{ "cells": [ { "cell_type": "markdown", "id": "c0a346d3", "metadata": {}, "source": [ "# All-dielectric metasurface absorber" ] }, { "cell_type": "markdown", "id": "00c36541", "metadata": {}, "source": [ "Metamaterials and metasurfaces can achieve functionalities that are not available to naturally occurring materials such as negative refractive index. Originally, metamaterials often utilize metallic structures. These metallic structures, such as split ring resonators, exhibit strong resonances at specific frequencies, which can be effectively tuned by adjusting the geometric parameters. However, metals exhibit large loss at optical frequencies. This can greatly impair the performance of the metamaterials. As a consequence, metamaterials fully based on dielectric materials have attracted a lot of interest recently.\n", "\n", "Electromagnetic absorber is one of the most popular categories of metasurfaces. Metasurfaces with high absorption can be used as radiation power detectors since they convert electromagnetic radiation into thermal energy at high efficiency. This model demonstrates how to simulate an all-dielectric metasurface absorber at the THz regime. The design consists of a cylindrical silicon resonator on a thin PDMS substrate. The design parameters are adapted from [Kebin Fan, Jonathan Y. Suen, Xinyu Liu, and Willie J. Padilla, \"All-dielectric metasurface absorbers for uncooled terahertz imaging,\" Optica 4, 601-604 (2017)](https://opg.optica.org/optica/fulltext.cfm?uri=optica-4-6-601&id=367183).\n", "\n", "" ] }, { "cell_type": "code", "execution_count": 1, "id": "5df86207", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:22.487700Z", "iopub.status.busy": "2023-02-03T00:05:22.487160Z", "iopub.status.idle": "2023-02-03T00:05:23.346770Z", "shell.execute_reply": "2023-02-03T00:05:23.346494Z" } }, "outputs": [ { "data": { "text/html": [ "
[18:05:23] WARNING  This version of Tidy3D was pip installed from the 'tidy3d-beta' repository on   __init__.py:103\n",
       "                    PyPI. Future releases will be uploaded to the 'tidy3d' repository. From now on,                \n",
       "                    please use 'pip install tidy3d' instead.                                                       \n",
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           INFO     Using client version: 1.9.0rc1                                                  __init__.py:121\n",
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\n" ], "text/plain": [ "\u001b[2;36m \u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO \u001b[0m Using client version: \u001b[1;36m1.9\u001b[0m.0rc1 \u001b]8;id=584562;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/__init__.py\u001b\\\u001b[2m__init__.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=829706;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/__init__.py#121\u001b\\\u001b[2m121\u001b[0m\u001b]8;;\u001b\\\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import tidy3d as td\n", "import tidy3d.web as web\n" ] }, { "cell_type": "markdown", "id": "b48c84ea", "metadata": {}, "source": [ "## Simulation Setup " ] }, { "cell_type": "markdown", "id": "86e636d5", "metadata": {}, "source": [ "The absorption peak of the metasurface is designed to be around 0.6 THz. Therefore, we aim to simulate a frequency range from 0.4 THz to 0.8 THz. " ] }, { "cell_type": "code", "execution_count": 2, "id": "cb81350f", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.348577Z", "iopub.status.busy": "2023-02-03T00:05:23.348401Z", "iopub.status.idle": "2023-02-03T00:05:23.350485Z", "shell.execute_reply": "2023-02-03T00:05:23.350229Z" } }, "outputs": [], "source": [ "THz = 1e12 # convertion factor from Hz to THz\n", "freqs = np.linspace(0.4 * THz, 0.8 * THz, 100) # freqeucny range of the simulation\n", "freq0 = 0.6 * THz # central frequency\n", "freqw = 0.4 * THz # width of the frequency range\n", "lda0 = td.C_0 / freq0 # central wavelength\n" ] }, { "cell_type": "markdown", "id": "c889b550", "metadata": {}, "source": [ "Two materials are involved in this model. The dielectric cylinder is made of silicon, which is described by a Drude model with $\\varepsilon_{\\inf}$=11.7 and plasma frequency $\\omega_P$=0.69 THz and damping rate $\\gamma$=0.83 THz. We can use the built-in [Drude](https://docs.flexcompute.com/projects/tidy3d/en/v1.9.0rc1/_autosummary/tidy3d.Drude.html?highlight=drude) feature to describe the response of silicon. The thin substrate is made of PDMS, which has a relative permittivity of 1.72 and a loss tangent of 0.15 at the relevant frequency range. The relative permittivity and loss tangent will be converted to the complex refractive index then PDMS can be described by using the `from_nk` method of [Medium](https://docs.flexcompute.com/projects/tidy3d/en/v1.9.0rc1/_autosummary/tidy3d.Medium.html)." ] }, { "cell_type": "code", "execution_count": 3, "id": "3e20c93d", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.352035Z", "iopub.status.busy": "2023-02-03T00:05:23.351927Z", "iopub.status.idle": "2023-02-03T00:05:23.354291Z", "shell.execute_reply": "2023-02-03T00:05:23.354061Z" } }, "outputs": [], "source": [ "w_p = 0.69 * THz # plasma frequency of Si\n", "gamma = 0.83 * THz # damping rate of Si\n", "Si = td.Drude(\n", " eps_inf=11.7, coeffs=[(w_p, gamma)]\n", ") # using drude model to describe the response of silicon\n", "\n", "loss_tan = 0.15 # loss tangent of PDMS\n", "eps_pdms = 1.72 + 1j * 1.72 * loss_tan # complex permittivity of PDMS\n", "n_pdms = np.sqrt(eps_pdms) # refractive index of PDMS\n", "PDMS = td.Medium.from_nk(\n", " n=np.real(n_pdms), k=np.imag(n_pdms), freq=freq0\n", ") # define PDMS with the complex refractive index\n" ] }, { "cell_type": "markdown", "id": "545d6733", "metadata": {}, "source": [ "The unit cell of the metasurface consists of a cylindrical silicon resonator on a thin PDMS substrate. The periodicity is 330 $\\mu m$. The cylinder radius and height are 106 $\\mu m$ and 85 $\\mu m$, respectively. The substrate is only 8 $\\mu m$ thick." ] }, { "cell_type": "code", "execution_count": 4, "id": "de4682a1", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.355712Z", "iopub.status.busy": "2023-02-03T00:05:23.355621Z", "iopub.status.idle": "2023-02-03T00:05:23.357291Z", "shell.execute_reply": "2023-02-03T00:05:23.357019Z" } }, "outputs": [], "source": [ "p = 330 # unit cell size\n", "h = 85 # height of the cylinder\n", "r = 106 # radius of the cylinder\n", "t = 8 # thickness of the substrate\n" ] }, { "cell_type": "markdown", "id": "b3a6bf2a", "metadata": {}, "source": [ "Define the simulation domain and the unit cell structure." ] }, { "cell_type": "code", "execution_count": 5, "id": "5bb77a73", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.358726Z", "iopub.status.busy": "2023-02-03T00:05:23.358622Z", "iopub.status.idle": "2023-02-03T00:05:23.361001Z", "shell.execute_reply": "2023-02-03T00:05:23.360758Z" } }, "outputs": [], "source": [ "# simulation domain size\n", "# simulation size is the periodicity of the unit cell in x and y directions\n", "# in z direction, the size is set to 2 central wavelength\n", "Lx, Ly, Lz = p, p, 2 * lda0\n", "sim_size = [Lx, Ly, Lz]\n", "\n", "# construct the pdms substrate\n", "substrate = td.Structure(\n", " geometry=td.Box(center=[0, 0, -t / 2], size=[td.inf, td.inf, t]), medium=PDMS\n", ")\n", "\n", "# construct the silicon resonator\n", "cylinder = td.Structure(\n", " geometry=td.Cylinder(center=[0, 0, h / 2], radius=r, length=h, axis=2), medium=Si\n", ")\n" ] }, { "cell_type": "markdown", "id": "dc5d660c", "metadata": {}, "source": [ "The metasurface is excited by a plane wave at normal incidence. To measure the transmission, reflection, and absorption, we set up two flux monitors, one on the incident side and one on the transmission side. An additional field monitor is added so that we can visualize the resonance mode profile at the absorption peak." ] }, { "cell_type": "code", "execution_count": 6, "id": "d3748957", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.362379Z", "iopub.status.busy": "2023-02-03T00:05:23.362294Z", "iopub.status.idle": "2023-02-03T00:05:23.365402Z", "shell.execute_reply": "2023-02-03T00:05:23.365108Z" } }, "outputs": [], "source": [ "# add a plane wave source\n", "plane_wave = td.PlaneWave(\n", " source_time=td.GaussianPulse(freq0=freq0, fwidth=0.5 * freqw),\n", " size=(td.inf, td.inf, 0),\n", " center=(0, 0, 0.3 * lda0),\n", " direction=\"-\",\n", " pol_angle=0,\n", ")\n", "\n", "# add a flux monitor to detect transmission\n", "monitor_t = td.FluxMonitor(\n", " center=[0, 0, -0.4 * Lz], size=[td.inf, td.inf, 0], freqs=freqs, name=\"T\"\n", ")\n", "\n", "# add a flux monitor to detect reflection\n", "monitor_r = td.FluxMonitor(\n", " center=[0, 0, 0.4 * Lz], size=[td.inf, td.inf, 0], freqs=freqs, name=\"R\"\n", ")\n", "\n", "# add a field monitor to see the field profile at the absorption peak frequency\n", "monitor_field = td.FieldMonitor(\n", " center=[0, 0, 0], size=[td.inf, 0, lda0], freqs=[freq0], name=\"field\"\n", ")\n" ] }, { "cell_type": "markdown", "id": "d1bb21be", "metadata": {}, "source": [ "Set up the Simulation object. The minimal mesh size per wavelength is set to 40 to ensure it resolves the structure well." ] }, { "cell_type": "code", "execution_count": 7, "id": "203327e8", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.366796Z", "iopub.status.busy": "2023-02-03T00:05:23.366707Z", "iopub.status.idle": "2023-02-03T00:05:23.369853Z", "shell.execute_reply": "2023-02-03T00:05:23.369589Z" } }, "outputs": [], "source": [ "run_time = 3e-10 # simulation run time\n", "\n", "# set up simulation\n", "sim = td.Simulation(\n", " size=sim_size,\n", " grid_spec=td.GridSpec.auto(min_steps_per_wvl=40, wavelength=lda0),\n", " structures=[substrate, cylinder],\n", " sources=[plane_wave],\n", " monitors=[monitor_t, monitor_r, monitor_field],\n", " run_time=run_time,\n", " boundary_spec=td.BoundarySpec(x=td.Boundary.periodic(), y=td.Boundary.periodic(), z=td.Boundary.pml()),\n", " symmetry=(-1, 1, 0),\n", ") # symmetry can be used to greatly reduce the computational cost\n" ] }, { "cell_type": "markdown", "id": "b4d6cdf5", "metadata": {}, "source": [ "Before submitting the simulation job to the server, it is always a good practice to verify if the settings are correct. For example, we can check if the frequency spectrum of the source covers the frequency range of interest. To do so, we can simply plot it. Here, we need to make sure the time domain sampling is sufficiently fine so we use 2000 points." ] }, { "cell_type": "code", "execution_count": 8, "id": "3e68f721", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.371234Z", "iopub.status.busy": "2023-02-03T00:05:23.371150Z", "iopub.status.idle": "2023-02-03T00:05:23.539160Z", "shell.execute_reply": "2023-02-03T00:05:23.537908Z" }, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim.sources[0].source_time.plot_spectrum(times=np.linspace(0, sim.run_time, 2000))\n" ] }, { "cell_type": "markdown", "id": "092086a6", "metadata": {}, "source": [ "Lastly, to ensure the geometry and mesh are set up appropriately, we visualize them before running the simulation." ] }, { "cell_type": "code", "execution_count": 9, "id": "a235db44", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.542948Z", "iopub.status.busy": "2023-02-03T00:05:23.542685Z", "iopub.status.idle": "2023-02-03T00:05:23.771549Z", "shell.execute_reply": "2023-02-03T00:05:23.771293Z" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, tight_layout=True, figsize=(10, 4))\n", "ax1 = sim.plot(y=0, ax=ax1)\n", "ax1 = sim.plot_grid(y=0, ax=ax1)\n", "\n", "ax2 = sim.plot(z=h, ax=ax2)\n", "ax2 = sim.plot_grid(z=h, ax=ax2)\n" ] }, { "cell_type": "markdown", "id": "e231d205", "metadata": {}, "source": [ "## Running Simulation" ] }, { "cell_type": "markdown", "id": "1541f8ba", "metadata": {}, "source": [ "Submit the simulation to the server." ] }, { "cell_type": "code", "execution_count": 10, "id": "b6ee89fa", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T00:05:23.773124Z", "iopub.status.busy": "2023-02-03T00:05:23.773019Z", "iopub.status.idle": "2023-02-03T00:06:02.968613Z", "shell.execute_reply": "2023-02-03T00:06:02.968127Z" } }, "outputs": [ { "data": { "text/html": [ "
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[18:05:27] INFO     Maximum FlexUnit cost: 0.025                                                      webapi.py:253\n",
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[18:05:40] INFO     status = preprocess                                                               webapi.py:274\n",
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[18:05:44] INFO     starting up solver                                                                webapi.py:278\n",
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[18:05:55] INFO     running solver                                                                    webapi.py:284\n",
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[18:05:58] INFO     early shutoff detected, exiting.                                                  webapi.py:295\n",
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       "\u001b[2;36m[18:05:58]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m early shutoff detected, exiting.                                                  \u001b]8;id=141413;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=143710;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#295\u001b\\\u001b[2m295\u001b[0m\u001b]8;;\u001b\\\n"
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       "
           INFO     status = postprocess                                                              webapi.py:301\n",
       "
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m status = postprocess                                                              \u001b]8;id=741645;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=281359;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#301\u001b\\\u001b[2m301\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[18:06:00] INFO     status = success                                                                  webapi.py:307\n",
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      ],
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       "\u001b[2;36m[18:06:00]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m status = success                                                                  \u001b]8;id=118296;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=338822;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#307\u001b\\\u001b[2m307\u001b[0m\u001b]8;;\u001b\\\n"
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       "\n",
       "\u001b[?25h\r",
       "\u001b[1A\u001b[2K"
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           INFO     Billed FlexUnit cost: 0.025                                                       webapi.py:311\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m Billed FlexUnit cost: \u001b[1;36m0.025\u001b[0m                                                       \u001b]8;id=756156;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=78094;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#311\u001b\\\u001b[2m311\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
           INFO     downloading file \"output/monitor_data.hdf5\" to \"data/simulation.hdf5\"             webapi.py:593\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m downloading file \u001b[32m\"output/monitor_data.hdf5\"\u001b[0m to \u001b[32m\"data/simulation.hdf5\"\u001b[0m             \u001b]8;id=148729;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=953380;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#593\u001b\\\u001b[2m593\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "
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       "\u001b[?25l"
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     "metadata": {},
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    },
    {
     "data": {
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       "model_id": "de51ca9ab2a043079f12567f8020652c",
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       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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       "
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      ],
      "text/plain": [
       "\n",
       "\u001b[?25h"
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     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
[18:06:02] INFO     loading SimulationData from data/simulation.hdf5                                  webapi.py:415\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[18:06:02]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m loading SimulationData from data/simulation.hdf5                                  \u001b]8;id=351347;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=295802;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#415\u001b\\\u001b[2m415\u001b[0m\u001b]8;;\u001b\\\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim, task_name=\"all_dielectric_metasurface_absorber\", path=\"data/simulation.hdf5\"\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c1bbf44",
   "metadata": {},
   "source": [
    "## Result Visualization "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c247486",
   "metadata": {},
   "source": [
    "After the simulation is complete, we visualize the reflectance, transmittance, and absorptance spectra. The absorption peak is observed around 0.6 THz as expected. The maximum absorption is around 95%."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "02da97fc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-02-03T00:06:03.352663Z",
     "iopub.status.busy": "2023-02-03T00:06:03.352588Z",
     "iopub.status.idle": "2023-02-03T00:06:03.442236Z",
     "shell.execute_reply": "2023-02-03T00:06:03.441976Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       ""
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R = sim_data[\"R\"].flux\n",
    "T = -sim_data[\"T\"].flux\n",
    "A = 1 - R - T\n",
    "freq_thz = np.linspace(0.4, 0.8, 100)\n",
    "plt.plot(freq_thz, R, freq_thz, T, freq_thz, A)\n",
    "plt.xlabel(\"Frequency (THz)\")\n",
    "plt.legend((\"R\", \"T\", \"A\"))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6b36c3a2",
   "metadata": {},
   "source": [
    "Finally, we visualize the field intensity distribution at the resonance frequency. A strongly localized field within the silicon cylinder is observed, which indicates a high power dissipation due to the resonance mode of the cylinder."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "99c05d37",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-02-03T00:06:03.443825Z",
     "iopub.status.busy": "2023-02-03T00:06:03.443705Z",
     "iopub.status.idle": "2023-02-03T00:06:03.864355Z",
     "shell.execute_reply": "2023-02-03T00:06:03.864083Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       ""
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim_data.plot_field(\"field\", \"int\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f151255c",
   "metadata": {},
   "source": [
    "## Finite Array of Unit Cells "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed0efe54",
   "metadata": {},
   "source": [
    "The periodic boundary condition indicates that the metasurface is infinitely large in the simulation. In practice, the fabricated metasurface is of course always made of only a finite number of unit cells. In addition, the spot size of the incident light is also finite. Therefore, only a certain number of unit cells are illuminated. \n",
    "\n",
    "Due to the above mentioned reasons, the transmission, reflection, or absorption spectrum might deviate from the perfectly periodic case. In this section, we model a finite array of unit cells illuminated by a focused Gaussian beam. Thanks to the highly optimized Tidy3D solver, such a large structure can be simulated with ease."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "76745db7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-02-03T00:06:03.865944Z",
     "iopub.status.busy": "2023-02-03T00:06:03.865834Z",
     "iopub.status.idle": "2023-02-03T00:06:04.124862Z",
     "shell.execute_reply": "2023-02-03T00:06:04.124538Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       ""
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Nx = 15  # number of unit cells in the x direction\n",
    "Ny = 15  # number of unit cells in the y direction\n",
    "buffer = 0.5 * lda0  # buffer spacing in the x and y directions\n",
    "\n",
    "# simulation domain size\n",
    "Lx, Ly, Lz = Nx * p + 2 * buffer, Ny * p + 2 * buffer, 2 * lda0\n",
    "sim_size = [Lx, Ly, Lz]\n",
    "\n",
    "# systematicall construct the silicon resonators\n",
    "metasurface = [substrate]\n",
    "for i in range(Nx):\n",
    "    for j in range(Ny):\n",
    "        cylinder = td.Structure(\n",
    "            geometry=td.Cylinder(\n",
    "                center=[i * p, j * p, h / 2], radius=r, length=h, axis=2\n",
    "            ),\n",
    "            medium=Si,\n",
    "        )\n",
    "        metasurface.append(cylinder)\n",
    "\n",
    "# define a gaussian beam with a waist radius of 3 wavelengths (focused beam)\n",
    "gaussian = td.GaussianBeam(\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=0.5 * freqw),\n",
    "    center=(p * (Nx // 2), p * (Ny // 2), 0.3 * lda0),\n",
    "    direction=\"-\",\n",
    "    waist_radius=3 * lda0,\n",
    ")\n",
    "\n",
    "# define a field monitor to visualize the field distribution under gaussian beam excitation\n",
    "monitor_field = td.FieldMonitor(\n",
    "    center=[0, 0, 0], size=[td.inf, td.inf, 0], freqs=[freq0], name=\"field\"\n",
    ")\n",
    "\n",
    "sim = td.Simulation(\n",
    "    size=sim_size,\n",
    "    center=(p * (Nx // 2), p * (Ny // 2), 0),\n",
    "    grid_spec=td.GridSpec.auto(min_steps_per_wvl=30, wavelength=lda0),\n",
    "    structures=metasurface,\n",
    "    sources=[gaussian],\n",
    "    monitors=[\n",
    "        monitor_t,\n",
    "        monitor_r,\n",
    "        monitor_field,\n",
    "    ],  # we will reuse the flux monitors defined earlier\n",
    "    run_time=run_time,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(\n",
    "        boundary=td.PML()\n",
    "    ),  # pml is applied in all boundaries\n",
    "    symmetry=(-1, 1, 0),\n",
    ")  # the same symmetry can be used\n",
    "\n",
    "sim.plot(z=0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "8330be21",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-02-03T00:06:04.126346Z",
     "iopub.status.busy": "2023-02-03T00:06:04.126248Z",
     "iopub.status.idle": "2023-02-03T00:07:35.451310Z",
     "shell.execute_reply": "2023-02-03T00:07:35.450897Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "
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       "                    '8acac2b0-58c2-42b9-8c19-b19971d48b9b'.                                                        \n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[18:06:04]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m Created task \u001b[32m'all_dielectric_metasurface_absorber'\u001b[0m with task_id                   \u001b]8;id=605010;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=16765;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#120\u001b\\\u001b[2m120\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m           \u001b[0m         \u001b[32m'8acac2b0-58c2-42b9-8c19-b19971d48b9b'\u001b[0m.                                           \u001b[2m             \u001b[0m\n"
      ]
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     "metadata": {},
     "output_type": "display_data"
    },
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       "model_id": "272ef94cfd4741029b79060cf5043867",
       "version_major": 2,
       "version_minor": 0
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      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "
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       "
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    {
     "data": {
      "text/html": [
       "
[18:06:07] INFO     status = queued                                                                   webapi.py:262\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[18:06:07]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m status = queued                                                                   \u001b]8;id=142406;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=291846;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#262\u001b\\\u001b[2m262\u001b[0m\u001b]8;;\u001b\\\n"
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    {
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       "model_id": "718652cdec80477ebbcce05901822f87",
       "version_major": 2,
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       "Output()"
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     "metadata": {},
     "output_type": "display_data"
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[18:06:51] INFO     status = preprocess                                                               webapi.py:274\n",
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[18:07:02] INFO     starting up solver                                                                webapi.py:278\n",
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       "\u001b[2;36m[18:07:02]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m starting up solver                                                                \u001b]8;id=894509;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=648102;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#278\u001b\\\u001b[2m278\u001b[0m\u001b]8;;\u001b\\\n"
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[18:07:12] INFO     running solver                                                                    webapi.py:284\n",
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[18:07:26] INFO     early shutoff detected, exiting.                                                  webapi.py:295\n",
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           INFO     status = postprocess                                                              webapi.py:301\n",
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       "\u001b[2;36m          \u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m status = postprocess                                                              \u001b]8;id=134138;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=671829;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#301\u001b\\\u001b[2m301\u001b[0m\u001b]8;;\u001b\\\n"
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       "Output()"
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[18:07:31] INFO     status = success                                                                  webapi.py:307\n",
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[18:07:32] INFO     Billed FlexUnit cost: 0.087                                                       webapi.py:311\n",
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       "Output()"
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[18:07:35] INFO     loading SimulationData from data/simulation.hdf5                                  webapi.py:415\n",
       "
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      ],
      "text/plain": [
       "\u001b[2;36m[18:07:35]\u001b[0m\u001b[2;36m \u001b[0m\u001b[34mINFO    \u001b[0m loading SimulationData from data/simulation.hdf5                                  \u001b]8;id=43211;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py\u001b\\\u001b[2mwebapi.py\u001b[0m\u001b]8;;\u001b\\\u001b[2m:\u001b[0m\u001b]8;id=47891;file:///Users/twhughes/Documents/Flexcompute/tidy3d-docs/tidy3d/tidy3d/web/webapi.py#415\u001b\\\u001b[2m415\u001b[0m\u001b]8;;\u001b\\\n"
      ]
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     "metadata": {},
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   ],
   "source": [
    "sim_data = web.run(\n",
    "    sim, task_name=\"all_dielectric_metasurface_absorber\", path=\"data/simulation.hdf5\"\n",
    ")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8ebd0265",
   "metadata": {},
   "source": [
    "After the simulation is complete, we visualize the reflectance, transmittance, and absorptance spectra in the same way. The spectra are similar to that obtained from the unit cell simulation with only minor differences. This result also verifies the validity of the unit cell simulation with the periodic condition."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a33fe037",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-02-03T00:07:36.805976Z",
     "iopub.status.busy": "2023-02-03T00:07:36.805899Z",
     "iopub.status.idle": "2023-02-03T00:07:36.894318Z",
     "shell.execute_reply": "2023-02-03T00:07:36.894064Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       ""
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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\n",
      "text/plain": [
       "
"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R = sim_data[\"R\"].flux\n",
    "T = -sim_data[\"T\"].flux\n",
    "A = 1 - R - T\n",
    "freq_thz = np.linspace(0.4, 0.8, 100)\n",
    "plt.plot(freq_thz, R, freq_thz, T, freq_thz, A)\n",
    "plt.xlabel(\"Frequency (THz)\")\n",
    "plt.legend((\"R\", \"T\", \"A\"))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1add5e4e",
   "metadata": {},
   "source": [
    "The field intensity distribution reveals that only a small number of unit cells are excited by the gaussian beam."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "82f9b57e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-02-03T00:07:36.895931Z",
     "iopub.status.busy": "2023-02-03T00:07:36.895848Z",
     "iopub.status.idle": "2023-02-03T00:07:38.860628Z",
     "shell.execute_reply": "2023-02-03T00:07:38.860296Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       ""
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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