze(drop=True).transpose(\"ux\", \"uy\")\n",
        "Ep = kd.fields_spherical.Ephi.squeeze(drop=True).transpose(\"ux\", \"uy\")\n",
        "ux, uy = Et.ux.values, Et.uy.values\n",
        "intensity = np.abs(Et.values) ** 2 + np.abs(Ep.values) ** 2\n",
        "UX, UY = np.meshgrid(ux, uy, indexing=\"ij\")\n",
        "w2 = 1 - UX**2 - UY**2\n",
        "P = intensity * np.where(w2 > 1e-6, 1 / np.sqrt(np.abs(w2)), 0.0)\n",
        "\n",
        "iu = np.array([np.argmin(np.abs(u - v)) for v in ux])\n",
        "tgt = target[np.ix_(iu, iu)]\n",
        "signal = dilate(tgt > 0.05, 2)\n",
        "frac_signal = P[signal].sum() / P.sum()\n",
        "\n",
        "flux_t = sim_data[\"flux\"].flux.values.item()\n",
        "ap_frac = (N * S) ** 2 / sim.size[0] / sim.size[1]\n",
        "eta_abs = frac_signal * flux_t / (2 * ap_frac)\n",
        "print(f\"far-field power in image window = {100 * frac_signal:.1f}%\")\n",
        "print(f\"absolute efficiency (image / incident on aperture) = {100 * eta_abs:.1f}%\")"
      ],
      "id": "efeb31df"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Finally, we compare the design target with the FDTD reconstruction. The\n",
        "bright cross at the center of the reconstruction is the residual on-axis\n",
        "zero order (un-converted co-polarized light) plus the square-aperture\n",
        "diffraction, a real feature of an on-axis hologram."
      ],
      "id": "df13c274-96ce-4aa0-92d7-55a18d3585eb"
    },
    {
      "cell_type": "code",
      "execution_count": 18,
      "metadata": {},
      "outputs": [
        {
          "output_type": "display_data",
          "metadata": {},
          "data": {
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YPDw8UFRUZLQOCwoKpLfqLTk35ufnl1tGqVRCqVQCqFnXN1spWR+xsbEYPHiw3nKXL19Gbm5u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\nRERERERERERERERERERkt/4fwoQ3T86B7A4AAAAASUVORK5CYII=\n"
          }
        }
      ],
      "source": [
        "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(11, 5), tight_layout=True)\n",
        "ext_u = [ux[0], ux[-1], ux[0], ux[-1]]\n",
        "ax1.imshow(tgt.T, origin=\"lower\", extent=ext_u, cmap=\"gray\")\n",
        "ax1.set_title(\"target\")\n",
        "ax2.imshow((P / P.max()).T, origin=\"lower\", extent=ext_u, cmap=\"gray\",\n",
        "           vmax=np.percentile(P / P.max(), 99.7))\n",
        "ax2.set_title(f\"FDTD reconstruction (N = {N})\")\n",
        "for ax in (ax1, ax2):\n",
        "    ax.set_xlabel(r\"$u_x$\")\n",
        "    ax.set_ylabel(r\"$u_y$\")\n",
        "plt.show()"
      ],
      "id": "f6d01cbd"
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "The finite metasurface reproduces the target in a single simulation,\n",
        "concentrating most of the transmitted power into a recognizable image.\n",
        "Increasing `N` (a larger aperture with more fins) sharpens the\n",
        "reconstruction at a proportionally higher simulation cost."
      ],
      "id": "f7340ae0-efa7-4d84-a6fb-d0d5b75331a2"
    }
  ],
  "nbformat": 4,
  "nbformat_minor": 5,
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    }
  }
}