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   "source": [
    "# Automatic mesh refinement in layered structures\n",
    "\n",
    "This tutorial demonstrates how to use `LayerRefinementSpec` to automatically refine mesh in layered structures in `Tidy3D`. Those layered structures are commonly found in devices fabricated with printed circuit boards. This tool can identify geometric corners on the layer cross-section, and automatically refine and snap the grids around these critical points. It can also automatically adjust mesh density along the layer thickness direction. This capability is especially valuable for improving simulation accuracy and convergence in cases involving metallic structures, where electromagnetic fields can change dramatically near metal interfaces and even exhibit singular behavior at corners. For background on meshing in FDTD, we recommend first reviewing our [automatic nonuniform meshing](https://docs.flexcompute.com/projects/tidy3d/en/latest/notebooks/AutoGrid.html) tutorial.\n",
    "\n",
    "To demonstrate the key features of `LayerRefinementSpec`, we'll walk through a practical example on a simple patch antenna structure.\n",
    "\n",
    "If you are new to the finite-difference time-domain (FDTD) method, we highly recommend going through our [FDTD101](https://www.flexcompute.com/fdtd101/) tutorials."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
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   "source": [
    "# basic imports\n",
    "import pprint\n",
    "\n",
    "import matplotlib.pylab as plt\n",
    "import numpy as np\n",
    "\n",
    "# tidy3d imports\n",
    "import tidy3d as td\n",
    "import tidy3d.rf as rf"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Simple rectangular patch antenna but with a cutout in the top."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
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   "source": [
    "mm = 1e3  # millimeters\n",
    "\n",
    "# patch antenna dimensions\n",
    "patch_length = 30 * mm\n",
    "patch_width = 30 * mm\n",
    "patch_thickness = 0.02 * mm\n",
    "\n",
    "# transmission line dimensions\n",
    "transmission_width = 2 * mm\n",
    "transmission_length = 90 * mm\n",
    "\n",
    "# slot dimensions\n",
    "slot_width = 5 * mm\n",
    "slot_length = 3 * mm\n",
    "\n",
    "# cutout dimensions\n",
    "cutout_radius = 10 * mm\n",
    "\n",
    "# substrate dimensions\n",
    "sub_length = 50 * mm\n",
    "sub_width = 50 * mm\n",
    "sub_thickness = 1 * mm"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's define the geometry of the patch antenna consisting of a patch, a substrate, and a ground plane."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
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   "source": [
    "# define patch geometry\n",
    "patch_geometry_original = td.Box(\n",
    "    center=(0, 0, 0),\n",
    "    size=(patch_width, patch_length, patch_thickness),\n",
    ")\n",
    "\n",
    "tranmission_line_geometry = td.Box(\n",
    "    center=(0, -transmission_length / 2, 0),\n",
    "    size=(transmission_width, transmission_length, patch_thickness),\n",
    ")\n",
    "\n",
    "slot_geometry = td.Box(\n",
    "    center=(0, -patch_length / 2 + slot_length / 2, 0),\n",
    "    size=(slot_width, slot_length, patch_thickness),\n",
    ")\n",
    "\n",
    "cutout_geometry = td.Cylinder(\n",
    "    center=(0, patch_length / 2, 0),\n",
    "    axis=2,\n",
    "    radius=cutout_radius,\n",
    "    length=patch_thickness,\n",
    ")\n",
    "\n",
    "patch_geometry = (\n",
    "    patch_geometry_original - slot_geometry + tranmission_line_geometry - cutout_geometry\n",
    ")\n",
    "\n",
    "# define ground plane geometry\n",
    "ground_geometry = td.Box(\n",
    "    center=(0, 0, -sub_thickness),\n",
    "    size=(sub_width, sub_length, patch_thickness),\n",
    ")\n",
    "\n",
    "# define substrate geometry\n",
    "sub_geometry = td.Box(\n",
    "    center=(0, 0, -sub_thickness / 2),\n",
    "    size=(sub_width, sub_length, sub_thickness),\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's setup the patch and ground plane structures that are made of PEC, and the substrate structure made of a dielectric material."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
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   "outputs": [],
   "source": [
    "patch = td.Structure(geometry=patch_geometry, medium=td.PEC)\n",
    "ground = td.Structure(geometry=ground_geometry, medium=td.PEC)\n",
    "substrate = td.Structure(geometry=sub_geometry, medium=td.Medium(permittivity=4.4))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's define the structure list. In `Tidy3D`, when two structures overlap, the overlapping region is considered inside the structure that is added latter in the structure list. Thus, we place substrate at the beginning of the structure list to make sure that the thin metal layer is not overridden by the substrate layer under machine precision error."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
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   },
   "outputs": [],
   "source": [
    "structures = [substrate, patch, ground]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The rest of simulation setup with the default non-uniform grid."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
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    {
     "data": {
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       "<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\">17:47:16 EST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
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      "text/plain": [
       "\u001b[2;36m17:47:16 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
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     "data": {
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       "<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><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING messages.                            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m2\u001b[0m\u001b[31m WARNING messages.                            \u001b[0m\n"
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    }
   ],
   "source": [
    "freq0 = 10e9  # 10 GHz\n",
    "wavelength = td.C_0 / freq0\n",
    "resolution = 10\n",
    "grid_spec = td.GridSpec.auto(wavelength=wavelength, min_steps_per_wvl=resolution)\n",
    "\n",
    "sim = td.Simulation(\n",
    "    size=[60 * mm, 60 * mm, 20 * mm],\n",
    "    grid_spec=grid_spec,\n",
    "    structures=structures,\n",
    "    run_time=td.RunTimeSpec(quality_factor=10),\n",
    "    boundary_spec=td.BoundarySpec.pml(),\n",
    "    plot_length_units=\"mm\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note: `Tidy3D` is warning us that the thickness of our metallic structures is too small. They are not resolved by the generated grids. In other words, the grid size is much larger than the structure thickness. However, we may safely ignore this warning throughout this notebook, as we have special subpixel averaging scheme (also known as conformal meshing) for PEC and [LossyMetalMedium](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.LossyMetalMedium.html), with which the simulation is still accurate enough."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, define a helper function to show us the various grids as we go along this example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
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   "source": [
    "# Plot simulation and overlay grid in the yz and xy planes\n",
    "def plot_sim_grid(sim):\n",
    "    fig, ax = plt.subplots(1, 2, figsize=(12, 6))\n",
    "\n",
    "    sim.plot(z=0, ax=ax[0])\n",
    "    sim.plot_grid(z=0, ax=ax[0])\n",
    "    ax[0].set_xlim(-20 * mm, 20 * mm)\n",
    "    ax[0].set_ylim(-20 * mm, 20 * mm)\n",
    "\n",
    "    sim.plot(y=0, ax=ax[1])\n",
    "    sim.plot_grid(y=0, ax=ax[1], override_structures_alpha=0)\n",
    "    ax[1].set_xlim(-5 * mm, 5 * mm)\n",
    "    ax[1].set_ylim(-5 * mm, 5 * mm)\n",
    "\n",
    "    pprint.pp(sim.grid_info)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Default Automatic Non-uniform Grid\n",
    "\n",
    "By default, `Tidy3D` automatically generates nonuniform grids, as detailed in [this tutorial](https://docs.flexcompute.com/projects/tidy3d/en/latest/notebooks/AutoGrid.html). The grid size is modulated by material properties: denser grid points inside materials of higher index of refraction. This scheme is very effective in many cases where the main source of error is numerical dispersion, e.g. photonic simulations where the electromagnetic field behavior is largely dictated by dielectric materials.\n",
    "\n",
    "The figure below shows the default non-uniform grid for this patch antenna example. From the front view (right figure), the mesh is indeed finer in the dielectric substrate compared to the air region. However, from the top view (left figure), we observe that the mesh is not refined around metal interfaces, and the grid point is not snapped to the corners of metallic structures. This can lead to slow convergence for simulations at microwave frequencies, where the main source of error comes from the rapid field variations around metallic interfaces."
   ]
  },
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   "execution_count": 8,
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Nx': 41,\n",
      " 'Ny': 41,\n",
      " 'Nz': 7,\n",
      " 'grid_points': 11767,\n",
      " 'min_grid_size': 1428.5714285714275,\n",
      " 'max_grid_size': 2996.666666666667,\n",
      " 'computational_complexity': 8.236900000000006}\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_sim_grid(sim)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic Layer Refinement Specification\n",
    "\n",
    "Let's create a basic [LayerRefinementSpec](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.LayerRefinementSpec.html) to refine mesh in layered structures where the structure is assumed to be uniform along the layer thickness axis. The layer refinement specification consists of the following elements:\n",
    "\n",
    "1. The geometry of the layer, which is a [Box](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.Box.html). It must be finite along the layer thickness axis, and can be finite or infinite along lateral axes.\n",
    "2. The layer normal axis.\n",
    "3. Mesh refinement specs for the cross-section of the layer.\n",
    "4. Mesh refinement specs along the layer thickness axis.\n",
    "\n",
    "The 1st and 2nd elements are needed for a minimal definition, while the default values for the 3rd and 4th elements are usually good enough. Let's define a layer refinement specification for the patch layer."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:17.033643Z",
     "iopub.status.busy": "2025-12-05T22:47:17.033541Z",
     "iopub.status.idle": "2025-12-05T22:47:17.036029Z",
     "shell.execute_reply": "2025-12-05T22:47:17.035762Z"
    }
   },
   "outputs": [],
   "source": [
    "# 3 ways of defining the layer\n",
    "# 1) from class initialization\n",
    "layer_spec = rf.LayerRefinementSpec(\n",
    "    axis=2,  # z-axis\n",
    "    center=patch_geometry.bounding_box.center,\n",
    "    size=(td.inf, td.inf, patch_thickness),\n",
    ")\n",
    "# 2) from layer bounds\n",
    "layer_spec = rf.LayerRefinementSpec.from_layer_bounds(\n",
    "    axis=2,  # z-axis\n",
    "    bounds=(-patch_thickness / 2, patch_thickness / 2),\n",
    ")\n",
    "# 3) from structures in the same layer\n",
    "layer_spec = rf.LayerRefinementSpec.from_structures(\n",
    "    axis=2,\n",
    "    structures=[patch],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We update the simulation grid spec with the layer refinement spec."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:17.037217Z",
     "iopub.status.busy": "2025-12-05T22:47:17.037128Z",
     "iopub.status.idle": "2025-12-05T22:47:17.323646Z",
     "shell.execute_reply": "2025-12-05T22:47:17.323267Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">17:47:17 EST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:47:17 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING messages.                            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m2\u001b[0m\u001b[31m WARNING messages.                            \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Nx': 46,\n",
      " 'Ny': 45,\n",
      " 'Nz': 11,\n",
      " 'grid_points': 22770,\n",
      " 'min_grid_size': 750.0,\n",
      " 'max_grid_size': 2743.9997663497925,\n",
      " 'computational_complexity': 30.36}\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "grid_spec_basic = grid_spec.updated_copy(layer_refinement_specs=[layer_spec])\n",
    "sim_basic = sim.updated_copy(grid_spec=grid_spec_basic)\n",
    "\n",
    "plot_sim_grid(sim_basic)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The top view (left figure) shows that all corners (magenta dots) are identified. Grid lines now pass through those corners. Mesh refinement structures (dotted squares) are also added around the corners. The front view (right figure) doesn't look much different from the default grid, as the default behavior is just to ensure that a grid line is passing through the lower boundary of the layer. Even though we don't add grids along the normal axis to resolve metal thickness, the simulation in most cases is accurate enough because of our subpixel averaging scheme (also known as conformal meshing)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Advanced Layer Refinement Specification\n",
    "\n",
    "Now let's discuss some more advanced refinement features:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### In-plane Mesh Refinement Around Corners\n",
    "\n",
    "The mesh density around the corners is controlled by the variable `corner_refinement` in the `LayerRefinementSpec` object. One can define explicitly the refined grid size, or implicitly by defining refinement factor where the refined grid size will be the grid size in vacuum divided by the refinement factor. For more details, please refer to the [GridRefinement](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.GridRefinement.html) doc. As an example, let's refine the mesh so that the grid size is 0.5 mm around the corners."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:17.324813Z",
     "iopub.status.busy": "2025-12-05T22:47:17.324698Z",
     "iopub.status.idle": "2025-12-05T22:47:17.326986Z",
     "shell.execute_reply": "2025-12-05T22:47:17.326667Z"
    }
   },
   "outputs": [],
   "source": [
    "# approach 1: specify explicit grid size\n",
    "corner_refinement = td.GridRefinement(dl=0.5 * mm)\n",
    "\n",
    "# approach 2: specify refinement factor\n",
    "grid_size_in_vacuum = wavelength / resolution\n",
    "corner_refinement = td.GridRefinement(refinement_factor=grid_size_in_vacuum / (0.5 * mm))\n",
    "\n",
    "# define layer refinement spec\n",
    "layer_spec = rf.LayerRefinementSpec.from_structures(\n",
    "    axis=2,\n",
    "    structures=[patch],\n",
    "    corner_refinement=corner_refinement,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:17.327837Z",
     "iopub.status.busy": "2025-12-05T22:47:17.327748Z",
     "iopub.status.idle": "2025-12-05T22:47:17.640137Z",
     "shell.execute_reply": "2025-12-05T22:47:17.639681Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING messages.                            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m2\u001b[0m\u001b[31m WARNING messages.                            \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Nx': 83,\n",
      " 'Ny': 68,\n",
      " 'Nz': 11,\n",
      " 'grid_points': 62084,\n",
      " 'min_grid_size': 375.0,\n",
      " 'max_grid_size': 2743.9997663497925,\n",
      " 'computational_complexity': 165.55733333333333}\n"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "grid_spec_finer = grid_spec.updated_copy(layer_refinement_specs=[layer_spec])\n",
    "sim_finer = sim.updated_copy(grid_spec=grid_spec_finer)\n",
    "\n",
    "plot_sim_grid(sim_finer)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Mesh Refinement Along Layer Thickness\n",
    "\n",
    "In addition to the in-plane mesh refinement, very often we want to refine the mesh along the layer thickness axis. In the example above, we want to refine the substrate layer so that it is resolved by at least 2 grid cells. We don't need to detect corners in this layer, so we can simply set `corner_finder` to `None`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:17.641325Z",
     "iopub.status.busy": "2025-12-05T22:47:17.641208Z",
     "iopub.status.idle": "2025-12-05T22:47:17.956143Z",
     "shell.execute_reply": "2025-12-05T22:47:17.955585Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING message.                             </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m1\u001b[0m\u001b[31m WARNING message.                             \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Nx': 83,\n",
      " 'Ny': 68,\n",
      " 'Nz': 17,\n",
      " 'grid_points': 95948,\n",
      " 'min_grid_size': 375.0,\n",
      " 'max_grid_size': 2000.886252686876,\n",
      " 'computational_complexity': 255.86133333333333}\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# define layer refinement spec for substrate layer\n",
    "subs_layer_spec = rf.LayerRefinementSpec.from_structures(\n",
    "    axis=2,\n",
    "    structures=[substrate],\n",
    "    corner_finder=None,\n",
    "    min_steps_along_axis=2,\n",
    ")\n",
    "\n",
    "grid_spec_subs = grid_spec.updated_copy(layer_refinement_specs=[subs_layer_spec, layer_spec])\n",
    "sim_subs = sim.updated_copy(grid_spec=grid_spec_subs)\n",
    "\n",
    "plot_sim_grid(sim_subs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Similar to in-plane mesh refinement, we can also refine around the layer boundaries along the normal axis, which is defined by the `bounds_refinement` variable in the `LayerRefinementSpec` object. Additionally, we can specify whether to snap grid lines to the layer boundaries, which is controlled by the `bounds_snapping` variable."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Automatic thin gap and strip meshing\n",
    "\n",
    "Let us now consider a situation where the model geometry contains thin metal gaps and/or strips that need to be resolved. We start with a grid specification containing no layer refinements."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:17.957450Z",
     "iopub.status.busy": "2025-12-05T22:47:17.957339Z",
     "iopub.status.idle": "2025-12-05T22:47:18.250051Z",
     "shell.execute_reply": "2025-12-05T22:47:18.249494Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING messages.                            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m2\u001b[0m\u001b[31m WARNING messages.                            \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "teeth_width = 0.5 * mm\n",
    "teeth_length = 15 * mm\n",
    "teeth_x_locs = [3 * mm, 4.5 * mm, 7 * mm]\n",
    "\n",
    "slot_y_locs = [-9 * mm, -7 * mm, -3 * mm]\n",
    "\n",
    "teeth_geometry = td.GeometryGroup(\n",
    "    geometries=[\n",
    "        td.Box(\n",
    "            center=(x, 10 * mm, 0),\n",
    "            size=(teeth_width, teeth_length, patch_thickness),\n",
    "        )\n",
    "        for x in teeth_x_locs\n",
    "    ]\n",
    ")\n",
    "\n",
    "slots_geometry = td.GeometryGroup(\n",
    "    geometries=[\n",
    "        td.Box(\n",
    "            center=(0, y, 0),\n",
    "            size=(teeth_length, teeth_width, patch_thickness),\n",
    "        )\n",
    "        for y in slot_y_locs\n",
    "    ]\n",
    ")\n",
    "\n",
    "patch_with_thin_features_geometry = patch_geometry + teeth_geometry - slots_geometry\n",
    "patch_with_thin_features = td.Structure(geometry=patch_with_thin_features_geometry, medium=td.PEC)\n",
    "\n",
    "sim_thin_features = sim.updated_copy(structures=[substrate, patch_with_thin_features, ground])\n",
    "\n",
    "\n",
    "def plot_sim_with_zooms(sim):\n",
    "    fig, ax = plt.subplots(1, 3, figsize=(15, 6))\n",
    "\n",
    "    sim.plot(z=0, ax=ax[0])\n",
    "    sim.plot_grid(z=0, ax=ax[0])\n",
    "    ax[0].set_xlim(-20 * mm, 20 * mm)\n",
    "    ax[0].set_ylim(-20 * mm, 20 * mm)\n",
    "\n",
    "    sim.plot(z=0, ax=ax[1])\n",
    "    sim.plot_grid(z=0, ax=ax[1], override_structures_alpha=0)\n",
    "    ax[1].set_xlim(-10 * mm, 0 * mm)\n",
    "    ax[1].set_ylim(-10 * mm, 0 * mm)\n",
    "\n",
    "    sim.plot(z=0, ax=ax[2])\n",
    "    sim.plot_grid(z=0, ax=ax[2], override_structures_alpha=0)\n",
    "    ax[2].set_xlim(0 * mm, 10 * mm)\n",
    "    ax[2].set_ylim(10 * mm, 20 * mm)\n",
    "\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "plot_sim_with_zooms(sim_thin_features)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As one can see, without special layer refinement the grid is not fine enough to resolve the thin features. Next we add layer refinement with default parameters to the grid specification."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:18.251267Z",
     "iopub.status.busy": "2025-12-05T22:47:18.251152Z",
     "iopub.status.idle": "2025-12-05T22:47:19.114652Z",
     "shell.execute_reply": "2025-12-05T22:47:19.114108Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">17:47:18 EST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:47:18 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING messages.                            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m2\u001b[0m\u001b[31m WARNING messages.                            \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1500x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "layer_spec_with_gap_meshing = rf.LayerRefinementSpec(\n",
    "    axis=2,  # z-axis\n",
    "    center=patch_geometry.bounding_box.center,\n",
    "    size=(td.inf, td.inf, patch_thickness),\n",
    ")\n",
    "\n",
    "grid_spec_with_gap_meshing = grid_spec.updated_copy(\n",
    "    layer_refinement_specs=[layer_spec_with_gap_meshing]\n",
    ")\n",
    "sim_thin_features_with_gap_meshing = sim_thin_features.updated_copy(\n",
    "    grid_spec=grid_spec_with_gap_meshing\n",
    ")\n",
    "\n",
    "plot_sim_with_zooms(sim_thin_features_with_gap_meshing)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With these modifications the thin features are taken into account during the grid generation. This is done by automatic thin gap and strip meshing capability of `LayerRefinementSpec`. \n",
    "Specifically, it is controlled by the `gap_meshing_iters` and `dl_min_from_gap_width` parameters. The first one defines the maximum number of iterations of gap meshing, \n",
    "while the second one defines whether automatically detected gap/strip widths should be used to determine the minimum grid spacing. \n",
    "\n",
    "Increasing the number of gap meshing iterations from the default value of 1 to a larger number can help to resolve especially challenging thin features, \n",
    "typically those with a small aspect ratio and oriented at an angle to the Cartesian axes, as in the following example. Note that if the gap meshing successfully resolves all detected thin features \n",
    "before the specified number of iterations, it automatically stops."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:19.115703Z",
     "iopub.status.busy": "2025-12-05T22:47:19.115596Z",
     "iopub.status.idle": "2025-12-05T22:47:19.927329Z",
     "shell.execute_reply": "2025-12-05T22:47:19.926943Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">17:47:19 EST </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:47:19 EST\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING messages.                            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m2\u001b[0m\u001b[31m WARNING messages.                            \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>INFO: Grid is no longer changing. Stopping iterative gap meshing   \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>after <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span>/<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">5</span> iterations.                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mINFO: Grid is no longer changing. Stopping iterative gap meshing   \n",
       "\u001b[2;36m             \u001b[0mafter \u001b[1;36m2\u001b[0m/\u001b[1;36m5\u001b[0m iterations.                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1500x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "layer_spec_more_gap_meshing_iters = rf.LayerRefinementSpec(\n",
    "    axis=2,  # z-axis\n",
    "    center=patch_geometry.bounding_box.center,\n",
    "    size=(td.inf, td.inf, patch_thickness),\n",
    "    gap_meshing_iters=5,\n",
    ")\n",
    "grid_spec_with_more_gap_meshing_iters = grid_spec.updated_copy(\n",
    "    layer_refinement_specs=[layer_spec_more_gap_meshing_iters]\n",
    ")\n",
    "\n",
    "rotated_slots_geometry = slots_geometry.rotated(axis=2, angle=-np.pi / 5)\n",
    "\n",
    "patch_with_rotated_slots_geometry = patch_geometry + teeth_geometry - rotated_slots_geometry\n",
    "patch_with_rotated_slots = td.Structure(geometry=patch_with_rotated_slots_geometry, medium=td.PEC)\n",
    "\n",
    "td.config.logging.level = \"INFO\"  # to see the progress of the gap meshing\n",
    "sim_thin_features_with_more_gap_meshing_iters = sim_thin_features.updated_copy(\n",
    "    grid_spec=grid_spec_with_more_gap_meshing_iters,\n",
    "    structures=[substrate, patch_with_rotated_slots, ground],\n",
    ")\n",
    "\n",
    "plot_sim_with_zooms(sim_thin_features_with_more_gap_meshing_iters)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Setting the `dl_min_from_gap_width` parameter to `False` can be helpful when it is necessary to attempt to resolve the thin features with a grid spacing that is not determined by the gap width. \n",
    "The success of this approach depends on the specific geometry of the thin features and the grid spacing, especially if the grid snapping for corners and the one for resolving thin features are conflicting with each other."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:47:19.928921Z",
     "iopub.status.busy": "2025-12-05T22:47:19.928799Z",
     "iopub.status.idle": "2025-12-05T22:47:20.258105Z",
     "shell.execute_reply": "2025-12-05T22:47:20.257621Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: A structure has a nonzero dimension along axis z, which is</span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">however too small compared to the generated mesh step along that   </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">direction. This could produce unpredictable results. We recommend  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">increasing the resolution, or adding a mesh override structure to  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">ensure that all geometries are at least one pixel thick along all  </span>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">dimensions.                                                        </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: A structure has a nonzero dimension along axis z, which is\u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mhowever too small compared to the generated mesh step along that   \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdirection. This could produce unpredictable results. We recommend  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mincreasing the resolution, or adding a mesh override structure to  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mensure that all geometries are at least one pixel thick along all  \u001b[0m\n",
       "\u001b[2;36m             \u001b[0m\u001b[31mdimensions.                                                        \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #800000; text-decoration-color: #800000\">WARNING: Suppressed </span><span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"color: #800000; text-decoration-color: #800000\"> WARNING messages.                            </span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Suppressed \u001b[0m\u001b[1;36m2\u001b[0m\u001b[31m WARNING messages.                            \u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>INFO: Grid is no longer changing. Stopping iterative gap meshing   \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>after <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span>/<span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> iterations.                                              \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mINFO: Grid is no longer changing. Stopping iterative gap meshing   \n",
       "\u001b[2;36m             \u001b[0mafter \u001b[1;36m1\u001b[0m/\u001b[1;36m1\u001b[0m iterations.                                              \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1500x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "layer_spec_with_gap_meshing_no_dl_min = rf.LayerRefinementSpec(\n",
    "    axis=2,  # z-axis\n",
    "    center=patch_geometry.bounding_box.center,\n",
    "    size=(td.inf, td.inf, patch_thickness),\n",
    "    gap_meshing_iters=1,\n",
    "    dl_min_from_gap_width=True,\n",
    "    corner_finder=None,\n",
    ")\n",
    "\n",
    "grid_spec_with_gap_meshing_no_dl_min = grid_spec.updated_copy(\n",
    "    layer_refinement_specs=[layer_spec_with_gap_meshing_no_dl_min]\n",
    ")\n",
    "sim_thin_features_with_gap_meshing_no_dl_min = sim_thin_features.updated_copy(\n",
    "    grid_spec=grid_spec_with_gap_meshing_no_dl_min\n",
    ")\n",
    "\n",
    "plot_sim_with_zooms(sim_thin_features_with_gap_meshing_no_dl_min)"
   ]
  }
 ],
 "metadata": {
  "description": "This notebook demonstrates how to use LayerRefinementSpec for automatic mesh refinement in layered structures.",
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "keywords": "mesh refinement, automatic meshing, layered structures, PCB, printed circuit board, microwave, RF, Tidy3D, FDTD",
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.7"
  },
  "title": "Automatic Mesh Refinement In Layered Structures in Tidy3D | Flexcompute"
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
