{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "568b3cae-6a1b-41ab-b3d9-8d8190de802e",
   "metadata": {},
   "source": [
    "# Co-planar waveguide in RF photonics part 1: basic transmission line benchmark"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ebeff9c-f6db-412c-97eb-7c883e59421c",
   "metadata": {},
   "source": [
    "**Note**: this notebook requires Tidy3D version 2.10.0rc1 or later."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1187e70-6aa6-417a-93fc-082528ee17e2",
   "metadata": {},
   "source": [
    "The co-planar waveguide (CPW) is a transmission line commonly used in RF photonics due to its compact planar nature, ease of fabrication, and resistance to external EM interference. In this notebook series, we will examine the CPW in the context of a Mach-Zehnder modulator (MZM).\n",
    "\n",
    "In part one (this notebook), we will start with a simple CPW on a dielectric substrate. The goal is to demonstrate the typical 2D and 3D workflow in Tidy3D's RF solver. We will also benchmark key results against other commercial RF simulation software.\n",
    "\n",
    "In [part two](https://www.flexcompute.com/tidy3d/examples/notebooks/CPWRFPhotonics2/), we will simulate the CPW with the MZM optical waveguide. A 2D mode analysis will first be performed on the conventional layout, followed by a 3D simulation of segmented electrode design. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c48d0914-dfb5-4b2a-8970-1d957eb42eb6",
   "metadata": {},
   "source": [
    "<center><img src=\"./img/cpw_rf_photonics_1_render.png\" width=480 /></center>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1071b980-19c0-4b93-8425-c0a7757be4f1",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:57.589187Z",
     "iopub.status.busy": "2025-12-05T22:13:57.588799Z",
     "iopub.status.idle": "2025-12-05T22:13:59.340112Z",
     "shell.execute_reply": "2025-12-05T22:13:59.339674Z"
    }
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import tidy3d as td\n",
    "import tidy3d.rf as rf\n",
    "from tidy3d import web\n",
    "\n",
    "td.config.logging.level = \"ERROR\""
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e63afeb-9c29-4337-ba62-eb5709852a03",
   "metadata": {},
   "source": [
    "## Building the simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90ac7055-75f1-4fd9-9917-da308862ce19",
   "metadata": {},
   "source": [
    "### Key parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d7f4fe1f-745c-482a-b008-0d0eb2a3afed",
   "metadata": {},
   "source": [
    "We start by defining some key parameters. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c549fc86-980e-4850-81fe-40ae192d3bb6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.341858Z",
     "iopub.status.busy": "2025-12-05T22:13:59.341521Z",
     "iopub.status.idle": "2025-12-05T22:13:59.343837Z",
     "shell.execute_reply": "2025-12-05T22:13:59.343399Z"
    }
   },
   "outputs": [],
   "source": [
    "# Frequency range\n",
    "f_min, f_max = (1e9, 65e9)\n",
    "f0 = (f_max + f_min) / 2\n",
    "freqs = np.linspace(f_min, f_max, 201)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6a769b5-549d-4786-b240-d4b824be4f0d",
   "metadata": {},
   "source": [
    "The CPW dimensions are defined below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f8344111-4f3e-4159-965c-cdf97a56667b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.345223Z",
     "iopub.status.busy": "2025-12-05T22:13:59.345132Z",
     "iopub.status.idle": "2025-12-05T22:13:59.346952Z",
     "shell.execute_reply": "2025-12-05T22:13:59.346667Z"
    }
   },
   "outputs": [],
   "source": [
    "# Key dimensions\n",
    "len_inf = 1e5  # Effective infinity\n",
    "G = 5  # CPW gap\n",
    "WS = 30  # Signal trace width\n",
    "WG = 350  # Ground trace width\n",
    "T = 1  # Conductor thickness\n",
    "H = len_inf  # Substrate thickness\n",
    "W_sub = len_inf  # Substrate width\n",
    "W_cpw = WS + 2 * (G + WG)  # Total CPW width\n",
    "L = 2000  # Waveguide length"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "04b2d755-27a0-4e6b-b619-506e015e18c7",
   "metadata": {},
   "source": [
    "### Material and Geometry"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a288a19-da40-4692-b6a0-7627242f1ce4",
   "metadata": {},
   "source": [
    "The substrate is assumed to be lossless. The metal is assumed to have constant conductivity over the frequency range. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "914fa513-9072-43a5-92c8-922dcc235b53",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.347979Z",
     "iopub.status.busy": "2025-12-05T22:13:59.347893Z",
     "iopub.status.idle": "2025-12-05T22:13:59.349666Z",
     "shell.execute_reply": "2025-12-05T22:13:59.349432Z"
    }
   },
   "outputs": [],
   "source": [
    "# Material properties\n",
    "cond = 41  # Conductivity in S/um\n",
    "eps = 4.5  # Relative permittivity, substrate\n",
    "\n",
    "# Define EM mediums\n",
    "med_sub = td.Medium(permittivity=eps)\n",
    "med_metal = rf.LossyMetalMedium(conductivity=cond, frequency_range=(f_min, f_max))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf430152-33f5-4984-af4c-dbcb6c8f1804",
   "metadata": {},
   "source": [
    "The CPW geometry is created below. The substrate is assumed to occupy the lower half-space of the simulation domain. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "249d436d-1144-4ede-8680-f060fb848d71",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.350868Z",
     "iopub.status.busy": "2025-12-05T22:13:59.350784Z",
     "iopub.status.idle": "2025-12-05T22:13:59.353747Z",
     "shell.execute_reply": "2025-12-05T22:13:59.353462Z"
    }
   },
   "outputs": [],
   "source": [
    "# Create substrate\n",
    "str_sub_layer = td.Structure(\n",
    "    geometry=td.Box.from_bounds(rmin=(-W_sub / 2, -H, -len_inf), rmax=(W_sub / 2, 0, len_inf)),\n",
    "    medium=med_sub,\n",
    ")\n",
    "\n",
    "# Create CPW\n",
    "geom_sig = td.Box.from_bounds(rmin=(-WS / 2, 0, -len_inf), rmax=(WS / 2, T, len_inf))\n",
    "geom_gnd1 = td.Box.from_bounds(rmin=(-WS / 2 - G - WG, 0, -len_inf), rmax=(-WS / 2 - G, T, len_inf))\n",
    "geom_gnd2 = geom_gnd1.reflected((1, 0, 0))\n",
    "geom_cpw = td.GeometryGroup(geometries=[geom_sig, geom_gnd1, geom_gnd2])\n",
    "str_cpw = td.Structure(geometry=geom_cpw, medium=med_metal)\n",
    "\n",
    "# Full structure list\n",
    "structure_list = [str_sub_layer, str_cpw]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9533498e-1efe-4a62-b8d2-80574393855a",
   "metadata": {},
   "source": [
    "### Grid and Boundary"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d15565ef-82ef-4f19-a088-9e51e6a22f11",
   "metadata": {},
   "source": [
    "The simulation domain is surrounded by Perfectly Matched Layers (PMLs) by default. We add quarter-wavelength padding on all sides of the simulation to ensure that the external boundaries do not encroach on the near-field. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d60900f9-0d41-48e8-9ff0-0259b8c74429",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.354760Z",
     "iopub.status.busy": "2025-12-05T22:13:59.354674Z",
     "iopub.status.idle": "2025-12-05T22:13:59.356189Z",
     "shell.execute_reply": "2025-12-05T22:13:59.355970Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define simulation size\n",
    "padding = td.C_0 / f_max / 4\n",
    "sim_LX = W_cpw + 2 * padding\n",
    "sim_LY = W_cpw + 2 * padding\n",
    "sim_LZ = L + 2 * padding"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d0a0101-dc9a-456f-9be6-569a0b811ff9",
   "metadata": {},
   "source": [
    "The simulation grid is automatically generated based on the minimum wavelength in the respective dielectric medium. In RF problems, the field is especially enhanced near metallic structures. For more accurate results, we use the `LayerRefinementSpec` feature to automatically refine the grid near metallic edges and corners. \n",
    "\n",
    "To learn more about the `LayerRefinementSpec` feature, please refer to the [API documentation page](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.LayerRefinementSpec.html) or the [tutorial page](https://www.flexcompute.com/tidy3d/examples/notebooks/LayerRefinement/). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7566a242-34eb-44dc-8331-b9480aeece48",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.357376Z",
     "iopub.status.busy": "2025-12-05T22:13:59.357294Z",
     "iopub.status.idle": "2025-12-05T22:13:59.359435Z",
     "shell.execute_reply": "2025-12-05T22:13:59.359178Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define Layer refinement spec\n",
    "lr_spec = rf.LayerRefinementSpec.from_structures(\n",
    "    structures=[str_cpw],\n",
    "    min_steps_along_axis=5,\n",
    "    corner_refinement=td.GridRefinement(dl=T / 5, num_cells=2),\n",
    "    refinement_inside_sim_only=False,\n",
    ")\n",
    "\n",
    "# Overall grid specification\n",
    "grid_spec = td.GridSpec.auto(\n",
    "    min_steps_per_wvl=12,\n",
    "    wavelength=td.C_0 / f_max,\n",
    "    layer_refinement_specs=[lr_spec],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d047a619-9f41-4834-9791-5221cf5199bd",
   "metadata": {},
   "source": [
    "### Monitors"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "44430f71-51c6-4787-b084-3e258aa5e4e9",
   "metadata": {},
   "source": [
    "We define a field monitor for visualization purposes below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "19e05161-e03c-4c0b-8191-9dd841d4e4a6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.360554Z",
     "iopub.status.busy": "2025-12-05T22:13:59.360462Z",
     "iopub.status.idle": "2025-12-05T22:13:59.362205Z",
     "shell.execute_reply": "2025-12-05T22:13:59.361958Z"
    }
   },
   "outputs": [],
   "source": [
    "mon_1 = td.FieldMonitor(\n",
    "    center=(0, 0, 0), size=(td.inf, 0, td.inf), freqs=[f_min, f0, f_max], name=\"field cpw plane\"\n",
    ")\n",
    "\n",
    "monitor_list = [mon_1]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5910b76f-c2fc-48ac-a55f-3df6fe6cec04",
   "metadata": {},
   "source": [
    "### Wave Ports"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0aac3852-889f-4b23-bef3-2cfb1ef24489",
   "metadata": {},
   "source": [
    "Wave ports are used to excite the CPW. It is important to ensure that the width of the ports are slightly smaller than the overall width spanned by the CPW side ground traces. We also define voltage and current specifications used to calculate the port impedance. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "6e9df262-b3a6-41c8-8f82-52ec4842aee0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.363521Z",
     "iopub.status.busy": "2025-12-05T22:13:59.363431Z",
     "iopub.status.idle": "2025-12-05T22:13:59.367636Z",
     "shell.execute_reply": "2025-12-05T22:13:59.367375Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define current integration path (loop)\n",
    "current_spec = rf.AxisAlignedCurrentIntegralSpec(\n",
    "    center=(0, T / 2, -L / 2), size=(WS + G, 5 * T, 0), sign=\"+\"\n",
    ")\n",
    "# Define voltage integration path (line)\n",
    "voltage_spec = rf.AxisAlignedVoltageIntegralSpec(\n",
    "    center=((WS + G) / 2, T / 2, -L / 2),\n",
    "    size=(G, 0, 0),\n",
    "    sign=\"-\",\n",
    ")\n",
    "# Define specification for computing characteristic impedance\n",
    "Z_VI_impedance_spec = rf.CustomImpedanceSpec(voltage_spec=voltage_spec, current_spec=current_spec)\n",
    "# Define port specification\n",
    "wave_port_mode_spec = rf.MicrowaveModeSpec(\n",
    "    num_modes=1, target_neff=np.sqrt((eps + 1) / 2), impedance_specs=(Z_VI_impedance_spec,)\n",
    ")\n",
    "# Define wave ports\n",
    "WP1 = rf.WavePort(\n",
    "    center=(0, 0, -L / 2),\n",
    "    size=(W_cpw - 50, W_cpw - 50, 0),\n",
    "    mode_spec=wave_port_mode_spec,\n",
    "    direction=\"+\",\n",
    "    name=\"WP1\",\n",
    ")\n",
    "# Update the mode spec for the second wave port. We only need to update the sign of the current specification, since coordinates along\n",
    "# the longitudinal direction are ignored, and the ports are identical in the transverse plane.\n",
    "wave_port_mode_spec = wave_port_mode_spec.updated_copy(\n",
    "    path=\"impedance_specs/0/\", current_spec=current_spec.updated_copy(sign=\"-\")\n",
    ")\n",
    "WP2 = WP1.updated_copy(\n",
    "    center=(0, 0, L / 2),\n",
    "    mode_spec=wave_port_mode_spec,\n",
    "    direction=\"-\",\n",
    "    name=\"WP2\",\n",
    ")\n",
    "\n",
    "# List of all ports\n",
    "port_list = [WP1, WP2]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "12730e2c-1a56-4fcb-9f06-86246b0b229f",
   "metadata": {},
   "source": [
    "### Define Simulation and `TerminalComponentModeler`"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b8171882-8676-4644-8039-96a75ca58def",
   "metadata": {},
   "source": [
    "The base `Simulation` object contains information about the overall simulation environment. The `TerminalComponentModeler` object is used in 3D simulations to conduct a port and frequency sweep in order to obtain the full S-parameter matrix. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "47db30ba-cdb4-4c43-9f57-f85a7cd7a98a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.368766Z",
     "iopub.status.busy": "2025-12-05T22:13:59.368678Z",
     "iopub.status.idle": "2025-12-05T22:13:59.380099Z",
     "shell.execute_reply": "2025-12-05T22:13:59.379840Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define base simulation\n",
    "sim = td.Simulation(\n",
    "    size=(sim_LX, sim_LY, sim_LZ),\n",
    "    grid_spec=grid_spec,\n",
    "    structures=structure_list,\n",
    "    monitors=monitor_list,\n",
    "    run_time=1e-9,\n",
    "    symmetry=(1, 0, 0),\n",
    "    shutoff=1e-8,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "64ee507d-c1d1-409e-b9f8-086a92b82346",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.381332Z",
     "iopub.status.busy": "2025-12-05T22:13:59.381244Z",
     "iopub.status.idle": "2025-12-05T22:13:59.383109Z",
     "shell.execute_reply": "2025-12-05T22:13:59.382859Z"
    }
   },
   "outputs": [],
   "source": [
    "# Define TerminalComponentModeler\n",
    "tcm = rf.TerminalComponentModeler(\n",
    "    simulation=sim,\n",
    "    ports=port_list,\n",
    "    freqs=freqs,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "42c2b666-fdab-4368-a731-2720e96dd71a",
   "metadata": {},
   "source": [
    "### Visualization"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dffa1671-c6e6-439f-ad2e-ce6cc2d2079a",
   "metadata": {},
   "source": [
    "We can inspect the grid to ensure a suitable level of refinement. The plots below show the full CPW (left) and the CPW gap (right). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "6d626ca3-c367-4cc4-ad93-07645bf2c9dc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.384337Z",
     "iopub.status.busy": "2025-12-05T22:13:59.384249Z",
     "iopub.status.idle": "2025-12-05T22:13:59.694889Z",
     "shell.execute_reply": "2025-12-05T22:13:59.694580Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Inspect transverse grid\n",
    "fig, ax = plt.subplots(1, 2, figsize=(10, 6))\n",
    "tcm.plot_sim(z=-L / 2, ax=ax[0], monitor_alpha=0)\n",
    "sim.plot_grid(z=-L / 2, ax=ax[0], hlim=(-sim_LX / 2, sim_LX / 2), vlim=(-sim_LY / 2, sim_LY / 2))\n",
    "sim.plot(z=-L / 2, ax=ax[1], monitor_alpha=0)\n",
    "sim.plot_grid(z=-L / 2, ax=ax[1], hlim=(10, 30), vlim=(-10, 10))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "a4f8bd14-bc22-4c40-953b-08392cc2c903",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.696230Z",
     "iopub.status.busy": "2025-12-05T22:13:59.696135Z",
     "iopub.status.idle": "2025-12-05T22:13:59.914967Z",
     "shell.execute_reply": "2025-12-05T22:13:59.914433Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot top view and wave ports (green/blue)\n",
    "fig, ax = plt.subplots(figsize=(12, 5))\n",
    "sim.plot_grid(y=0, ax=ax)\n",
    "tcm.plot_sim(\n",
    "    y=0.0, ax=ax, monitor_alpha=0, vlim=(-sim_LZ / 2, sim_LZ / 2), hlim=(-W_cpw * 0.6, 0.6 * W_cpw)\n",
    ")\n",
    "ax.set_aspect(0.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1966ca2a-1f76-48f9-b20f-23a7553d3218",
   "metadata": {},
   "source": [
    "## 2D Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f9a5bd1-552f-4acb-b31e-64a79745cda2",
   "metadata": {},
   "source": [
    "In this section, we will perform a 2D mode analysis on the CPW and extract key transmission line parameters. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ca6999c-990e-415f-8f52-fec7d5b927ce",
   "metadata": {},
   "source": [
    "### Run Mode Solver"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6398a3f5-1cf9-4f71-a90f-80b023c67f45",
   "metadata": {},
   "source": [
    "The 2D mode analysis is performed with a `ModeSolver` object. We can easily create one from the wave port using the `to_mode_solver()` method. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "34f7794e-3fab-473f-9213-782ac42b6789",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.916278Z",
     "iopub.status.busy": "2025-12-05T22:13:59.916180Z",
     "iopub.status.idle": "2025-12-05T22:13:59.919867Z",
     "shell.execute_reply": "2025-12-05T22:13:59.919457Z"
    }
   },
   "outputs": [],
   "source": [
    "# Obtain mode solver from wave port\n",
    "mode_solver = WP1.to_mode_solver(simulation=sim, freqs=freqs)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b0c8891f-0feb-45ed-9535-d0feb9a4d526",
   "metadata": {},
   "source": [
    "We run the mode solver below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "e84ee11e-a7fd-43da-9329-6829e463aa10",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:13:59.920890Z",
     "iopub.status.busy": "2025-12-05T22:13:59.920799Z",
     "iopub.status.idle": "2025-12-05T22:14:33.335533Z",
     "shell.execute_reply": "2025-12-05T22:14:33.335024Z"
    }
   },
   "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\">17:14:00 EST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'CPW mode solver'</span> with resource_id                    \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0'</span> and task_type            \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'MODE_SOLVER'</span>.                                                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:00 EST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'CPW mode solver'\u001b[0m with resource_id                    \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0'\u001b[0m and task_type            \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'MODE_SOLVER'\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/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">47d6-89c6-209f03d9e8b0'</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=977091;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=708214;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=977091;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=621195;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[32mmo\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=977091;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[32m-2f761aa2-99ba-\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=977091;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[32m47d6-89c6-209f03d9e8b0'\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=316622;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": "71e0af6de5e8413bb29b73fc892892ab",
       "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\">17:14:06 EST </span>Estimated FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.022</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> to get the billed  \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>FlexCredit cost after a simulation run.                            \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:06 EST\u001b[0m\u001b[2;36m \u001b[0mEstimated FlexCredit cost: \u001b[1;36m0.022\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 to get the billed  \n",
       "\u001b[2;36m             \u001b[0mFlexCredit cost after a simulation run.                            \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\">17:14:07 EST </span>status = queued                                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:07 EST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                    \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>To cancel the simulation, use <span style=\"color: #008000; text-decoration-color: #008000\">'web.abort(task_id)'</span> or              \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'web.delete(task_id)'</span> or abort/delete the task in the web UI.      \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Terminating the Python script will not stop the job running on the \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>cloud.                                                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or              \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.      \n",
       "\u001b[2;36m             \u001b[0mTerminating the Python script will not stop the job running on the \n",
       "\u001b[2;36m             \u001b[0mcloud.                                                             \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5685d084ae454f7186a19d7eb7c52fc9",
       "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\">17:14:19 EST </span>starting up solver                                                 \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:19 EST\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                 \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>running solver                                                     \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                     \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\">17:14:29 EST </span>status = success                                                   \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:29 EST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                   \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"
    },
    {
     "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 simulation result at                                          \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">'https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\" target=\"_blank\"><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">47d6-89c6-209f03d9e8b0'</span></a><span style=\"color: #000080; text-decoration-color: #000080; text-decoration: underline\">.</span>                                           \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                          \n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=232991;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=696028;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=232991;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=29034;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[4;34mmo\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=232991;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[4;34m-2f761aa2-99ba-\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=232991;https://tidy3d.simulation.cloud/workbench?taskId=mo-2f761aa2-99ba-47d6-89c6-209f03d9e8b0\u001b\\\u001b[4;34m47d6-89c6-209f03d9e8b0'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                           \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "0b24d25970c34f0d83d7e22fe5434eb9",
       "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\">17:14:33 EST </span>Loading simulation from data/WP1_mode_data.hdf5                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:33 EST\u001b[0m\u001b[2;36m \u001b[0mLoading simulation from data/WP1_mode_data.hdf5                    \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Run mode solver\n",
    "mode_data = web.run(mode_solver, task_name=\"CPW mode solver\", path=\"data/WP1_mode_data.hdf5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf19be38-17d0-4e14-8ea8-0ec97a131bf4",
   "metadata": {},
   "source": [
    "### Mode Profile"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adc96667-f2da-4f6d-9e43-32b41b808417",
   "metadata": {},
   "source": [
    "First, let us examine the mode profile. The left plot depicts $\\text{Re}(E_x)$ while the right plot shows the field magnitude in dB. (The divide-by-zero warnings are due to the field magnitude being zero in the metallic regions.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "e63b1de6-a98b-4bc1-9541-c6457fad3637",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:33.435709Z",
     "iopub.status.busy": "2025-12-05T22:14:33.435636Z",
     "iopub.status.idle": "2025-12-05T22:14:34.202636Z",
     "shell.execute_reply": "2025-12-05T22:14:34.202161Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/dmarek/dev/custom_tidy/.venv/lib/python3.13/site-packages/xarray/computation/apply_ufunc.py:818: RuntimeWarning: divide by zero encountered in log10\n",
      "  result_data = func(*input_data)\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Preview mode field\n",
    "fig, ax = plt.subplots(1, 2, figsize=(10, 4), tight_layout=True)\n",
    "mode_solver.plot_field(field_name=\"Ex\", val=\"real\", f=f_max, mode_index=0, ax=ax[0])\n",
    "mode_solver.plot_field(\n",
    "    field_name=\"E\", val=\"abs^2\", scale=\"dB\", f=f_max, mode_index=0, ax=ax[1], vmin=-40, vmax=0\n",
    ")\n",
    "for axis in ax:\n",
    "    axis.set_xlim(-200, 200)\n",
    "    axis.set_ylim(-200, 200)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "99aec61f-13ed-434c-a462-e96079c11204",
   "metadata": {},
   "source": [
    "### Effective Index, Loss, and Line Impedance"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c8a20f03-f11e-47a3-9aa8-447ad1fc500f",
   "metadata": {},
   "source": [
    "The key properties that determine a guided mode are effective index $n_\\text{eff}$, attenuation $\\alpha$, and characteristic impedance $Z_0$. We demonstrate how to obtain those values below. \n",
    "\n",
    "We extract the first three quantities, $n_\\text{eff}$, $\\alpha$, and $\\alpha$, directly from the mode solver data. Then, we use them to compute the complex propagation constant $\\gamma = \\beta + j\\alpha$. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ca2f5df1-9b58-41b7-906c-70bd531cb906",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:34.204166Z",
     "iopub.status.busy": "2025-12-05T22:14:34.204061Z",
     "iopub.status.idle": "2025-12-05T22:14:34.909712Z",
     "shell.execute_reply": "2025-12-05T22:14:34.909263Z"
    }
   },
   "outputs": [],
   "source": [
    "# Gather alpha, neff from mode solver results\n",
    "neff_mode = mode_data.modes_info[\"n eff\"].squeeze()\n",
    "alphadB_mode = mode_data.modes_info[\"loss (dB/cm)\"].squeeze()\n",
    "# Get alpha, beta\n",
    "alpha_mode = mode_data.alpha.isel(mode_index=0)\n",
    "beta_mode = mode_data.beta.isel(mode_index=0)\n",
    "# Gamma in 1/mm\n",
    "gamma_mode = (alpha_mode + 1j * beta_mode) * 1e-3"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "afd74024-fe28-4376-9896-c2b617f770cd",
   "metadata": {},
   "source": [
    "The characteristic line impedance $Z_0$ is retrieved from the mode solver data as well. Note the use of `np.conjugate()` to convert from the physics phase convention (used in Tidy3D) to the standard electrical engineering phase convention."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "fa1a600a-94e4-4f8d-b0c1-7d4a8de7f9e4",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:34.911721Z",
     "iopub.status.busy": "2025-12-05T22:14:34.911612Z",
     "iopub.status.idle": "2025-12-05T22:14:34.913516Z",
     "shell.execute_reply": "2025-12-05T22:14:34.913222Z"
    }
   },
   "outputs": [],
   "source": [
    "# Retrieve the characteristic impedance from the mode impedance.\n",
    "Z0_mode = np.conjugate(mode_data.transmission_line_data.Z0.isel(mode_index=0)).squeeze()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fea0abd0-e026-4d9f-a4bf-1cf9b5b8d02b",
   "metadata": {},
   "source": [
    "Next, we plot the transmission line mode. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "890dcba3-d120-4a06-99f5-0315e7cf5482",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:34.914899Z",
     "iopub.status.busy": "2025-12-05T22:14:34.914804Z",
     "iopub.status.idle": "2025-12-05T22:14:35.089870Z",
     "shell.execute_reply": "2025-12-05T22:14:35.089513Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot V and I integration paths\n",
    "fig, ax = plt.subplots(figsize=(10, 3))\n",
    "mode_solver.plot_field(field_name=\"Ex\", val=\"real\", f=f0, ax=ax)\n",
    "current_spec.plot(z=-L / 2, ax=ax)\n",
    "voltage_spec.plot(z=-L / 2, ax=ax)\n",
    "ax.set_xlim(-WS - G, WS + G)\n",
    "ax.set_ylim(-15, 15)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "029826fc-f455-497d-9608-f9a83041e5d0",
   "metadata": {},
   "source": [
    "For comparison purposes, we import benchmark data obtained from other commercial RF simulation software. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c63e190f-f667-4ca7-b96a-da3fb259bb26",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.091391Z",
     "iopub.status.busy": "2025-12-05T22:14:35.091288Z",
     "iopub.status.idle": "2025-12-05T22:14:35.094051Z",
     "shell.execute_reply": "2025-12-05T22:14:35.093758Z"
    }
   },
   "outputs": [],
   "source": [
    "# Import benchmark data\n",
    "freqs_ben1, neff_ben1, alphadB_ben1, Zre_ben1 = np.genfromtxt(\n",
    "    \"misc/cpw_fem_mode.csv\", delimiter=\",\", unpack=True\n",
    ")\n",
    "freqs_ben2, neff_ben2, alphadB_ben2, Zre_ben2 = np.genfromtxt(\n",
    "    \"misc/cpw_fit_mode.csv\", delimiter=\",\", unpack=True\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d485b49-b6cb-4c94-b51a-1b5238dddab9",
   "metadata": {},
   "source": [
    "The three quantities are plotted below. The results compare very well with the benchmark data. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "920db8da-8e9c-4d67-9e32-1560b581a21f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.095348Z",
     "iopub.status.busy": "2025-12-05T22:14:35.095254Z",
     "iopub.status.idle": "2025-12-05T22:14:35.097337Z",
     "shell.execute_reply": "2025-12-05T22:14:35.097095Z"
    }
   },
   "outputs": [],
   "source": [
    "def comparison_plot(data, data_ben1, data_ben2, err_band, ax):\n",
    "    \"\"\"Generate comparison plot of three datasets with fractional error band based on dataset\"\"\"\n",
    "    ax.plot(freqs / 1e9, data, label=\"RF Solver\")\n",
    "    ax.plot(freqs_ben1, data_ben1, ls=\"--\", color=\"#555555\", label=\"Commercial FEM\")\n",
    "    ax.plot(freqs_ben2, data_ben2, ls=\":\", color=\"#555555\", label=\"Commercial FIT\")\n",
    "    ax.fill_between(\n",
    "        freqs / 1e9,\n",
    "        (1 + err_band) * data,\n",
    "        (1 - err_band) * data,\n",
    "        alpha=0.2,\n",
    "        color=\"gray\",\n",
    "        label=f\"$\\\\pm${err_band * 100:.2f}%\",\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "6810c7c1-ceec-478f-9ea1-a58ffc956b5a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.098497Z",
     "iopub.status.busy": "2025-12-05T22:14:35.098416Z",
     "iopub.status.idle": "2025-12-05T22:14:35.420680Z",
     "shell.execute_reply": "2025-12-05T22:14:35.420280Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x1000 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Comparison plots\n",
    "fig, ax = plt.subplots(3, 1, figsize=(10, 10), tight_layout=True)\n",
    "ax[0].set_title(\"Effective index\")\n",
    "comparison_plot(neff_mode, neff_ben1, neff_ben2, 0.005, ax=ax[0])\n",
    "ax[1].set_title(\"Attenuation (dB/cm)\")\n",
    "comparison_plot(alphadB_mode, alphadB_ben1, alphadB_ben2, 0.05, ax=ax[1])\n",
    "ax[2].set_title(\"Real impedance (Ohm)\")\n",
    "comparison_plot(np.real(Z0_mode), Zre_ben1, Zre_ben2, 0.05, ax=ax[2])\n",
    "for axis in ax:\n",
    "    axis.legend()\n",
    "    axis.grid()\n",
    "    axis.set_xlabel(\"f (GHz)\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "860a366c-baca-44e1-887b-7ab44597fc14",
   "metadata": {},
   "source": [
    "### Distributed RLCG transmission line parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cba2ef88-89b4-42d8-b460-a21d8b4c63a2",
   "metadata": {},
   "source": [
    "Using the complex propagation constant $\\gamma$ and the line impedance $Z_0$, we can calculate the RLCG parameters using the following relationships:\n",
    "$$\n",
    "  R = \\text{Re}(\\gamma Z_0), \\quad L = \\text{Im}(\\gamma Z_0)/\\omega, \\quad G = \\text{Re}(\\gamma/Z_0), \\quad C = \\text{Im}(\\gamma/Z_0)/\\omega\n",
    "$$\n",
    "where $\\omega = 2\\pi f$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "f9bd8bd2-bf8f-4876-b305-e2ab5e0a45a8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.422432Z",
     "iopub.status.busy": "2025-12-05T22:14:35.422324Z",
     "iopub.status.idle": "2025-12-05T22:14:35.426186Z",
     "shell.execute_reply": "2025-12-05T22:14:35.425750Z"
    }
   },
   "outputs": [],
   "source": [
    "R_mode = np.real(gamma_mode * Z0_mode)  # Ohm/mm\n",
    "G_mode = np.real(gamma_mode / Z0_mode)  # S/mm\n",
    "L_mode = np.imag(gamma_mode * Z0_mode) / (2 * np.pi * freqs)  # H/mm\n",
    "C_mode = np.imag(gamma_mode / Z0_mode) / (2 * np.pi * freqs)  # F/mm"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1411f352-3611-44ff-93c4-03eac887acb6",
   "metadata": {},
   "source": [
    "The RLCG parameters are shown below. Note that since the dielectric is lossless, $G$ is actually zero and the plotted values are due to numerical noise. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "a8160e7b-fce1-408e-86b0-decb30f15e76",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.427346Z",
     "iopub.status.busy": "2025-12-05T22:14:35.427242Z",
     "iopub.status.idle": "2025-12-05T22:14:35.683118Z",
     "shell.execute_reply": "2025-12-05T22:14:35.682835Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x800 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot RLCG\n",
    "fig, ax = plt.subplots(2, 2, figsize=(10, 8), tight_layout=False)\n",
    "ax[0, 0].plot(freqs / 1e9, R_mode)\n",
    "ax[0, 1].plot(freqs / 1e9, L_mode * 1e9)\n",
    "ax[1, 0].plot(freqs / 1e9, G_mode)\n",
    "ax[1, 1].plot(freqs / 1e9, C_mode * 1e12)\n",
    "titles = [\"R (Ohm/mm)\", \"L (nH/mm)\", \"G (S/mm)\", \"C (pF/mm)\"]\n",
    "for ii, title in enumerate(titles):\n",
    "    ax[ii // 2, ii % 2].set_title(title)\n",
    "    ax[ii // 2, ii % 2].set_xlabel(\"f (GHz)\")\n",
    "    ax[ii // 2, ii % 2].grid()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "29b3a719-2b7f-4959-bc95-392f750ed711",
   "metadata": {},
   "source": [
    "## 3D Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6f304e70-75c3-458b-beb8-384af4c1705d",
   "metadata": {},
   "source": [
    "### Run Simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f0d1e2ad-6cf3-42b3-925a-24527ef8f117",
   "metadata": {},
   "source": [
    "Let us simulate a short section of the CPW to demonstrate the 3D workflow. First, the grid resolution can be reduced from the 2D case. This is because S-parameters generally converge much more quickly than modal parameters. Below, we redefine the grid specification for the 3D case."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "e5759b99-325b-4b5d-a13a-35dc95d809f2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.684709Z",
     "iopub.status.busy": "2025-12-05T22:14:35.684602Z",
     "iopub.status.idle": "2025-12-05T22:14:35.687149Z",
     "shell.execute_reply": "2025-12-05T22:14:35.686767Z"
    }
   },
   "outputs": [],
   "source": [
    "# Layer refinement spec\n",
    "lr_spec_3d = rf.LayerRefinementSpec.from_structures(\n",
    "    structures=[str_cpw],\n",
    "    min_steps_along_axis=2,\n",
    "    corner_refinement=td.GridRefinement(dl=T / 2, num_cells=2),\n",
    "    refinement_inside_sim_only=False,\n",
    ")\n",
    "\n",
    "# Overall grid specification\n",
    "grid_spec_3d = td.GridSpec.auto(\n",
    "    min_steps_per_wvl=12,\n",
    "    wavelength=td.C_0 / f_max,\n",
    "    layer_refinement_specs=[lr_spec_3d],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ae956c90-fe45-4cf8-a77d-d9204e098388",
   "metadata": {},
   "source": [
    "We make an updated copy of the base `Simulation` and `TerminalComponentModeler` using the reduced grid specification."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "8b189569-8b89-42aa-a3c9-0a079fe65ce2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.688399Z",
     "iopub.status.busy": "2025-12-05T22:14:35.688305Z",
     "iopub.status.idle": "2025-12-05T22:14:35.713746Z",
     "shell.execute_reply": "2025-12-05T22:14:35.713314Z"
    }
   },
   "outputs": [],
   "source": [
    "sim_3d = sim.updated_copy(grid_spec=grid_spec_3d)\n",
    "tcm_3d = tcm.updated_copy(simulation=sim_3d)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ac11139-cb5b-487b-a87a-5c44dea9bf78",
   "metadata": {},
   "source": [
    "The simulation is executed below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "eff3bc6a-c74b-47ec-99d3-0220024543dc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:14:35.714968Z",
     "iopub.status.busy": "2025-12-05T22:14:35.714876Z",
     "iopub.status.idle": "2025-12-05T22:17:49.230065Z",
     "shell.execute_reply": "2025-12-05T22:17:49.229693Z"
    }
   },
   "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\">17:14:35 EST </span>Created task <span style=\"color: #008000; text-decoration-color: #008000\">'CPW 3D'</span> with resource_id                             \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><span style=\"color: #008000; text-decoration-color: #008000\">'sid-53f58640-4908-44fa-8b61-14c838eca481'</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;36m17:14:35 EST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'CPW 3D'\u001b[0m with resource_id                             \n",
       "\u001b[2;36m             \u001b[0m\u001b[32m'sid-53f58640-4908-44fa-8b61-14c838eca481'\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-090900a3-45da-41c7-8ffe-562a80b4a9c9\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">'https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8f</span></a>\n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span><a href=\"https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8ffe-562a80b4a9c9\" target=\"_blank\"><span style=\"color: #008000; text-decoration-color: #008000\">fe-562a80b4a9c9'</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=505010;https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8ffe-562a80b4a9c9\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/rf?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=772875;https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8ffe-562a80b4a9c9\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=505010;https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8ffe-562a80b4a9c9\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=235682;https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8ffe-562a80b4a9c9\u001b\\\u001b[32mpa\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=505010;https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8ffe-562a80b4a9c9\u001b\\\u001b[32m-090900a3-45da-41c7-8f\u001b[0m\u001b]8;;\u001b\\\n",
       "\u001b[2;36m             \u001b[0m\u001b]8;id=505010;https://tidy3d.simulation.cloud/rf?taskId=pa-090900a3-45da-41c7-8ffe-562a80b4a9c9\u001b\\\u001b[32mfe-562a80b4a9c9'\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=76275;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": "e8a8b021c9b64c329d76ea5cd10ed550",
       "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\">17:14:43 EST </span>Maximum FlexCredit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.408</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;36m17:14:43 EST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.408\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"
    },
    {
     "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\">17:14:44 EST </span>Subtasks status - CPW 3D                                           \n",
       "<span style=\"color: #7fbfbf; text-decoration-color: #7fbfbf\">             </span>Group ID: <span style=\"color: #008000; text-decoration-color: #008000\">'pa-090900a3-45da-41c7-8ffe-562a80b4a9c9'</span>                \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:44 EST\u001b[0m\u001b[2;36m \u001b[0mSubtasks status - CPW 3D                                           \n",
       "\u001b[2;36m             \u001b[0mGroup ID: \u001b[32m'pa-090900a3-45da-41c7-8ffe-562a80b4a9c9'\u001b[0m                \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "846284969a574e9d8babadf03934fec0",
       "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\">17:14:50 EST </span>Batch status = running                                             \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:14:50 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\">17:17:17 EST </span>Batch status = postprocess                                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:17:17 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\">17:17:42 EST </span>Modeler has finished running successfully.                         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:17:42 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\">17:17:43 EST </span>Billed flex credit cost: <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">0.208</span>.                                    \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:17:43 EST\u001b[0m\u001b[2;36m \u001b[0mBilled flex credit cost: \u001b[1;36m0.208\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"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "271db44a139a48c08910f5b9b085c3d9",
       "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\">17:17:48 EST </span>Loading component modeler data from data/tcm_data_cpw.hdf5         \n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[2;36m17:17:48 EST\u001b[0m\u001b[2;36m \u001b[0mLoading component modeler data from data/tcm_data_cpw.hdf5         \n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "tcm_data = web.run(tcm_3d, task_name=\"CPW 3D\", path=\"data/tcm_data_cpw.hdf5\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35e1f5b0-e74d-4b20-a05e-df6d99e78d55",
   "metadata": {},
   "source": [
    "### S-parameters"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aaa4b3c4-f15b-459c-a1f3-f3981272b9cb",
   "metadata": {},
   "source": [
    "The S-matrix can be calculated using the `smatrix()` method from the `TerminalComponentModelerData` instance `tcm_data` returned by `web.run()`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "2e2bf49a-2d46-45b8-bf95-774febc4cdbc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:50.234044Z",
     "iopub.status.busy": "2025-12-05T22:17:50.233972Z",
     "iopub.status.idle": "2025-12-05T22:17:51.139109Z",
     "shell.execute_reply": "2025-12-05T22:17:51.138536Z"
    }
   },
   "outputs": [],
   "source": [
    "smat = tcm_data.smatrix()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3e71f4a5-0146-434a-b154-67292df1477d",
   "metadata": {},
   "source": [
    "Below, we define some convenience functions to extract the individual $S_{ij}$ entries. The `port_in` and `port_out` coordinates are used to specify the port name/index. Note the use of `np.conjugate()` to convert the S-parameter from the physics phase convention (Tidy3D default) to the standard electrical engineering convention. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "479d6ee3-f4f3-483a-a3ef-2acfc3426c58",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:51.140858Z",
     "iopub.status.busy": "2025-12-05T22:17:51.140752Z",
     "iopub.status.idle": "2025-12-05T22:17:51.143084Z",
     "shell.execute_reply": "2025-12-05T22:17:51.142736Z"
    }
   },
   "outputs": [],
   "source": [
    "def sparam(i, j):\n",
    "    return np.conjugate(smat.data.isel(port_in=j - 1, port_out=i - 1))\n",
    "\n",
    "\n",
    "def sparam_abs(i, j):\n",
    "    return np.abs(sparam(i, j))\n",
    "\n",
    "\n",
    "def sparam_angle(i, j):\n",
    "    return np.unwrap(np.angle(sparam(i, j))) / np.pi * 180\n",
    "\n",
    "\n",
    "def sparam_dB(i, j):\n",
    "    return 20 * np.log10(sparam_abs(i, j))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "02fce5cd-b37c-486d-8a3f-8689bc4ab43d",
   "metadata": {},
   "source": [
    "We import some benchmark data for comparison below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "bf1a5e3b-c2f7-4c61-88a3-e76ea32ce1d3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:51.144390Z",
     "iopub.status.busy": "2025-12-05T22:17:51.144296Z",
     "iopub.status.idle": "2025-12-05T22:17:51.158901Z",
     "shell.execute_reply": "2025-12-05T22:17:51.158358Z"
    }
   },
   "outputs": [],
   "source": [
    "# Import benchmark data\n",
    "freqs_ben1, S11abs_ben1, S11arg_ben1, S21abs_ben1, S21arg_ben1 = np.genfromtxt(\n",
    "    \"misc/cpw_fem_sparam.csv\", delimiter=\",\", unpack=True\n",
    ")\n",
    "freqs_ben2, S11abs_ben2, S11arg_ben2, S21abs_ben2, S21arg_ben2 = np.genfromtxt(\n",
    "    \"misc/cpw_fit_sparam.csv\", delimiter=\",\", unpack=True\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "37286a8c-3390-4de0-b060-a568e36660b4",
   "metadata": {},
   "source": [
    "The insertion loss magnitude and angle are compared below. They agree very well. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "2e0531db-2901-482e-87bd-7f78bceb8af6",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:51.160286Z",
     "iopub.status.busy": "2025-12-05T22:17:51.160197Z",
     "iopub.status.idle": "2025-12-05T22:17:51.162585Z",
     "shell.execute_reply": "2025-12-05T22:17:51.162251Z"
    }
   },
   "outputs": [],
   "source": [
    "def comparison_plot_sparam(data, data_ben1, data_ben2, err_band, ax, err_band_on=True):\n",
    "    \"\"\"Comparison plot of three datasets with fractional error band based on data1\"\"\"\n",
    "    ax.plot(freqs / 1e9, data, label=\"RF Solver\")\n",
    "    ax.plot(freqs_ben1, data_ben1, ls=\"--\", color=\"#555555\", label=\"Commercial FEM\")\n",
    "    ax.plot(freqs_ben2, data_ben2, ls=\":\", color=\"#555555\", label=\"Commercial FIT\")\n",
    "    if err_band_on:\n",
    "        ax.fill_between(\n",
    "            freqs / 1e9,\n",
    "            data + err_band,\n",
    "            data - err_band,\n",
    "            alpha=0.2,\n",
    "            color=\"gray\",\n",
    "            label=f\"$\\\\pm${err_band:.2f} delta S\",\n",
    "        )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "0b21d961-1161-4b30-a386-e1cdbf16f0f7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:51.163804Z",
     "iopub.status.busy": "2025-12-05T22:17:51.163721Z",
     "iopub.status.idle": "2025-12-05T22:17:51.328391Z",
     "shell.execute_reply": "2025-12-05T22:17:51.327962Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Compare insertion loss\n",
    "fig, ax = plt.subplots(2, 1, figsize=(10, 8), tight_layout=True)\n",
    "ax[0].set_title(\"Insertion loss magnitude\")\n",
    "comparison_plot_sparam(sparam_abs(2, 1), S21abs_ben1, S21abs_ben2, 0.01, ax=ax[0])\n",
    "ax[1].set_title(\"Insertion loss angle (degrees)\")\n",
    "comparison_plot_sparam(\n",
    "    sparam_angle(2, 1),\n",
    "    np.unwrap(S21arg_ben1),\n",
    "    np.unwrap(S21arg_ben2),\n",
    "    0.0,\n",
    "    ax=ax[1],\n",
    "    err_band_on=False,\n",
    ")\n",
    "for axis in ax:\n",
    "    axis.legend()\n",
    "    axis.grid()\n",
    "    axis.set_xlabel(\"f (GHz)\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "af0ac024-880c-4ad6-b0a3-421179b4d5a0",
   "metadata": {},
   "source": [
    "Since this is a straight transmission line with no longitudinal variation, the return loss should theoretically be zero. Below, we plot the return loss magnitude in dB. The RF solver is able to achieve a very low level of numerical reflection. The propagating mode is very well matched to the modal absorbing boundary present in each wave port. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "c33f1456-7ebc-437a-b68f-c51ee7a767e0",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:51.329646Z",
     "iopub.status.busy": "2025-12-05T22:17:51.329547Z",
     "iopub.status.idle": "2025-12-05T22:17:51.403914Z",
     "shell.execute_reply": "2025-12-05T22:17:51.403655Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(10, 4), tight_layout=True)\n",
    "ax.set_title(\"Return loss (dB)\")\n",
    "ax.plot(freqs / 1e9, sparam_dB(1, 1))\n",
    "ax.grid()\n",
    "ax.set_xlabel(\"f (GHz)\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4acf07c4-d7dc-4e46-97cd-53ef51ed3ae7",
   "metadata": {},
   "source": [
    "### Field profile"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0eb608e0-ca13-4ac4-bff4-bf59dda19f02",
   "metadata": {},
   "source": [
    "To access the field monitor data, we need to first load the simulation dataset from the `TerminalComponentModelerData` instance. The simulation data is stored in a dictionary indexed by keys in the format `<port name>@<mode number>`. For example, to obtain data for the first (and only) excited mode in wave port 1, we use `WP1@0`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "c2053a55-1dd7-418e-9f69-2427917c21ec",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:51.405281Z",
     "iopub.status.busy": "2025-12-05T22:17:51.405187Z",
     "iopub.status.idle": "2025-12-05T22:17:51.406958Z",
     "shell.execute_reply": "2025-12-05T22:17:51.406548Z"
    },
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# Load monitor data\n",
    "sim_data = tcm_data.data[\"WP1@0\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "50a45831-825e-4d5b-9018-3b0b2df1a4a9",
   "metadata": {},
   "source": [
    "Below, we plot the field magnitude in dB just below the CPW metal plane. (The divide-by-zero error is due to zero field magnitude in some metallic regions.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "260967a5-e5af-4eab-bb12-d9e190f15736",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-12-05T22:17:51.407873Z",
     "iopub.status.busy": "2025-12-05T22:17:51.407792Z",
     "iopub.status.idle": "2025-12-05T22:17:51.631746Z",
     "shell.execute_reply": "2025-12-05T22:17:51.631384Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/dmarek/dev/custom_tidy/.venv/lib/python3.13/site-packages/xarray/computation/apply_ufunc.py:818: RuntimeWarning: divide by zero encountered in log10\n",
      "  result_data = func(*input_data)\n",
      "/home/dmarek/dev/custom_tidy/.venv/lib/python3.13/site-packages/scipy/interpolate/_interpolate.py:497: RuntimeWarning: invalid value encountered in subtract\n",
      "  slope = (y_hi - y_lo) / (x_hi - x_lo)[:, None]\n",
      "/home/dmarek/dev/custom_tidy/.venv/lib/python3.13/site-packages/scipy/interpolate/_interpolate.py:500: RuntimeWarning: invalid value encountered in add\n",
      "  y_new = slope*(x_new - x_lo)[:, None] + y_lo\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 600x1200 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(6, 12), tight_layout=True)\n",
    "sim_data.plot_field(\n",
    "    \"field cpw plane\", field_name=\"E\", val=\"abs\", scale=\"dB\", f=f_max, ax=ax, vmin=-50, vmax=10\n",
    ")\n",
    "ax.set_xlim(-W_cpw / 2, W_cpw / 2)\n",
    "ax.set_ylim(-L / 2, L / 2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7e381aff-3f0d-40da-bc4a-fb2e996e21bb",
   "metadata": {},
   "source": [
    "## Conclusion"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5170ed47-d099-4bb9-9aa4-13e6a397f131",
   "metadata": {},
   "source": [
    "In this notebook, we used the basic CPW as an example to demonstrate the typical Tidy3D RF workflow for modeling transmission lines. We calculated and benchmarked key quantities such as effective index, attenuation, characteristic impedance, and S-parameters. \n",
    "\n",
    "In the [next notebook](https://www.flexcompute.com/tidy3d/examples/notebooks/CPWRFPhotonics2/), we will model the CPW in the context of a Mach-Zehnder modulator. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3d02f9bd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "applications": [
   "Microwave and RF devices"
  ],
  "description": "This notebook demonstrates how to simulate a co-planar waveguide in 2D mode analysis and 3D FDTD. Results are compared with commercial benchmarks.",
  "feature_image": "./img/cpw_rf_photonics_1_render.png",
  "features": [
   "Mode analysis",
   "Wave port",
   "Smatrix plugin"
  ],
  "kernelspec": {
   "display_name": "tidy3d_frontend",
   "language": "python",
   "name": "python3"
  },
  "keywords": "co-planar waveguide, transmission line, mode analysis, s-parameters, photonics, electro-optic modulator, mach-zehnder modulator, microwave, 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": "Co-planar waveguide in RF photonics part 1: basic transmission line benchmark",
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {
     "0b24d25970c34f0d83d7e22fe5434eb9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_f112811b589a4d11a3a6f78b0d268969",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">mode_solver_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">90.0/90.0  </span> • <span style=\"color: #800000; text-decoration-color: #800000\">44.1 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n                                               <span style=\"color: #008000; text-decoration-color: #008000\">MB         </span>                      \n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mmode_solver_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m90.0/90.0  \u001b[0m • \u001b[31m44.1 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n                                               \u001b[32mMB         \u001b[0m                      \n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "2475d9a7dc384015ab4a33509bce63ce": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "271db44a139a48c08910f5b9b085c3d9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_2b763e2a7d7a4f6a8aa78ae81d78573f",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">↓</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">cm_data.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">124.8/124.8 MB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">37.2 MB/s</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;32m↓\u001b[0m \u001b[1;34mcm_data.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m124.8/124.8 MB\u001b[0m • \u001b[31m37.2 MB/s\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "2b763e2a7d7a4f6a8aa78ae81d78573f": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "3b02f234360640b3b10c14ce3ca77d3a": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "5685d084ae454f7186a19d7eb7c52fc9": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_3b02f234360640b3b10c14ce3ca77d3a",
       "msg_id": "",
       "outputs": [
        {
         "data": {
          "text/html": "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000\">🚶 </span> <span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">Waiting for 'CPW mode solver'...</span>\n</pre>\n",
          "text/plain": "\u001b[32m🚶 \u001b[0m \u001b[1;32mWaiting for 'CPW mode solver'...\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "71102642e6904154b33fdb2de63fc70c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "71e0af6de5e8413bb29b73fc892892ab": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_71102642e6904154b33fdb2de63fc70c",
       "msg_id": "",
       "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: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">mode_solver.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">2.7/2.7 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34mmode_solver.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m2.7/2.7 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "846284969a574e9d8babadf03934fec0": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_2475d9a7dc384015ab4a33509bce63ce",
       "msg_id": "",
       "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\">Run Total <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:02:32</span>\n  WP1@0   <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:02:17</span>\n  WP2@0   <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100%</span> <span style=\"color: #808000; text-decoration-color: #808000\">0:02:32</span>\n</pre>\n",
          "text/plain": "Run Total \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:02:32\u001b[0m\n  WP1@0   \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:02:17\u001b[0m\n  WP2@0   \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100%\u001b[0m \u001b[33m0:02:32\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "ad6900cd3482411c986fa2a0cba9a33c": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     },
     "e8a8b021c9b64c329d76ea5cd10ed550": {
      "model_module": "@jupyter-widgets/output",
      "model_module_version": "1.0.0",
      "model_name": "OutputModel",
      "state": {
       "_dom_classes": [],
       "_model_module": "@jupyter-widgets/output",
       "_model_module_version": "1.0.0",
       "_model_name": "OutputModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/output",
       "_view_module_version": "1.0.0",
       "_view_name": "OutputView",
       "layout": "IPY_MODEL_ad6900cd3482411c986fa2a0cba9a33c",
       "msg_id": "",
       "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: #800000; text-decoration-color: #800000; font-weight: bold\">↑</span> <span style=\"color: #000080; text-decoration-color: #000080; font-weight: bold\">modeler.hdf5.gz</span> <span style=\"color: #729c1f; text-decoration-color: #729c1f\">━━━━━━━━━━━━━━━━━━━━━━━━━━━━</span> <span style=\"color: #800080; text-decoration-color: #800080\">100.0%</span> • <span style=\"color: #008000; text-decoration-color: #008000\">2.9/2.9 kB</span> • <span style=\"color: #800000; text-decoration-color: #800000\">?</span> • <span style=\"color: #008080; text-decoration-color: #008080\">0:00:00</span>\n</pre>\n",
          "text/plain": "\u001b[1;31m↑\u001b[0m \u001b[1;34mmodeler.hdf5.gz\u001b[0m \u001b[38;2;114;156;31m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[35m100.0%\u001b[0m • \u001b[32m2.9/2.9 kB\u001b[0m • \u001b[31m?\u001b[0m • \u001b[36m0:00:00\u001b[0m\n"
         },
         "metadata": {},
         "output_type": "display_data"
        }
       ],
       "tabbable": null,
       "tooltip": null
      }
     },
     "f112811b589a4d11a3a6f78b0d268969": {
      "model_module": "@jupyter-widgets/base",
      "model_module_version": "2.0.0",
      "model_name": "LayoutModel",
      "state": {
       "_model_module": "@jupyter-widgets/base",
       "_model_module_version": "2.0.0",
       "_model_name": "LayoutModel",
       "_view_count": null,
       "_view_module": "@jupyter-widgets/base",
       "_view_module_version": "2.0.0",
       "_view_name": "LayoutView",
       "align_content": null,
       "align_items": null,
       "align_self": null,
       "border_bottom": null,
       "border_left": null,
       "border_right": null,
       "border_top": null,
       "bottom": null,
       "display": null,
       "flex": null,
       "flex_flow": null,
       "grid_area": null,
       "grid_auto_columns": null,
       "grid_auto_flow": null,
       "grid_auto_rows": null,
       "grid_column": null,
       "grid_gap": null,
       "grid_row": null,
       "grid_template_areas": null,
       "grid_template_columns": null,
       "grid_template_rows": null,
       "height": null,
       "justify_content": null,
       "justify_items": null,
       "left": null,
       "margin": null,
       "max_height": null,
       "max_width": null,
       "min_height": null,
       "min_width": null,
       "object_fit": null,
       "object_position": null,
       "order": null,
       "overflow": null,
       "padding": null,
       "right": null,
       "top": null,
       "visibility": null,
       "width": null
      }
     }
    },
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}