{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Photo-thermal optical control in silicon waveguides\n",
    "\n",
    "This example demonstrates the usage of the Tidy3D to calculate absorbed optical power, its resultant heating, and the corresponding optical heat perturbation on the silicon-on-insulator (SOI) platform.\n",
    "<br><br>\n",
    "Our setup is based on [All-optic control using a photo-thermal heater in Si photonics](https://opg.optica.org/oe/fulltext.cfm?uri=oe-30-23-41874) by L. Li, T. Tamanuki, and T. Baba. We build two parallel silicon rib waveguides separated by a gap of varying length. One waveguide (the \"control\" waveguide) has a triangular-shaped heavily doped region. This waveguide then absorbs an optical \"control\" signal, and the absorbed optical power heats both waveguides. The second waveguide (the \"signal\" waveguide) then has its refractive index perturbed by the change in temperature, and we analyze the resulting phase change of a signal sent through this waveguide.\n",
    "<br><br>\n",
    "This analysis is done for three gap lengths: 0.5 μm, 1.0 μm, and 1.5 μm. We first create the perturbation mediums with Tidy3D heat <i>and</i> charge perturbations in order to capture the properties of doped silicon. We then record the absorbed power and permittivity of the control waveguide, plot the resulting temperature change along the propagation (z) direction and along the y direction, and finally plot the heat-perturbed refractive index along z as well as the signal waveguide's phase change.\n",
    "<br><br>\n",
    "Thus our workflow will be: Control optical simulation $\\rightarrow$ Heat simulation $\\rightarrow$ Signal optical simulation\n",
    "\n",
    "<center><img src=\"img/photothermal_waveguide.png\" width=\"500\" alt=\"Illustration of the photothermal waveguide setup\"></center>"
   ]
  },
  {
   "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"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First we describe some parameters that will remain constant throughout our simulations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "wvl0 = 1.55\n",
    "freq0 = td.C_0 / wvl0\n",
    "\n",
    "length = 30\n",
    "wg_width = 0.45\n",
    "wg_height = 0.11\n",
    "slab_height = 0.11"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Perturbation Medium Setup"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Because perturbing loss can result in numerical instabilities in our simulations, Tidy3D adds a warning about this when we define perturbation mediums. Since our perturbations will be small enough for stability, we will turn off Tidy3D warnings with the following command."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "td.config.logging_level = \"ERROR\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here we define the [`MultiPhysicsMediums`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.components.material.multi_physics.MultiPhysicsMedium.html#tidy3d.components.material.multi_physics.MultiPhysicsMedium) of our simulation. To capture the absorption of doped silicon, we will perturb our silicon according to Tidy3D's charge perturbation. Here we will use the [`Nedeljkovic-Soref-Mashanovich`](https://docs.flexcompute.com/projects/tidy3d/en/v2.9.0/api/_autosummary/tidy3d.NedeljkovicSorefMashanovich.html) model with Li et. al.'s doping concentration."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "ref_temp = 300\n",
    "doping_concentration = 2.273e20\n",
    "Si_heat_coeff = 0.00018\n",
    "\n",
    "NSM = td.NedeljkovicSorefMashanovich(ref_freq=freq0)\n",
    "\n",
    "# for maximum generality, we include charge in our index perturbations\n",
    "Si = td.MultiPhysicsMedium(\n",
    "    name=\"Si\",\n",
    "    optical=td.PerturbationMedium.from_nk(\n",
    "        n=3.5,\n",
    "        k=0,\n",
    "        freq=freq0,\n",
    "        perturbation_spec=td.IndexPerturbation(\n",
    "            delta_n=td.ParameterPerturbation(\n",
    "                heat=td.LinearHeatPerturbation(temperature_ref=ref_temp, coeff=Si_heat_coeff),\n",
    "                charge=NSM.delta_n().charge,\n",
    "            ),\n",
    "            delta_k=td.ParameterPerturbation(charge=NSM.delta_k().charge),\n",
    "            freq=freq0,\n",
    "        ),\n",
    "    ),\n",
    "    heat=td.SolidSpec(\n",
    "        conductivity=148e-6,  # W / (um * K)\n",
    "        capacity=0.711,  # J / (kg * K)\n",
    "    ),\n",
    ")\n",
    "\n",
    "Si_doped = td.MultiPhysicsMedium(\n",
    "    name=\"Si doped\",\n",
    "    optical=td.PerturbationMedium.from_nk(\n",
    "        n=3.5 + NSM.delta_n().charge.sample(doping_concentration, 0),\n",
    "        k=0 + NSM.delta_k().charge.sample(doping_concentration, 0),\n",
    "        freq=freq0,\n",
    "        perturbation_spec=Si.optical.perturbation_spec,\n",
    "    ),\n",
    "    heat=Si.heat,\n",
    ")\n",
    "\n",
    "SiO2 = td.MultiPhysicsMedium(\n",
    "    name=\"SiO2\",\n",
    "    optical=td.PerturbationMedium(\n",
    "        permittivity=1.44**2,\n",
    "        perturbation_spec=td.IndexPerturbation(\n",
    "            delta_n=td.ParameterPerturbation(\n",
    "                heat=td.LinearHeatPerturbation(temperature_ref=ref_temp, coeff=0.000012)\n",
    "            ),\n",
    "            freq=freq0,\n",
    "        ),\n",
    "    ),\n",
    "    heat=td.SolidSpec(\n",
    "        conductivity=1.38e-6,  # W / (um * K)\n",
    "        capacity=709,  # J / (kg * K)\n",
    "    ),\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## First Optical Simulation\n",
    "\n",
    "Here we create a function that takes in a gap length and returns a Tidy3D simulation with the corresponding two-waveguide structure. The simulations returned will be our first optical simulations - that is, a simulation where we launch a TE mode and record the field and permittivity along the control waveguide, as this will be used to compute the absorbed power. We also add a field monitor along the propagation direction to visualize the optical power being absorbed along the waveguide."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_sim(gap):\n",
    "    z_min, z_max = -length / 2.0, length / 2.0\n",
    "    sim_buffer = 4\n",
    "\n",
    "    # Waveguides (above slab) in y; separated in x\n",
    "    wg_signal_x_min, wg_signal_x_max = gap / 2.0, gap / 2.0 + wg_width\n",
    "    wg_control_x_min, wg_control_x_max = -gap / 2.0 - wg_width, -gap / 2.0\n",
    "\n",
    "    wg_signal_box = td.Box.from_bounds(\n",
    "        rmin=(wg_signal_x_min, 0.0, -td.inf), rmax=(wg_signal_x_max, wg_height, td.inf)\n",
    "    )\n",
    "    wg_control_box = td.Box.from_bounds(\n",
    "        rmin=(wg_control_x_min, 0.0, -td.inf),\n",
    "        rmax=(wg_control_x_max, wg_height, td.inf),\n",
    "    )\n",
    "\n",
    "    # Slab (below guides)\n",
    "    slab_y_min, slab_y_max = -slab_height, 0.0\n",
    "    slab_x_min = wg_control_x_min\n",
    "    slab_x_max = wg_signal_x_max + 0.5\n",
    "    slab_box = td.Box.from_bounds(\n",
    "        rmin=(slab_x_min, slab_y_min, -td.inf), rmax=(slab_x_max, slab_y_max, td.inf)\n",
    "    )\n",
    "\n",
    "    # Triangular prism: hypotenuse aligned with z (length) direction\n",
    "    tri_vertices = [\n",
    "        (wg_control_x_min, z_max),\n",
    "        (wg_control_x_min, z_min),\n",
    "        (wg_control_x_max, z_min),\n",
    "    ]\n",
    "    tri_geom = td.PolySlab(vertices=tri_vertices, axis=1, slab_bounds=(0.0, wg_height))\n",
    "\n",
    "    slab = td.Structure(geometry=slab_box, medium=Si, name=\"slab\")\n",
    "    wg_signal = td.Structure(geometry=wg_signal_box, medium=Si, name=\"wg_signal\")\n",
    "    wg_control = td.Structure(geometry=wg_control_box, medium=Si, name=\"wg_control\")\n",
    "    tri = td.Structure(geometry=tri_geom, medium=Si_doped, name=\"doped triangle\")\n",
    "\n",
    "    slab_width = slab_x_max - slab_x_min\n",
    "    margin_x = max(0.5 * wvl0 + 0.1, 0.5)\n",
    "\n",
    "    sim_center = (0.5 * (slab_x_max + slab_x_min), 0.5 * (wg_height + slab_y_min), 0.0)\n",
    "    sim_size = (\n",
    "        slab_width + 2 * margin_x,\n",
    "        wvl0 + (wg_height - slab_y_min),\n",
    "        length + sim_buffer,\n",
    "    )\n",
    "\n",
    "    tri_min, tri_max = tri.geometry.bounds\n",
    "    tri_center = tuple(0.5 * (a + b) for a, b in zip(tri_min, tri_max))\n",
    "    tri_size = tuple(a - b for a, b in zip(tri_max, tri_min))\n",
    "\n",
    "    tri_monitor = td.FieldMonitor(\n",
    "        center=tri_center,\n",
    "        size=tri_size,\n",
    "        fields=[\"Ex\", \"Ey\", \"Ez\", \"Hx\", \"Hy\", \"Hz\"],\n",
    "        freqs=[freq0],\n",
    "        name=\"field\",\n",
    "    )\n",
    "\n",
    "    perm_monitor = td.PermittivityMonitor(\n",
    "        center=tri_center, size=tri_size, freqs=[freq0], name=\"tri_permittivity\"\n",
    "    )\n",
    "\n",
    "    plane_monitor = td.FieldMonitor(\n",
    "        center=(sim_center[0], wg_height / 2, sim_center[2]),\n",
    "        size=(sim_size[0], 0, sim_size[2]),\n",
    "        fields=[\"Ex\", \"Ey\", \"Ez\", \"Hx\", \"Hy\", \"Hz\"],\n",
    "        freqs=[freq0],\n",
    "        name=\"midplane_field\",\n",
    "    )\n",
    "\n",
    "    clearance = min(0.05, 0.25 * gap) if gap > 0 else 0.01\n",
    "    clearance = max(clearance, 1e-3)\n",
    "    buffer_x = max(0.2, 0.5 * wg_width)\n",
    "    buffer_y = max(0.1, 0.2 * wg_height)\n",
    "    extra_x = max(0.3, 0.5 * wg_width)\n",
    "    extra_y = max(0.5, 1.5 * wg_height)\n",
    "\n",
    "    source_x_min = wg_control_x_min - (buffer_x + extra_x)\n",
    "    source_x_max = wg_signal_x_min - clearance\n",
    "    if source_x_max <= source_x_min:\n",
    "        mid = 0.5 * (wg_control_x_max + wg_signal_x_min)\n",
    "        source_x_min = min(wg_control_x_min - (0.1 * wg_width + extra_x), mid - 0.05)\n",
    "        source_x_max = max(mid, wg_signal_x_min - 1e-3)\n",
    "\n",
    "    source_y_min = -buffer_y - extra_y\n",
    "    source_y_max = wg_height + buffer_y + extra_y\n",
    "\n",
    "    mode_center = (\n",
    "        0.5 * (source_x_min + source_x_max),\n",
    "        0.5 * (source_y_min + source_y_max),\n",
    "        z_max + 0.1,\n",
    "    )\n",
    "    mode_size = (source_x_max - source_x_min, source_y_max - source_y_min, 0.0)\n",
    "\n",
    "    mode_source = td.ModeSource(\n",
    "        center=mode_center,\n",
    "        size=mode_size,\n",
    "        direction=\"-\",\n",
    "        source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10),\n",
    "        mode_spec=td.ModeSpec(num_modes=1),\n",
    "    )\n",
    "\n",
    "    simulation = td.Simulation(\n",
    "        center=sim_center,\n",
    "        size=sim_size,\n",
    "        structures=[slab, wg_signal, wg_control, tri],\n",
    "        sources=[mode_source],\n",
    "        monitors=[tri_monitor, perm_monitor, plane_monitor],\n",
    "        grid_spec=td.GridSpec.auto(min_steps_per_wvl=20, wavelength=wvl0),\n",
    "        medium=SiO2.optical,\n",
    "        run_time=5e-13,\n",
    "    )\n",
    "\n",
    "    return simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim_0p5 = make_sim(0.5)\n",
    "sim_1p0 = make_sim(1.0)\n",
    "sim_1p5 = make_sim(1.5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We visualize a constructed simulation to ensure the setup is correct."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(12, 5))\n",
    "\n",
    "sim_0p5.plot(y=wg_height / 2, ax=ax[0], monitor_alpha=0.1)\n",
    "sim_0p5.plot(z=sim_0p5.center[0], ax=ax[1], monitor_alpha=0.1)\n",
    "ax[0].set_aspect(0.1)\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We run the three constructed simulations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "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: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">25.1/25.1  </span> • <span style=\"color: #800000; text-decoration-color: #800000\">3.4 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n",
       "                                                <span style=\"color: #008000; text-decoration-color: #008000\">MB         </span>                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;32m↓\u001b[0m \u001b[1;34msimulation_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m25.1/25.1  \u001b[0m • \u001b[31m3.4 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n",
       "                                                \u001b[32mMB         \u001b[0m                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    },
    {
     "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",
     "transient": {}
    },
    {
     "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\">11:15:44 UTC </span>Loading results from simulation_data.hdf5                          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m11:15:44 UTC\u001b[0m\u001b[2;36m \u001b[0mLoading results from simulation_data.hdf5                          \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    }
   ],
   "source": [
    "sims = {\"0.5\": sim_0p5, \"1.0\": sim_1p0, \"1.5\": sim_1p5}\n",
    "run_results = {}\n",
    "for label, sim in sims.items():\n",
    "    result = web.run(sim, task_name=f\"sim_gap_{label}\")\n",
    "    run_results[label] = result"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will visualize the mode getting absorbed as it propagates through the control waveguide for each simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x1000 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 3, figsize=(15, 10))\n",
    "\n",
    "for ax, label in zip(axes, [\"0.5\", \"1.0\", \"1.5\"]):\n",
    "    run_results[label].plot_field(\"midplane_field\", field_name=\"S\", val=\"abs\", f=freq0, ax=ax)\n",
    "    ax.set_title(f\"Midplane |S| (gap {label})\")\n",
    "    ax.set_aspect(0.4)\n",
    "\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Heat Simulation\n",
    "\n",
    "We will now use the recorded field and permittivity along the control waveguide to compute the absorbed power. The absorbed power is given by the formula\n",
    "<center>$P = \\frac{1}{2}\\omega|E|^2$ $im(\\epsilon)$</center><br>\n",
    "\n",
    "We construct a function that creates a heat source as a [`SpatialDataArray`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.SpatialDataArray.html), using the coordinates of the field monitor and interpolating the permittivity monitor data to these points."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "def absorbed_power(field_data, permittivity_data, freq):\n",
    "    \"\"\"Return 0.5 * 2π * freq * |E|^2 * imag(permittivity) on the field grid.\"\"\"\n",
    "    coords = field_data.Ex.coords\n",
    "    coords_dict = {dim: coords.get(dim) for dim in \"xyz\"}\n",
    "\n",
    "    perm_interp_x = permittivity_data.eps_xx.interp(**coords_dict)\n",
    "    perm_interp_y = permittivity_data.eps_yy.interp(**coords_dict)\n",
    "    perm_interp_z = permittivity_data.eps_zz.interp(**coords_dict)\n",
    "\n",
    "    perm_imag_x = np.imag(perm_interp_x).sel(f=freq, method=\"nearest\") * td.EPSILON_0\n",
    "    perm_imag_y = np.imag(perm_interp_y).sel(f=freq, method=\"nearest\") * td.EPSILON_0\n",
    "    perm_imag_z = np.imag(perm_interp_z).sel(f=freq, method=\"nearest\") * td.EPSILON_0\n",
    "\n",
    "    absorption_x = (\n",
    "        0.5\n",
    "        * 2\n",
    "        * np.pi\n",
    "        * freq\n",
    "        * np.abs(field_data.Ex).sel(f=freq, method=\"nearest\") ** 2\n",
    "        * perm_imag_x\n",
    "    )\n",
    "    absorption_y = (\n",
    "        0.5\n",
    "        * 2\n",
    "        * np.pi\n",
    "        * freq\n",
    "        * np.abs(field_data.Ey).sel(f=freq, method=\"nearest\") ** 2\n",
    "        * perm_imag_y\n",
    "    )\n",
    "    absorption_z = (\n",
    "        0.5\n",
    "        * 2\n",
    "        * np.pi\n",
    "        * freq\n",
    "        * np.abs(field_data.Ez).sel(f=freq, method=\"nearest\") ** 2\n",
    "        * perm_imag_z\n",
    "    )\n",
    "\n",
    "    absorption = absorption_x + absorption_y + absorption_z\n",
    "\n",
    "    return td.SpatialDataArray(absorption, coords=coords_dict)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "heat_rate_0p5 = absorbed_power(\n",
    "    run_results[\"0.5\"][\"field\"], run_results[\"0.5\"][\"tri_permittivity\"], freq0\n",
    ")\n",
    "heat_rate_1p0 = absorbed_power(\n",
    "    run_results[\"1.0\"][\"field\"], run_results[\"1.0\"][\"tri_permittivity\"], freq0\n",
    ")\n",
    "heat_rate_1p5 = absorbed_power(\n",
    "    run_results[\"1.5\"][\"field\"], run_results[\"1.5\"][\"tri_permittivity\"], freq0\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using the absorbed power data we calculated, we create the heat source by assigning it to the optical waveguide structure."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "heat_source_0p5 = td.HeatSource(structures=[\"wg_control\"], rate=heat_rate_0p5)\n",
    "heat_source_1p0 = td.HeatSource(structures=[\"wg_control\"], rate=heat_rate_1p0)\n",
    "heat_source_1p5 = td.HeatSource(structures=[\"wg_control\"], rate=heat_rate_1p5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next we will construct a temperature monitor around the signal waveguide so we can heat-perturb the signal structure."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_temp_monitor(sim):\n",
    "    rmin, rmax = sim.structures[-1].geometry.bounds\n",
    "    size_z = rmax[2] - rmin[2]\n",
    "    temp_monitor = td.TemperatureMonitor(\n",
    "        center=sim.structures[1].geometry.center,\n",
    "        size=(sim.sources[0].size[0], sim.sources[0].size[1], size_z),\n",
    "        name=\"temp\",\n",
    "        unstructured=True,\n",
    "    )\n",
    "    return temp_monitor\n",
    "\n",
    "\n",
    "temp_monitor_0p5 = make_temp_monitor(sims[\"0.5\"])\n",
    "temp_monitor_1p0 = make_temp_monitor(sims[\"1.0\"])\n",
    "temp_monitor_1p5 = make_temp_monitor(sims[\"1.5\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We also define the discretization for our heat simulations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# parameters for meshing\n",
    "dl_min = slab_height / 3\n",
    "dl_max = 3 * dl_min\n",
    "\n",
    "grid_spec = td.DistanceUnstructuredGrid(\n",
    "    dl_interface=dl_min,\n",
    "    dl_bulk=dl_max,\n",
    "    distance_interface=3 * dl_min,\n",
    "    distance_bulk=slab_height,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We define boundary specs for our heat simulations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "boundaries = td.HeatBoundarySpec(\n",
    "    placement=td.SimulationBoundary(surfaces=[\"y-\", \"y+\", \"x-\", \"x+\"]),\n",
    "    condition=td.TemperatureBC(temperature=ref_temp),\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We now combine the structures, computed heat source, temperature monitor, discretization, and boundary conditions into Tidy3D Heat simulations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "heat_sim_0p5 = td.HeatChargeSimulation(\n",
    "    center=sims[\"0.5\"].center,\n",
    "    size=[sims[\"0.5\"].size[0] * 1.5, sims[\"0.5\"].size[1] * 1.5, sims[\"0.5\"].size[2]],\n",
    "    medium=SiO2,\n",
    "    structures=sims[\"0.5\"].structures,\n",
    "    sources=[heat_source_0p5],\n",
    "    monitors=[temp_monitor_0p5],\n",
    "    grid_spec=grid_spec,\n",
    "    boundary_spec=[boundaries],\n",
    ")\n",
    "\n",
    "heat_sim_1p0 = td.HeatChargeSimulation(\n",
    "    center=sims[\"1.0\"].center,\n",
    "    size=[sims[\"1.0\"].size[0] * 1.5, sims[\"1.0\"].size[1] * 1.5, sims[\"1.0\"].size[2]],\n",
    "    medium=SiO2,\n",
    "    structures=sims[\"1.0\"].structures,\n",
    "    sources=[heat_source_1p0],\n",
    "    monitors=[temp_monitor_1p0],\n",
    "    grid_spec=grid_spec,\n",
    "    boundary_spec=[boundaries],\n",
    ")\n",
    "\n",
    "heat_sim_1p5 = td.HeatChargeSimulation(\n",
    "    center=sims[\"1.5\"].center,\n",
    "    size=[sims[\"1.5\"].size[0] * 1.5, sims[\"1.5\"].size[1] * 1.5, sims[\"1.5\"].size[2]],\n",
    "    medium=SiO2,\n",
    "    structures=sims[\"1.5\"].structures,\n",
    "    sources=[heat_source_1p5],\n",
    "    monitors=[temp_monitor_1p5],\n",
    "    grid_spec=grid_spec,\n",
    "    boundary_spec=[boundaries],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We run the heat simulations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "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: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">simulation_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">16.5/16.5  </span> • <span style=\"color: #800000; text-decoration-color: #800000\">19.9 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n",
       "                                               <span style=\"color: #008000; text-decoration-color: #008000\">MB         </span>                      \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;32m↓\u001b[0m \u001b[1;34msimulation_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m16.5/16.5  \u001b[0m • \u001b[31m19.9 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n",
       "                                               \u001b[32mMB         \u001b[0m                      \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    },
    {
     "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",
     "transient": {}
    },
    {
     "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\">11:16:43 UTC </span>Loading results from simulation_data.hdf5                          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m11:16:43 UTC\u001b[0m\u001b[2;36m \u001b[0mLoading results from simulation_data.hdf5                          \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    }
   ],
   "source": [
    "heat_data_0p5 = web.run(heat_sim_0p5, task_name=\"heat_sim_0p5\")\n",
    "heat_data_1p0 = web.run(heat_sim_1p0, task_name=\"heat_sim_1p0\")\n",
    "heat_data_1p5 = web.run(heat_sim_1p5, task_name=\"heat_sim_1p5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To visualize our temperature distribution from the heat source, we can add an interactive plot to show a cross-section of the signal waveguide sliding along the propagation (z) axis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "28924814feea45c49d8f5a54ba95655b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=4.0, description='x', max=15.0, min=-15.0, readout_format='.3f', step=…"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# adjust for different sims\n",
    "temp_data = heat_data_0p5\n",
    "\n",
    "\n",
    "import ipywidgets as widgets\n",
    "\n",
    "zs = np.linspace(\n",
    "    temp_data[\"temp\"].monitor.center[2] - temp_data[\"temp\"].monitor.size[2] / 2,\n",
    "    temp_data[\"temp\"].monitor.center[2] + temp_data[\"temp\"].monitor.size[2] / 2,\n",
    "    61,\n",
    ")\n",
    "\n",
    "hmin = temp_data[\"temp\"].monitor.center[0] - temp_data[\"temp\"].monitor.size[0] / 2\n",
    "hmax = temp_data[\"temp\"].monitor.center[0] + temp_data[\"temp\"].monitor.size[0] / 2\n",
    "vmin = temp_data[\"temp\"].monitor.center[1] - temp_data[\"temp\"].monitor.size[1] / 2\n",
    "vmax = temp_data[\"temp\"].monitor.center[1] + temp_data[\"temp\"].monitor.size[1] / 2\n",
    "\n",
    "field_slider = widgets.FloatSlider(\n",
    "    value=4,\n",
    "    min=zs[0],\n",
    "    max=zs[-1],\n",
    "    step=None,\n",
    "    disabled=False,\n",
    "    continuous_update=True,\n",
    "    orientation=\"horizontal\",\n",
    "    readout=True,\n",
    "    readout_format=\".3f\",\n",
    ")\n",
    "\n",
    "\n",
    "def update_wg_plot(x):\n",
    "    if x not in zs:\n",
    "        x = min(zs, key=lambda zz: abs(zz - x))\n",
    "    fig, ax = plt.subplots(figsize=(6, 5))\n",
    "    slice_temp = temp_data[\"temp\"].temperature.plane_slice(axis=2, pos=x)\n",
    "    slice_temp.plot(\n",
    "        cmap=\"jet\", grid=False, vmax=np.max(temp_data[\"temp\"].temperature.values), ax=ax\n",
    "    )\n",
    "    temp_data.simulation.plot_structures(\n",
    "        z=x, fill=False, ax=ax, hlim=[hmin, hmax], vlim=[vmin, vmax]\n",
    "    )\n",
    "    ax.set_title(f\"Temperature at z = {x:.3f} µm\")\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "widgets.interactive(update_wg_plot, x=field_slider)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will also plot the temperature profile through the middle of the structure to show the distribution along the waveguide all at once."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x500 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 3, figsize=(6, 5))\n",
    "heat_data_0p5[\"temp\"].temperature.plane_slice(axis=1, pos=0).plot(grid=False, cmap=\"jet\", ax=ax[0])\n",
    "heat_data_1p0[\"temp\"].temperature.plane_slice(axis=1, pos=0).plot(grid=False, cmap=\"jet\", ax=ax[1])\n",
    "heat_data_1p5[\"temp\"].temperature.plane_slice(axis=1, pos=0).plot(grid=False, cmap=\"jet\", ax=ax[2])\n",
    "\n",
    "ax[0].set_title(\"0.5 µm gap\")\n",
    "ax[1].set_title(\"1.0 µm gap\")\n",
    "ax[2].set_title(\"1.5 µm gap\")\n",
    "\n",
    "fig.suptitle(\"Temperature profiles at y=0\")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "From this temperature distribution, we see that the middle section should have more of a perturbation. To verify this, we will visualize the change in refractive index along the propagation direction of the signal waveguide."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    }
   ],
   "source": [
    "heat_line_0p5 = heat_data_0p5[\"temp\"].temperature.line_slice(\n",
    "    axis=2, pos=sims[\"0.5\"].structures[1].geometry.center\n",
    ")\n",
    "heat_line_1p0 = heat_data_1p0[\"temp\"].temperature.line_slice(\n",
    "    axis=2, pos=sims[\"1.0\"].structures[1].geometry.center\n",
    ")\n",
    "heat_line_1p5 = heat_data_1p5[\"temp\"].temperature.line_slice(\n",
    "    axis=2, pos=sims[\"1.5\"].structures[1].geometry.center\n",
    ")\n",
    "\n",
    "plt.plot(\n",
    "    heat_line_0p5.z,\n",
    "    np.squeeze(heat_line_0p5.data) * Si_heat_coeff,\n",
    "    color=\"blue\",\n",
    "    label=\"0.5 µm gap\",\n",
    ")\n",
    "plt.plot(\n",
    "    heat_line_1p0.z,\n",
    "    np.squeeze(heat_line_1p0.data) * Si_heat_coeff,\n",
    "    color=\"mediumblue\",\n",
    "    label=\"1.0 µm gap\",\n",
    ")\n",
    "plt.plot(\n",
    "    heat_line_1p5.z,\n",
    "    np.squeeze(heat_line_1p5.data) * Si_heat_coeff,\n",
    "    color=\"darkblue\",\n",
    "    label=\"1.5 µm gap\",\n",
    ")\n",
    "\n",
    "plt.xlabel(\"z (µm)\")\n",
    "plt.ylabel(\"Δn\")\n",
    "plt.title(\"Refractive Index Change in Signal Waveguide vs. z\")\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Final Optical Simulation\n",
    "\n",
    "We are now in a position to see the effect on the signal waveguide from the control signal through the control waveguide. We create a function that modifies our first optical simulations into ones that launch and measure the TE mode through the signal waveguide. Then, using the temperature data of the previous heat simulations, we create heat-perturbed copies to compute the phase changes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "def update_sim_signal_source(sim):\n",
    "    new_source = sim.sources[0].updated_copy(\n",
    "        center=(\n",
    "            sim.structures[1].geometry.center[0],\n",
    "            sim.sources[0].center[1],\n",
    "            sim.sources[0].center[2],\n",
    "        )\n",
    "    )\n",
    "    new_monitor = td.ModeMonitor(\n",
    "        center=(\n",
    "            sim.structures[1].geometry.center[0],\n",
    "            sim.structures[1].geometry.center[1],\n",
    "            sim.center[2] - sim.size[2] / 2 + 1,\n",
    "        ),\n",
    "        size=new_source.size,\n",
    "        name=\"mode\",\n",
    "        freqs=[freq0],\n",
    "        mode_spec=new_source.mode_spec,\n",
    "    )\n",
    "\n",
    "    new_sim = sim.updated_copy(sources=[new_source], monitors=[new_monitor], medium=SiO2.optical)\n",
    "    return new_sim\n",
    "\n",
    "\n",
    "sims_opt, sims_opt_perturbed = {}, {}\n",
    "\n",
    "sims_opt[\"0.5\"] = update_sim_signal_source(sims[\"0.5\"])\n",
    "sims_opt[\"1.0\"] = update_sim_signal_source(sims[\"1.0\"])\n",
    "sims_opt[\"1.5\"] = update_sim_signal_source(sims[\"1.5\"])\n",
    "\n",
    "sims_opt_perturbed[\"0.5\"] = sims_opt[\"0.5\"].perturbed_mediums_copy(\n",
    "    temperature=heat_data_0p5[\"temp\"].temperature\n",
    ")\n",
    "sims_opt_perturbed[\"1.0\"] = sims_opt[\"1.0\"].perturbed_mediums_copy(\n",
    "    temperature=heat_data_1p0[\"temp\"].temperature\n",
    ")\n",
    "sims_opt_perturbed[\"1.5\"] = sims_opt[\"1.5\"].perturbed_mediums_copy(\n",
    "    temperature=heat_data_1p5[\"temp\"].temperature\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We create batches for the perturbed and unperturbed simulations and run them."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "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\">0.5             → <span style=\"color: #008000; text-decoration-color: #008000\">success</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:00:02</span>\n",
       "1.0             → <span style=\"color: #008000; text-decoration-color: #008000\">success</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:00:02</span>\n",
       "1.5             → <span style=\"color: #008000; text-decoration-color: #008000\">success</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:00:02</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "0.5             → \u001b[32msuccess\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:00:02\u001b[0m\n",
       "1.0             → \u001b[32msuccess\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:00:02\u001b[0m\n",
       "1.5             → \u001b[32msuccess\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:00:02\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    },
    {
     "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\">11:20:12 UTC </span>Batch complete.                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m11:20:12 UTC\u001b[0m\u001b[2;36m \u001b[0mBatch complete.                                                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    },
    {
     "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",
     "transient": {}
    }
   ],
   "source": [
    "opt_unperturbed_batch = td.web.Batch(simulations=sims_opt)\n",
    "opt_perturbed_batch = td.web.Batch(simulations=sims_opt_perturbed)\n",
    "\n",
    "# Run all the simulations and get the results.\n",
    "opt_unperturbed = opt_unperturbed_batch.run()\n",
    "opt_perturbed = opt_perturbed_batch.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We now compute the phase changes between the heated and unheated simulations for each gap, and plot the phase change vs gap length."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data",
     "transient": {}
    }
   ],
   "source": [
    "phase_0p5_unp = np.angle(opt_unperturbed[\"0.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n",
    "phase_0p5_p = np.angle(opt_perturbed[\"0.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n",
    "\n",
    "phase_1p0_unp = np.angle(opt_unperturbed[\"1.0\"][\"mode\"].amps.sel(direction=\"-\").values)\n",
    "phase_1p0_p = np.angle(opt_perturbed[\"1.0\"][\"mode\"].amps.sel(direction=\"-\").values)\n",
    "\n",
    "phase_1p5_unp = np.angle(opt_unperturbed[\"1.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n",
    "phase_1p5_p = np.angle(opt_perturbed[\"1.5\"][\"mode\"].amps.sel(direction=\"-\").values)\n",
    "\n",
    "phase_shift_0p5 = np.squeeze(phase_0p5_p - phase_0p5_unp)\n",
    "phase_shift_1p0 = np.squeeze(phase_1p0_p - phase_1p0_unp)\n",
    "phase_shift_1p5 = np.squeeze(phase_1p5_p - phase_1p5_unp)\n",
    "\n",
    "phase_shifts = [phase_shift_0p5, phase_shift_1p0, phase_shift_1p5]\n",
    "\n",
    "plt.plot(\n",
    "    [0.5, 1.0, 1.5],\n",
    "    phase_shifts,\n",
    "    marker=\"o\",\n",
    "    linestyle=\"-\",\n",
    "    linewidth=2,\n",
    "    color=\"tab:blue\",\n",
    ")\n",
    "plt.xticks([0.5, 1.0, 1.5])\n",
    "plt.xlabel(\"Gap (µm)\")\n",
    "plt.ylabel(\"Phase Shift (rad)\")\n",
    "plt.title(\"Phase Shift vs. Gap\")\n",
    "plt.xlim(0.4, 1.6)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "applications": [
   "Active photonic integrated circuit components"
  ],
  "description": "This example demonstrates the usage of the Tidy3D to calculate absorbed optical power, its resultant heating, and the corresponding optical heat perturbation on the silicon-on-insulator (SOI) platform.",
  "feature_image": "./img/photothermal_waveguide.png",
  "features": [
   "Heat",
   "Perturbation medium"
  ],
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "silicon, SOI, Tidy3D, heat, doped",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.8"
  },
  "title": "Photo-thermal optical control in silicon waveguides"
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
