{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c0e973a8-4e89-4eaf-97a3-59ca0311cde9",
   "metadata": {},
   "source": [
    "# Hybrid microstrip/co-planar waveguide bandpass filter"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1c5399ba-c78b-4bbd-90a9-9322a43197ef",
   "metadata": {},
   "source": [
    "In this notebook, we demonstrate a hybrid microstrip/co-planar waveguide (CPW) bandpass filter designed to operate within the ultra-wideband (UWB) from 3.1-10.6 GHz. The UWB is permitted for unlicensed use in indoor and handheld devices by the Federal Communications Commission (FCC) since 2002. This filter design is proposed by Wang et al. in [1]. \n",
    "\n",
    "The filter uses a 5-pole design. It is driven by input and output microstrip transmission lines. The coupling region between the microstrip signal line, in the top layer, and the CPW, in the bottom layer, accounts for two of the five poles. The remaining three poles come from stepwise changes in the CPW gap width and line length.  "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6cbfb75d-754c-4b61-a14b-4341608eab9c",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/mccpw_render.png\" width=600 /></center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "844df648-1a54-4b62-be7a-f7b9d9552e7c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:16.670882Z",
     "iopub.status.busy": "2025-12-05T22:33:16.670449Z",
     "iopub.status.idle": "2025-12-05T22:33:18.420777Z",
     "shell.execute_reply": "2025-12-05T22:33:18.420274Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "import tidy3d.rf as rf\n",
    "import tidy3d.web as web\n",
    "\n",
    "td.config.logging.level = \"ERROR\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ade9e40c-b952-450c-a73b-56fef43bf876",
   "metadata": {},
   "source": [
    "## Building the Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "67bdbb9c-cb7a-4602-adad-0f3e8388a6cb",
   "metadata": {},
   "source": [
    "### General Parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cca01aab-db30-40e8-9843-da58dc22739a",
   "metadata": {},
   "source": [
    "We define the frequency range of the simulation below, which covers the bandwidth of interest. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5a8b49d6-4523-431d-bec5-9bfec336eec0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.422356Z",
     "iopub.status.busy": "2025-12-05T22:33:18.422094Z",
     "iopub.status.idle": "2025-12-05T22:33:18.424048Z",
     "shell.execute_reply": "2025-12-05T22:33:18.423761Z"
    }
   },
   "outputs": [],
   "source": [
    "# Frequencies and bandwidth\n",
    "(f_min, f_max) = (1e9, 13e9)\n",
    "f0 = (f_min + f_max) / 2\n",
    "freqs = np.linspace(f_min, f_max, 401)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "86909a1c-a05d-48d8-98fd-5e0fef411600",
   "metadata": {},
   "source": [
    "Geometry parameters are defined below. The default length unit is microns, so we define the `mm` conversion factor for convenience. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2c9c579-d699-40e9-b41c-88157f2404b7",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/mccpw_schematic.png\" width=600 /></center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2902fc63-6ba7-4885-86f4-3dce7101d9f5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.425348Z",
     "iopub.status.busy": "2025-12-05T22:33:18.425257Z",
     "iopub.status.idle": "2025-12-05T22:33:18.427323Z",
     "shell.execute_reply": "2025-12-05T22:33:18.427072Z"
    }
   },
   "outputs": [],
   "source": [
    "mm = 1000  # Conversion factor from mm to micron\n",
    "len_inf = 1e6  # Effective infinity\n",
    "\n",
    "# Main dimensions\n",
    "H = 0.635 * mm  # Substrate thickness\n",
    "T = 0.035 * mm  # Metal thickness\n",
    "W = 20 * mm  # Overall width (y)\n",
    "L = 30 * mm  # Overall length (x)\n",
    "\n",
    "# Filter dimensions\n",
    "S1 = 1.1 * mm  # CPW wide gap\n",
    "L1, W1 = (17.54 * mm, 0.92 * mm + 2 * S1)  # CPW negative space\n",
    "L2, W2 = (16.9 * mm, 0.92 * mm)  # CPW middle strip\n",
    "L3, W3 = (9.18 * mm, 0.92 * mm)  # CPW top and bottom strips\n",
    "\n",
    "# Feed dimensions (microstrip)\n",
    "FW = 0.6 * mm  # Feed width\n",
    "LOV = 3.7 * mm  # Overlap length"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e58fc2f6-dc8d-4a17-acf5-a48e8e87372f",
   "metadata": {},
   "source": [
    "The simulation size is defined below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "52f898be-ae93-43cf-9a1c-b89656e20727",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.428461Z",
     "iopub.status.busy": "2025-12-05T22:33:18.428364Z",
     "iopub.status.idle": "2025-12-05T22:33:18.429805Z",
     "shell.execute_reply": "2025-12-05T22:33:18.429570Z"
    }
   },
   "outputs": [],
   "source": [
    "# Sim size\n",
    "sim_LX = 50 * mm\n",
    "sim_LY = 40 * mm\n",
    "sim_LZ = 20 * mm"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "091aca27-2ba9-4ca9-8bf1-02c1c37ce19c",
   "metadata": {},
   "source": [
    "### Medium and Structures"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a3aa248-8cba-40ac-9b4d-3cf9a3e68c86",
   "metadata": {},
   "source": [
    "The substrate is made of RT-Duroid 6010 and assumed lossless. \n",
    "\n",
    "The metal (copper) is assumed to have constant conductivity of `60` S/um over the frequency range. The [`LossyMetalMedium`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.LossyMetalMedium.html) implements a surface impedance boundary condition on the material and fields inside the material are assumed to be zero. This is most accurate when the metal thickness is larger than the skin depth. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "2f49eabd-1163-4e9c-9d69-4c1bf38cf67b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.430950Z",
     "iopub.status.busy": "2025-12-05T22:33:18.430871Z",
     "iopub.status.idle": "2025-12-05T22:33:18.432696Z",
     "shell.execute_reply": "2025-12-05T22:33:18.432463Z"
    }
   },
   "outputs": [],
   "source": [
    "med_air = td.Medium(permittivity=1, name=\"Air\")\n",
    "med_sub = td.Medium(permittivity=10.8, name=\"RT-Duroid 6010\")\n",
    "med_metal = rf.LossyMetalMedium(conductivity=60, frequency_range=(f_min, f_max), name=\"Lossy metal\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2396171-04b8-41f1-93df-9a579bb3a5b9",
   "metadata": {},
   "source": [
    "The structures for the simulation are defined below. First, the substrate. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "82ded140-df23-4056-a6ba-0a6c406e3e38",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.433852Z",
     "iopub.status.busy": "2025-12-05T22:33:18.433767Z",
     "iopub.status.idle": "2025-12-05T22:33:18.435472Z",
     "shell.execute_reply": "2025-12-05T22:33:18.435208Z"
    }
   },
   "outputs": [],
   "source": [
    "# Substrate\n",
    "str_sub = td.Structure(\n",
    "    geometry=td.Box(center=(0, 0, 0), size=(L, W, H)),\n",
    "    medium=med_sub,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a07068ca-573f-406e-af6f-e975654a4206",
   "metadata": {},
   "source": [
    "The bottom metal layer is the CPW filter. We use `geom_hole` to cut out a rectangular hole in the ground plane `geom_plane`. This is done with the `-` operator, which is shorthand for a difference `ClipOperation`. Then we add three strips `geom_top_box`, `geom_mid_box`, and `geom_bot_box` to form the rest of the CPW in a single `GeometryGroup`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3b5de0bc-08cc-4240-bb4f-eacdd3bc01d5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.436504Z",
     "iopub.status.busy": "2025-12-05T22:33:18.436422Z",
     "iopub.status.idle": "2025-12-05T22:33:18.439133Z",
     "shell.execute_reply": "2025-12-05T22:33:18.438879Z"
    }
   },
   "outputs": [],
   "source": [
    "# Bottom plane w/ CPW filter\n",
    "z_bot = -H / 2 - T / 2\n",
    "geom_plane = td.Box(center=(0, 0, z_bot), size=(L, W, T))\n",
    "geom_hole = td.Box(center=(0, 0, z_bot), size=(L1, W1, T))\n",
    "geom_top_box = td.Box(center=(0, W1 / 2 - W3 / 2, z_bot), size=(L3, W3, T))\n",
    "geom_bot_box = geom_top_box.translated(0, -W1 + W3, 0)\n",
    "geom_mid_box = td.Box(center=(0, 0, z_bot), size=(L2, W2, T))\n",
    "geom_bottom_plane = td.GeometryGroup(\n",
    "    geometries=[\n",
    "        geom_top_box,\n",
    "        geom_bot_box,\n",
    "        geom_mid_box,\n",
    "        geom_plane - geom_hole,\n",
    "    ]\n",
    ")\n",
    "str_bottom_plane = td.Structure(geometry=geom_bottom_plane, medium=med_metal)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3193120-d9b7-43a1-8a87-28e224eef78c",
   "metadata": {},
   "source": [
    "The top layer consists of the microstrip signal line. In the overlap section, the line is slightly widened to match the width of the CPW signal strip."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "907e400e-f523-45eb-99e3-3398c7358006",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.440323Z",
     "iopub.status.busy": "2025-12-05T22:33:18.440239Z",
     "iopub.status.idle": "2025-12-05T22:33:18.442599Z",
     "shell.execute_reply": "2025-12-05T22:33:18.442359Z"
    }
   },
   "outputs": [],
   "source": [
    "# Top plane w/ microstrips\n",
    "z_top = H / 2 + T / 2\n",
    "str_feed_1 = td.Structure(\n",
    "    geometry=td.Box(center=((-L - L2) / 4, 0, z_top), size=((L - L2) / 2, FW, T)), medium=med_metal\n",
    ")\n",
    "str_feed_2 = td.Structure(\n",
    "    geometry=td.Box(center=((L + L2) / 4, 0, z_top), size=((L - L2) / 2, FW, T)), medium=med_metal\n",
    ")\n",
    "str_overlap_patch_1 = td.Structure(\n",
    "    geometry=td.Box(center=(-L2 / 2 + LOV / 2, 0, z_top), size=(LOV, W2, T)), medium=med_metal\n",
    ")\n",
    "str_overlap_patch_2 = td.Structure(\n",
    "    geometry=td.Box(center=(L2 / 2 - LOV / 2, 0, z_top), size=(LOV, W2, T)), medium=med_metal\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eac45b6c-bcf5-4673-a65a-f5be1c58211e",
   "metadata": {},
   "source": [
    "Finally, we collect all the structures in a list for later reference. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b7c8dd74-0ddc-4aa2-9ac8-7cb0b6013ede",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.443740Z",
     "iopub.status.busy": "2025-12-05T22:33:18.443655Z",
     "iopub.status.idle": "2025-12-05T22:33:18.445136Z",
     "shell.execute_reply": "2025-12-05T22:33:18.444881Z"
    }
   },
   "outputs": [],
   "source": [
    "# Full structure list\n",
    "str_list_full = [\n",
    "    str_sub,\n",
    "    str_bottom_plane,\n",
    "    str_feed_1,\n",
    "    str_feed_2,\n",
    "    str_overlap_patch_1,\n",
    "    str_overlap_patch_2,\n",
    "]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35490730-1726-47ba-ad32-2090950e119f",
   "metadata": {},
   "source": [
    "### Grid"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "00b9c44d-b4d9-4eaa-a2cd-7d785f960d50",
   "metadata": {},
   "source": [
    "For layered metallic structures such as this, the [`LayerRefinementSpec`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.LayerRefinementSpec.html) feature can be useful to quickly add refinement to metal corners and edges. The key settings here are `min_steps_along_axis=2` and `dl=T/2` for `corner_refinement`. This ensures a good level of refinement for accurate S-parameters. \n",
    "\n",
    "Note that the settings chosen here favor accuracy over cost. For initial design exploration, we recommend reducing `min_steps_along_axis` to `1` and `dl=T` for much lower cost and slightly faster simulation time. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "3b2a24be-4b55-4232-a05b-3937397a94cf",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.446265Z",
     "iopub.status.busy": "2025-12-05T22:33:18.446186Z",
     "iopub.status.idle": "2025-12-05T22:33:18.448233Z",
     "shell.execute_reply": "2025-12-05T22:33:18.447953Z"
    }
   },
   "outputs": [],
   "source": [
    "# Layer refinement for top and bottom metal layers\n",
    "LR1_spec = rf.LayerRefinementSpec(\n",
    "    center=(0, 0, z_top),\n",
    "    size=(td.inf, td.inf, T),\n",
    "    axis=2,\n",
    "    corner_refinement=td.GridRefinement(dl=T / 2, num_cells=2),\n",
    "    min_steps_along_axis=2,\n",
    ")\n",
    "LR2_spec = rf.LayerRefinementSpec(\n",
    "    center=(0, 0, z_bot),\n",
    "    size=(td.inf, td.inf, T),\n",
    "    axis=2,\n",
    "    corner_refinement=td.GridRefinement(dl=T / 2, num_cells=2),\n",
    "    min_steps_along_axis=2,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31e39d0d-f5ad-4b6b-b92a-038c5e82e75c",
   "metadata": {},
   "source": [
    "The rest of the simulation uses an automatic grid, with maximum grid size set by the minimum wavelength."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "75d105f3-83aa-446c-8405-83e02955054b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.449330Z",
     "iopub.status.busy": "2025-12-05T22:33:18.449243Z",
     "iopub.status.idle": "2025-12-05T22:33:18.450782Z",
     "shell.execute_reply": "2025-12-05T22:33:18.450569Z"
    }
   },
   "outputs": [],
   "source": [
    "grid_spec = td.GridSpec.auto(\n",
    "    wavelength=td.C_0 / f_max, min_steps_per_wvl=20, layer_refinement_specs=[LR1_spec, LR2_spec]\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "111d25aa-9542-4d50-ba43-1cd76202e10f",
   "metadata": {},
   "source": [
    "### Monitors"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b7de712b-8053-446d-958b-c3a23818f6c8",
   "metadata": {},
   "source": [
    "We define several field monitors for visualization purposes. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b703550f-5fc2-4f67-ab7e-1bcc578cda1b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.452103Z",
     "iopub.status.busy": "2025-12-05T22:33:18.452019Z",
     "iopub.status.idle": "2025-12-05T22:33:18.454386Z",
     "shell.execute_reply": "2025-12-05T22:33:18.454075Z"
    }
   },
   "outputs": [],
   "source": [
    "# Transverse field monitor\n",
    "mon_1 = td.FieldMonitor(\n",
    "    center=(6.7 * mm, 0, 0),\n",
    "    size=(0, td.inf, td.inf),\n",
    "    freqs=[f_min, f0, f_max],\n",
    "    name=\"field transverse\",\n",
    ")\n",
    "\n",
    "# Longitudinal field monitor\n",
    "mon_2 = td.FieldMonitor(\n",
    "    center=(0, 0, z_top),\n",
    "    size=(td.inf, td.inf, 0),\n",
    "    freqs=[f_min, f0, f_max],\n",
    "    name=\"field microstrip plane\",\n",
    ")\n",
    "mon_3 = td.FieldMonitor(\n",
    "    center=(0, 0, z_bot), size=(td.inf, td.inf, 0), freqs=[f_min, f0, f_max], name=\"field CPW plane\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b14380b5-2b75-4053-b9a3-cc76fb9314e0",
   "metadata": {},
   "source": [
    "### Ports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fdfabbca-4095-4af8-b846-c61b7c24e623",
   "metadata": {},
   "source": [
    "The model is excited by two 50 Ohm [lumped ports](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.smatrix.LumpedPort.html), one for each microstrip line. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "c81dd754-3a07-4294-aa50-c6ce22f71a68",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.455524Z",
     "iopub.status.busy": "2025-12-05T22:33:18.455435Z",
     "iopub.status.idle": "2025-12-05T22:33:18.457449Z",
     "shell.execute_reply": "2025-12-05T22:33:18.457168Z"
    }
   },
   "outputs": [],
   "source": [
    "LP1 = rf.LumpedPort(\n",
    "    center=(-L / 2, 0, 0),\n",
    "    size=(0, FW, H),\n",
    "    voltage_axis=2,\n",
    "    name=\"LP1\",\n",
    "    impedance=50,\n",
    ")\n",
    "LP2 = LP1.updated_copy(center=(L / 2, 0, 0), name=\"LP2\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5f6b4de-d246-4b3e-bcbd-b7acca272297",
   "metadata": {},
   "source": [
    "### Simulation and TerminalComponentModeler"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "51ddc193-a914-47d4-b879-1d57fce75c95",
   "metadata": {},
   "source": [
    "We collect all the previously defined information into a single `Simulation` object. A few notes:\n",
    "* The model is surrounded by PML on all sides to absorb any radiated field. \n",
    "* The model is symmetric about the y-axis, so we set up the `symmetry` parameter accordingly. The value `1` refers to even symmetry (PMC).\n",
    "* The `shutoff` (energy condition for early termination) is lowered to `1e-7` for better small signal accuracy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "4c58d9f2-f6ee-4226-8323-29abcd119815",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.458636Z",
     "iopub.status.busy": "2025-12-05T22:33:18.458547Z",
     "iopub.status.idle": "2025-12-05T22:33:18.478318Z",
     "shell.execute_reply": "2025-12-05T22:33:18.478057Z"
    }
   },
   "outputs": [],
   "source": [
    "sim = td.Simulation(\n",
    "    size=(sim_LX, sim_LY, sim_LZ),\n",
    "    grid_spec=grid_spec,\n",
    "    boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n",
    "    structures=str_list_full,\n",
    "    monitors=[mon_1, mon_2, mon_3],\n",
    "    shutoff=1e-7,\n",
    "    run_time=10e-9,\n",
    "    symmetry=(0, 1, 0),\n",
    "    plot_length_units=\"mm\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afc33eb5-16a3-46b8-b77a-92f09f463887",
   "metadata": {},
   "source": [
    "For RF simulations, we do not run the `Simulation` directly. Instead, we use the [`TerminalComponentModeler`](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.plugins.smatrix.TerminalComponentModeler.html). This is a wrapper object that automatically sets up a port and frequency sweep to yield the full S-parameter matrix."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "3ce0e6f5-947b-4e88-b8b3-1ff21217d230",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.479712Z",
     "iopub.status.busy": "2025-12-05T22:33:18.479577Z",
     "iopub.status.idle": "2025-12-05T22:33:18.481464Z",
     "shell.execute_reply": "2025-12-05T22:33:18.481146Z"
    }
   },
   "outputs": [],
   "source": [
    "tcm = rf.TerminalComponentModeler(\n",
    "    simulation=sim,\n",
    "    ports=[LP1, LP2],\n",
    "    freqs=freqs,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0466e141-42db-4e53-aee4-c9a20e753349",
   "metadata": {},
   "source": [
    "### Visualization"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8beba34-a146-4d1c-8adf-982ad342e606",
   "metadata": {},
   "source": [
    "Before running, it is a good idea to plot the simulation to check the geometry and grid."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "62e75d1c-99d7-4802-9641-3fa5fd1b3a33",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.482607Z",
     "iopub.status.busy": "2025-12-05T22:33:18.482520Z",
     "iopub.status.idle": "2025-12-05T22:33:18.497290Z",
     "shell.execute_reply": "2025-12-05T22:33:18.496967Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"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\" ></div>\n",
       "    <script>\n",
       "        \n",
       "        /**\n",
       "        * Simulation Viewer Injector\n",
       "        *\n",
       "        * Monitors the document for elements being added in the form:\n",
       "        *\n",
       "        *    <div class=\"simulation-viewer\" data-width=\"800\" data-height=\"800\" data-simulation=\"{...}\" />\n",
       "        *\n",
       "        * This script will then inject an iframe to the viewer application, and pass it the simulation data\n",
       "        * via the postMessage API on request. The script may be safely included multiple times, with only the\n",
       "        * configuration of the first started script (e.g. viewer URL) applying.\n",
       "        *\n",
       "        */\n",
       "        (function() {\n",
       "            const TARGET_CLASS = \"simulation-viewer\";\n",
       "            const ACTIVE_CLASS = \"simulation-viewer-active\";\n",
       "            const VIEWER_URL = \"https://tidy3d.simulation.cloud/simulation-viewer\";\n",
       "\n",
       "            class SimulationViewerInjector {\n",
       "                constructor() {\n",
       "                    for (var node of document.getElementsByClassName(TARGET_CLASS)) {\n",
       "                        this.injectViewer(node);\n",
       "                    }\n",
       "\n",
       "                    // Monitor for newly added nodes to the DOM\n",
       "                    this.observer = new MutationObserver(this.onMutations.bind(this));\n",
       "                    this.observer.observe(document.body, {childList: true, subtree: true});\n",
       "                }\n",
       "\n",
       "                onMutations(mutations) {\n",
       "                    for (var mutation of mutations) {\n",
       "                        if (mutation.type === 'childList') {\n",
       "                            /**\n",
       "                            * Have found that adding the element does not reliably trigger the mutation observer.\n",
       "                            * It may be the case that setting content with innerHTML does not trigger.\n",
       "                            *\n",
       "                            * It seems to be sufficient to re-scan the document for un-activated viewers\n",
       "                            * whenever an event occurs, as Jupyter triggers multiple events on cell evaluation.\n",
       "                            */\n",
       "                            var viewers = document.getElementsByClassName(TARGET_CLASS);\n",
       "                            for (var node of viewers) {\n",
       "                                this.injectViewer(node);\n",
       "                            }\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "\n",
       "                injectViewer(node) {\n",
       "                    // (re-)check that this is a valid simulation container and has not already been injected\n",
       "                    if (node.classList.contains(TARGET_CLASS) && !node.classList.contains(ACTIVE_CLASS)) {\n",
       "                        // Mark node as injected, to prevent re-runs\n",
       "                        node.classList.add(ACTIVE_CLASS);\n",
       "\n",
       "                        var uuid;\n",
       "                        if (window.crypto && window.crypto.randomUUID) {\n",
       "                            uuid = window.crypto.randomUUID();\n",
       "                        } else {\n",
       "                            uuid = \"\" + Math.random();\n",
       "                        }\n",
       "\n",
       "                        var frame = document.createElement(\"iframe\");\n",
       "                        frame.width = node.dataset.width || 800;\n",
       "                        frame.height = node.dataset.height || 800;\n",
       "                        frame.style.cssText = `width:${frame.width}px;height:${frame.height}px;max-width:none;border:0;display:block`\n",
       "                        frame.src = VIEWER_URL + \"?uuid=\" + uuid;\n",
       "\n",
       "                        var postMessageToViewer;\n",
       "                        postMessageToViewer = event => {\n",
       "                            if(event.data.type === 'viewer' && event.data.uuid===uuid){\n",
       "                                frame.contentWindow.postMessage({ type: 'jupyter', uuid, value: node.dataset.simulation, fileType: 'hdf5'}, '*');\n",
       "\n",
       "                                // Run once only\n",
       "                                window.removeEventListener('message', postMessageToViewer);\n",
       "                            }\n",
       "                        };\n",
       "                        window.addEventListener(\n",
       "                            'message',\n",
       "                            postMessageToViewer,\n",
       "                            false\n",
       "                        );\n",
       "\n",
       "                        node.appendChild(frame);\n",
       "                    }\n",
       "                }\n",
       "            }\n",
       "\n",
       "            if (!window.simulationViewerInjector) {\n",
       "                window.simulationViewerInjector = new SimulationViewerInjector();\n",
       "            }\n",
       "        })();\n",
       "    \n",
       "    </script>\n",
       "    "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim.plot_3d()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "de842bd1-26a0-44a7-91df-cfbf9c087bfa",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:18.498631Z",
     "iopub.status.busy": "2025-12-05T22:33:18.498538Z",
     "iopub.status.idle": "2025-12-05T22:33:19.242846Z",
     "shell.execute_reply": "2025-12-05T22:33:19.242448Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot top and bottom planes\n",
    "fig, ax = plt.subplots(2, 1, figsize=(9, 8), tight_layout=True)\n",
    "sim.plot_grid(z=z_bot, ax=ax[0])\n",
    "sim.plot(z=z_bot, ax=ax[0], monitor_alpha=0, hlim=(-0.8 * L, 0.8 * L), vlim=(-0.6 * W, 0.6 * W))\n",
    "ax[0].set_title(\"Bottom layer\")\n",
    "sim.plot_grid(z=z_top, ax=ax[1])\n",
    "sim.plot(z=z_top, ax=ax[1], monitor_alpha=0, hlim=(-0.6 * L, 0.6 * L), vlim=(-0.2 * W, 0.2 * W))\n",
    "ax[1].set_title(\"Top layer\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3356065f-03a9-4762-a7ee-f3dcd8b13414",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:19.244033Z",
     "iopub.status.busy": "2025-12-05T22:33:19.243924Z",
     "iopub.status.idle": "2025-12-05T22:33:19.824149Z",
     "shell.execute_reply": "2025-12-05T22:33:19.823793Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot lumped ports\n",
    "fig, ax = plt.subplots(1, 2, figsize=(10, 5), tight_layout=True)\n",
    "tcm.plot_sim(x=-L / 2, ax=ax[0], monitor_alpha=0)\n",
    "sim.plot_grid(x=-L / 2, ax=ax[0], hlim=(-FW, FW), vlim=(2 * z_bot, 2 * z_top))\n",
    "tcm.plot_sim(x=L / 2, ax=ax[1], monitor_alpha=0)\n",
    "sim.plot_grid(x=L / 2, ax=ax[1], hlim=(-FW, FW), vlim=(2 * z_bot, 2 * z_top))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "480bb128-24c1-4265-a1a8-0e2d960062c0",
   "metadata": {},
   "source": [
    "## Run Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "722ddb09-7ae9-49dd-aa75-b86729803fe1",
   "metadata": {},
   "source": [
    "Use the `tidy3d.web.upload()` method to upload the job and get a cost estimate. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "a4368b88-0f75-4ea7-aacf-9af13a716e2a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:19.825523Z",
     "iopub.status.busy": "2025-12-05T22:33:19.825410Z",
     "iopub.status.idle": "2025-12-05T22:33:30.050649Z",
     "shell.execute_reply": "2025-12-05T22:33:30.049104Z"
    }
   },
   "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\">17:33:20 EST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'hybrid_microstrip_filter'</span> with resource_id           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'sid-9399baa9-e38f-4f96-b7b5-b3966cf1744b'</span> and task_type           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'TERMINAL_CM'</span>.                                                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:33:20 EST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'hybrid_microstrip_filter'\u001b[0m with resource_id           \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'sid-9399baa9-e38f-4f96-b7b5-b3966cf1744b'\u001b[0m and task_type           \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'TERMINAL_CM'\u001b[0m.                                                     \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>View task using web UI at                                          \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">dd-56b2750590d9'</span></a>.                                                  \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=752070;https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/rf?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=292306;https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=752070;https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=156866;https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\u001b\\\u001b[32mpa\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=752070;https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\u001b\\\u001b[32m-bc115415-7d48-4e80-95\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=752070;https://tidy3d.simulation.cloud/rf?taskId=pa-bc115415-7d48-4e80-95dd-56b2750590d9\u001b\\\u001b[32mdd-56b2750590d9'\u001b[0m\u001b]8;;\u001b\\.                                                  \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Task folder: <a href=\"https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'default'</span></a>.                                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=342248;https://tidy3d.simulation.cloud/folders/f89aec3e-3357-4624-9c24-096a87582f12\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c1b46050ad50457888c3ad6bc453a7ce",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">17:33:30 EST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.820</span>. Minimum cost depends on task       \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>execution details. Use <span style=\"color: #008000; text-decoration-color: #008000\">'web.real_cost(task_id)'</span> after run.         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:33:30 EST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.820\u001b[0m. Minimum cost depends on task       \n",
       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m after run.         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "task_id = web.upload(tcm, task_name=\"hybrid_microstrip_filter\", verbose=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "88613f35-0099-4816-a39c-a9af46811e46",
   "metadata": {},
   "source": [
    "Next, we start the job and monitor its progress."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "ba1d3995-4d9f-4b50-9331-39fb3295c38b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:33:30.059150Z",
     "iopub.status.busy": "2025-12-05T22:33:30.059079Z",
     "iopub.status.idle": "2025-12-05T22:36:31.782852Z",
     "shell.execute_reply": "2025-12-05T22:36:31.781387Z"
    }
   },
   "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>Subtasks status - hybrid_microstrip_filter                         \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Group ID: <span style=\"color: #008000; text-decoration-color: #008000\">'pa-bc115415-7d48-4e80-95dd-56b2750590d9'</span>                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mSubtasks status - hybrid_microstrip_filter                         \n",
       "\u001b[2;36m             \u001b[0mGroup ID: \u001b[32m'pa-bc115415-7d48-4e80-95dd-56b2750590d9'\u001b[0m                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "efc4997195944fc9a9bf0112ec7a7763",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Batch status = preprocess                                          \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mBatch status = preprocess                                          \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\">17:33:39 EST </span>Batch status = running                                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:33:39 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = running                                             \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\">17:36:14 EST </span>Batch status = postprocess                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:36:14 EST\u001b[0m\u001b[2;36m \u001b[0mBatch status = postprocess                                         \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\">17:36:31 EST </span>Modeler has finished running successfully.                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:36:31 EST\u001b[0m\u001b[2;36m \u001b[0mModeler has finished running successfully.                         \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>Billed flex credit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.656</span>.                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mBilled flex credit cost: \u001b[1;36m0.656\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\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "web.start(task_id)\n",
    "web.monitor(task_id, verbose=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "19c1062a-bcdc-4bee-a487-c032fabb8d77",
   "metadata": {},
   "source": [
    " After the simulation is complete, we load the data and compute the S-matrix."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "a2a5fb1e-2f81-4fef-8ae4-9b9e8cc9c609",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:32.759816Z",
     "iopub.status.busy": "2025-12-05T22:36:32.759733Z",
     "iopub.status.idle": "2025-12-05T22:36:35.157432Z",
     "shell.execute_reply": "2025-12-05T22:36:35.156897Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1f5a02e9312346ef96d0967586bfca1d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"></pre>\n"
      ],
      "text/plain": []
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">17:36:34 EST </span>Loading component modeler data from cm_data.hdf5                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:36:34 EST\u001b[0m\u001b[2;36m \u001b[0mLoading component modeler data from cm_data.hdf5                   \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Load TCM data\n",
    "tcm_data = web.load(task_id)\n",
    "# Calculate S-matrix\n",
    "s_matrix = tcm_data.smatrix()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "34423af4-6711-4d5f-bc97-7bbad1e7ba84",
   "metadata": {},
   "source": [
    "## Results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bfaa0489-851c-4fa3-9f31-0aaae35548d9",
   "metadata": {},
   "source": [
    "### Field Profiles"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1b4d3a89-33c4-4af1-8524-342adf44252a",
   "metadata": {},
   "source": [
    "First, let us examine the field profiles. The field monitor data for a given port excitation can be accessed from the corresponding `SimulationData` instance. The latter is obtained using the appropriate key (the port name) on the `data` attribute of the TCM data instance. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "3b1a1c56-6fbc-43bd-ba66-0de7ce4be4e6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:35.165063Z",
     "iopub.status.busy": "2025-12-05T22:36:35.164994Z",
     "iopub.status.idle": "2025-12-05T22:36:35.166614Z",
     "shell.execute_reply": "2025-12-05T22:36:35.166320Z"
    },
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "sim_data = tcm_data.data[\"LP1\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4176c107-3f5b-424f-8d66-866532811d62",
   "metadata": {},
   "source": [
    "The field profiles are plotted below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "bfeeb23e-a490-4320-9777-f573fa7c5a84",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:35.167700Z",
     "iopub.status.busy": "2025-12-05T22:36:35.167615Z",
     "iopub.status.idle": "2025-12-05T22:36:35.378340Z",
     "shell.execute_reply": "2025-12-05T22:36:35.377958Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Transverse field\n",
    "fig, ax = plt.subplots(figsize=(10, 3))\n",
    "sim_data.plot_field(\"field transverse\", field_name=\"E\", val=\"abs\", scale=\"lin\", f=f0, ax=ax)\n",
    "ax.set_xlim(-W / 2, W / 2)\n",
    "ax.set_ylim(-3 * H, 3 * H)\n",
    "ax.set_title(\"Field magnitude in microstrip-CPW coupling region\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "4a3015c8-dfac-450a-8dff-c0559db1450f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:35.379869Z",
     "iopub.status.busy": "2025-12-05T22:36:35.379727Z",
     "iopub.status.idle": "2025-12-05T22:36:35.997149Z",
     "shell.execute_reply": "2025-12-05T22:36:35.996708Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# In-plane fields\n",
    "fig, ax = plt.subplots(2, 1, figsize=(12, 10))\n",
    "sim_data.plot_field(\"field microstrip plane\", field_name=\"E\", val=\"abs\", f=f0, ax=ax[0])\n",
    "sim_data.plot_field(\"field CPW plane\", field_name=\"E\", val=\"abs\", f=f0, ax=ax[1])\n",
    "for axis in ax:\n",
    "    axis.set_xlim(-0.6 * L, 0.6 * L)\n",
    "    axis.set_ylim(-0.4 * W, 0.4 * W)\n",
    "ax[0].set_title(\"Field magnitude in top plane\")\n",
    "ax[1].set_title(\"Field magnitude in bottom plane\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9a2cc608-403e-4b62-adc3-9b68889c1095",
   "metadata": {},
   "source": [
    "### S-parameters and Group Delay"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5954806-e3fa-435d-94a3-8aff6aa58c73",
   "metadata": {},
   "source": [
    "The desired S-parameter $S_{ij}$ can be extracted from the full `s_matrix` using the `port_in` and `port_out` indices. Since the default phase convention in the solver is the physics convention $e^{-i\\omega t}$, we apply `np.conjugate` to convert the S-parameters to the engineering convention $e^{j\\omega t}$. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "87c999af-34f0-4749-8157-61957db9e18b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:35.998329Z",
     "iopub.status.busy": "2025-12-05T22:36:35.998212Z",
     "iopub.status.idle": "2025-12-05T22:36:36.001103Z",
     "shell.execute_reply": "2025-12-05T22:36:36.000771Z"
    }
   },
   "outputs": [],
   "source": [
    "S11 = np.conjugate(s_matrix.data.isel(port_in=0, port_out=0))\n",
    "S21 = np.conjugate(s_matrix.data.isel(port_in=0, port_out=1))\n",
    "S11dB = 20 * np.log10(np.abs(S11))\n",
    "S21dB = 20 * np.log10(np.abs(S21))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "effda5c6-461f-491a-8dd2-d197aa281f77",
   "metadata": {},
   "source": [
    "For benchmarking purposes, we import comparison data from an identical model run using a commercial FEM solver. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "fa169558-1c0e-44e9-a2a1-c66e4e7fd58d",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:36.001957Z",
     "iopub.status.busy": "2025-12-05T22:36:36.001868Z",
     "iopub.status.idle": "2025-12-05T22:36:36.013383Z",
     "shell.execute_reply": "2025-12-05T22:36:36.012866Z"
    }
   },
   "outputs": [],
   "source": [
    "f_fem, S11dB_fem, S21dB_fem = np.genfromtxt(\n",
    "    fname=\"./misc/mccpw_fem.csv\", delimiter=\",\", unpack=True\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f3bec0b-a05b-42cb-9948-3291c98be235",
   "metadata": {},
   "source": [
    "The insertion and return losses are plotted below. We observe a good match with the commercial FEM benchmark. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "50b84c12-08b8-46c6-92e3-e8445dde0600",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:36.014801Z",
     "iopub.status.busy": "2025-12-05T22:36:36.014698Z",
     "iopub.status.idle": "2025-12-05T22:36:36.195842Z",
     "shell.execute_reply": "2025-12-05T22:36:36.195556Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 5), tight_layout=True)\n",
    "ax.plot(freqs / 1e9, S21dB, \"b\", label=\"|S21|$^2$\")\n",
    "ax.plot(f_fem, S21dB_fem, \"b--\", label=\"|S21|$^2$ (Commercial FEM)\")\n",
    "ax.plot(freqs / 1e9, S11dB, \"r\", label=\"|S11|$^2$\")\n",
    "ax.plot(f_fem, S11dB_fem, \"r--\", label=\"|S11|$^2$ (Commercial FEM)\")\n",
    "ax.add_patch(plt.Rectangle((3.1, 0), 10.6 - 3.1, -50, fc=\"gray\", alpha=0.2, label=\"UWB bandwidth\"))\n",
    "ax.legend()\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"dB\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "058458ec-578b-4492-972f-05c26f1294bf",
   "metadata": {},
   "source": [
    "The filter exhibits a passband that is almost flat and a maximum S11 of approximately -10dB throughout the UWB passband. This is also in good agreement with the experimental results reported in the reference paper. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02ba0da1-6413-4880-86cc-08496284a28e",
   "metadata": {},
   "source": [
    "We can also calculate the group delay\n",
    "$$\n",
    "  \\tau_g(\\omega) \\simeq -\\frac{\\Delta\\phi}{\\Delta\\omega}\n",
    "$$\n",
    "where $\\phi$ is the phase of S21 and $\\omega = 2\\pi f$. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "707ca28b-ddf2-41e2-a8dc-5a6554621a50",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:36:36.197239Z",
     "iopub.status.busy": "2025-12-05T22:36:36.197141Z",
     "iopub.status.idle": "2025-12-05T22:36:36.267145Z",
     "shell.execute_reply": "2025-12-05T22:36:36.266695Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Calculating group delay\n",
    "df = freqs[1] - freqs[0]\n",
    "group_delay_S21 = -np.diff(np.unwrap(np.angle(S21))) / (2 * np.pi * df) * 1e9\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(10, 5), tight_layout=True)\n",
    "ax.plot(freqs[:-1] / 1e9, group_delay_S21, label=\"Group delay\")\n",
    "ax.add_patch(\n",
    "    plt.Rectangle((3.1, 0.1), 10.6 - 3.1, 0.6, fc=\"gray\", alpha=0.2, label=\"UWB bandwidth\")\n",
    ")\n",
    "ax.legend()\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "ax.set_ylabel(\"ns\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "db3924fc-6a82-466f-95a3-b7b313cf5b6a",
   "metadata": {},
   "source": [
    "We observe that the group delay varies between 0.3 to 0.6 ns in the UWB passband. This is close to the 0.46 to 0.74 ns range reported in experimental measurements in the paper. In either case, the maximum variation in group delay is less than 0.3 ns. \n",
    "\n",
    "Outside the UWB passband, we can observe oscillatory behaviour near the limits of the simulation bandwidth. This is due to the small value of |S21|. We can reduce this oscillation by further lowering the `shutoff` value in `Simulation` and extending `run_time`. That said, for this demonstration, it is not a priority since we are primarily interested in behavior within the UWB passband. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad44f985-bde1-4412-a011-03a76b94559c",
   "metadata": {},
   "source": [
    "## Reference"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ede9784-8da4-400b-be90-e98516dac161",
   "metadata": {},
   "source": [
    "[1] Hang Wang, Lei Zhu and W. Menzel, \"Ultra-wideband bandpass filter with hybrid microstrip/CPW structure,\" in IEEE Microwave and Wireless Components Letters, vol. 15, no. 12, pp. 844-846, Dec. 2005, doi: 10.1109/LMWC.2005.860016."
   ]
  }
 ],
 "metadata": {
  "applications": [
   "Microwave and RF devices"
  ],
  "description": "In this notebook, we demonstrate how to simulate a hybrid microstrip-CPW bandpass filter designed for the 3.1-10.6 GHz band. Results are compared against benchmark.",
  "feature_image": "./img/mccpw_render.png",
  "features": [
   "Lumped port",
   "Smatrix plugin"
  ],
  "kernelspec": {
   "display_name": "Python (dev env)",
   "language": "python",
   "name": "tidy3d-dev"
  },
  "keywords": "co-planar waveguide, cpw, transmission line, microstrip, bandpass filter, ultra-wideband",
  "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": "Hybrid microstrip-CPW bandpass filter",
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