{ "cells": [ { "cell_type": "markdown", "id": "4f8d4a61", "metadata": {}, "source": [ "# Bragg grating: transmission and reflection stopband\n", "\n", "Twenty-four side-corrugated periods form a connected silicon Bragg guide sampled on both stopband shoulders and at its center.\n", "\n", "This executable notebook follows the same progression as the official Tidy3D\n", "example: inspect parameters, construct geometry and ports, plot the actual\n", "voxelized scene, execute one broadband FDTDX simulation, visualize the recorded\n", "electric field, and compare the reduced observables with a frozen Tidy3D result." ] }, { "cell_type": "markdown", "id": "3c0758d5", "metadata": {}, "source": [ "## Imports and accelerator" ] }, { "cell_type": "code", "execution_count": 1, "id": "442472c1", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:40:25.174786Z", "iopub.status.busy": "2026-08-16T19:40:25.174616Z", "iopub.status.idle": "2026-08-16T19:40:28.405024Z", "shell.execute_reply": "2026-08-16T19:40:28.404540Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "JAX devices: [CudaDevice(id=0)]\n" ] } ], "source": [ "import os\n", "os.environ.setdefault(\"XLA_PYTHON_CLIENT_PREALLOCATE\", \"false\")\n", "\n", "from time import perf_counter\n", "import warnings\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import jax\n", "import fdtdx\n", "from IPython import get_ipython\n", "\n", "from benchmarks.device_specs import MODE_PORT_SPECS\n", "\n", "get_ipython().run_line_magic(\"matplotlib\", \"inline\")\n", "warnings.filterwarnings(\"ignore\", category=FutureWarning, module=r\"tidy3d\\.components\\.mode\")\n", "plt.rcParams.update({\"figure.figsize\": (9, 4.5), \"figure.dpi\": 120})\n", "CASE_ID = \"device_bragg_grating\"\n", "UM = 1e-6\n", "spec = MODE_PORT_SPECS[CASE_ID]\n", "print(f\"JAX devices: {jax.devices()}\")" ] }, { "cell_type": "markdown", "id": "ed10fde1", "metadata": {}, "source": [ "## 1. Physical and numerical parameters" ] }, { "cell_type": "code", "execution_count": 2, "id": "0f4f0f81", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:40:28.406457Z", "iopub.status.busy": "2026-08-16T19:40:28.406214Z", "iopub.status.idle": "2026-08-16T19:40:28.413705Z", "shell.execute_reply": "2026-08-16T19:40:28.413217Z" } }, "outputs": [ { "data": { "text/html": [ "
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value
domain (µm)(10.0, 3.0, 1.4)
center wavelength (µm)1.532
monitor wavelengths (µm)(1.48, 1.532, 1.58)
grid pitch (µm)0.025
maximum run time (ps)3.0
background index1.444
device thickness (µm)0.22
PML cells per face8
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" ], "text/plain": [ " value\n", "domain (µm) (10.0, 3.0, 1.4)\n", "center wavelength (µm) 1.532\n", "monitor wavelengths (µm) (1.48, 1.532, 1.58)\n", "grid pitch (µm) 0.025\n", "maximum run time (ps) 3.0\n", "background index 1.444\n", "device thickness (µm) 0.22\n", "PML cells per face 8" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "24 periods of the notebook's 324 nm side-corrugated silicon Bragg guide; three stopband samples.\n" ] } ], "source": [ "parameters = pd.Series(\n", " {\n", " \"domain (µm)\": spec.domain_um,\n", " \"center wavelength (µm)\": spec.wavelength0_um,\n", " \"monitor wavelengths (µm)\": spec.wavelengths_um,\n", " \"grid pitch (µm)\": spec.dl_um,\n", " \"maximum run time (ps)\": spec.run_time_s * 1e12,\n", " \"background index\": spec.background_index,\n", " \"device thickness (µm)\": spec.thickness_um,\n", " \"PML cells per face\": spec.pml_layers,\n", " },\n", " name=\"value\",\n", ")\n", "display(parameters.to_frame())\n", "print(spec.adaptation)" ] }, { "cell_type": "markdown", "id": "6a48dc8b", "metadata": {}, "source": [ "## 2. Geometry and ports\n", "\n", "The plotted vertices below are the arrays passed to `fdtdx.ExtrudedPolygon`.\n", "Port arrows use the same centers and propagation directions passed to the source\n", "and mode-overlap detectors." ] }, { "cell_type": "code", "execution_count": 3, "id": "4f4b795f", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:40:28.414902Z", "iopub.status.busy": "2026-08-16T19:40:28.414769Z", "iopub.status.idle": "2026-08-16T19:40:28.581049Z", "shell.execute_reply": "2026-08-16T19:40:28.580432Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 5.5))\n", "for layer in spec.layers:\n", " vertices = np.asarray(layer.vertices_um)\n", " ax.fill(vertices[:, 0], vertices[:, 1], alpha=0.72, label=layer.name)\n", "\n", "ports = (spec.input_port, *spec.output_ports)\n", "for port in ports:\n", " x, y, _ = port.center_um\n", " delta = 0.55 if port.direction == \"+\" else -0.55\n", " dx, dy = (delta, 0) if port.axis == 0 else (0, delta)\n", " ax.annotate(port.name, (x + dx, y + dy), (x, y), arrowprops={\"arrowstyle\": \"->\"})\n", " ax.scatter([x], [y], s=22, color=\"black\")\n", "\n", "ax.set(\n", " xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=\"Exact polygon and port geometry\",\n", " xlim=(-spec.domain_um[0] / 2, spec.domain_um[0] / 2),\n", " ylim=(-spec.domain_um[1] / 2, spec.domain_um[1] / 2),\n", " aspect=\"equal\",\n", ")\n", "ax.legend(loc=\"best\", fontsize=7)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3bbefe91", "metadata": {}, "source": [ "## 3. Build the FDTDX scene\n", "\n", "Geometry is extruded through the device layer. `PortSpec` selects either a solved\n", "waveguide mode or an analytic Gaussian source. The optional `FieldMonitorSpec`\n", "records a complex electric-field phasor across the device plane during the same\n", "pulsed run used for S-parameters." ] }, { "cell_type": "code", "execution_count": 4, "id": "ca4de76c", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:40:28.583217Z", "iopub.status.busy": "2026-08-16T19:40:28.583030Z", "iopub.status.idle": "2026-08-16T19:40:45.547225Z", "shell.execute_reply": "2026-08-16T19:40:45.546475Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Yee grid: (416, 136, 72)\n", "Time-step ceiling: 62,940\n" ] } ], "source": [ "domain_m = tuple(value * UM for value in spec.domain_um)\n", "resolution = spec.dl_um * UM\n", "materials = {}\n", "polygons = []\n", "for layer in spec.layers:\n", " vertices = np.asarray(layer.vertices_um) * UM\n", " center = 0.5 * (vertices.min(axis=0) + vertices.max(axis=0))\n", " material = materials.setdefault(\n", " layer.refractive_index,\n", " fdtdx.Material(permittivity=layer.refractive_index**2),\n", " )\n", " polygon = fdtdx.ExtrudedPolygon(\n", " name=layer.name,\n", " vertices=vertices - center,\n", " axis=2,\n", " partial_real_shape=(None, None, spec.thickness_um * UM),\n", " materials={\"device\": material},\n", " material_name=\"device\",\n", " placement_order=layer.placement_order,\n", " subpixel_smoothing=True,\n", " )\n", " polygons.append((polygon, (center[0] + domain_m[0] / 2, center[1] + domain_m[1] / 2, domain_m[2] / 2)))\n", "\n", "def make_port(port):\n", " center = tuple((coordinate + extent / 2) * UM for coordinate, extent in zip(port.center_um, spec.domain_um, strict=True))\n", " return fdtdx.PortSpec(\n", " center=center, axis=port.axis, direction=port.direction,\n", " width=port.width_um * UM, height=port.height_um * UM,\n", " mode_index=0, filter_pol=port.filter_pol,\n", " source_kind=port.source_kind,\n", " gaussian_mode_radius=(port.gaussian_mode_radius_um * UM if port.gaussian_mode_radius_um else None),\n", " name=port.name,\n", " )\n", "\n", "field_monitor = fdtdx.FieldMonitorSpec(\n", " name=\"field_xy\",\n", " center=(domain_m[0] / 2, domain_m[1] / 2, domain_m[2] / 2),\n", " size=(domain_m[0], domain_m[1], resolution),\n", " wavelengths=(spec.wavelength0_um * UM,),\n", " components=(\"Ex\", \"Ey\", \"Ez\"),\n", ")\n", "objects, arrays, config = fdtdx.setup_sparams_simulation(\n", " polygons=polygons,\n", " input_ports=[make_port(spec.input_port)],\n", " output_ports=[make_port(port) for port in spec.output_ports],\n", " wavelength=spec.wavelength0_um * UM,\n", " wavelengths=tuple(value * UM for value in spec.wavelengths_um),\n", " resolution=resolution,\n", " max_time=spec.run_time_s,\n", " domain_size=domain_m,\n", " background_material=fdtdx.Material(permittivity=spec.background_index**2),\n", " pml_layers=spec.pml_layers,\n", " field_monitors=(field_monitor,),\n", ")\n", "print(f\"Yee grid: {objects.volume.grid_shape}\")\n", "print(f\"Time-step ceiling: {config.time_steps_total:,}\")" ] }, { "cell_type": "markdown", "id": "a927006b", "metadata": {}, "source": [ "## 4. Plot the voxelized simulation geometry" ] }, { "cell_type": "code", "execution_count": 5, "id": "f6dcb616", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:40:45.549009Z", "iopub.status.busy": "2026-08-16T19:40:45.548770Z", "iopub.status.idle": "2026-08-16T19:40:46.156959Z", "shell.execute_reply": "2026-08-16T19:40:46.156243Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(12, 4.5))\n", "fdtdx.plot_material_from_side(config, arrays, \"z\", position=0.0, ax=axes[0], plot_legend=True)\n", "fdtdx.plot_material_from_side(config, arrays, \"y\", position=0.0, ax=axes[1], plot_legend=True)\n", "axes[0].set_title(\"Device plane permittivity\")\n", "axes[1].set_title(\"Vertical permittivity section\")\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "30fb4923", "metadata": {}, "source": [ "## 5. Run one broadband simulation\n", "\n", "The mode source, normalization monitor, all output monitors, energy-decay monitor,\n", "and spatial field monitor are evaluated together. The simulation may terminate\n", "before the time ceiling once residual energy has decayed sufficiently." ] }, { "cell_type": "code", "execution_count": 6, "id": "4f10e9a6", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:40:46.158354Z", "iopub.status.busy": "2026-08-16T19:40:46.158194Z", "iopub.status.idle": "2026-08-16T19:41:18.427097Z", "shell.execute_reply": "2026-08-16T19:41:18.426407Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Local FDTDX runtime: 32.3 s\n" ] } ], "source": [ "started = perf_counter()\n", "sparams, detector_states = fdtdx.calculate_sparam(\n", " objects, arrays, config, spec.input_port.name, show_progress=False,\n", ")\n", "elapsed_s = perf_counter() - started\n", "print(f\"Local FDTDX runtime: {elapsed_s:.1f} s\")" ] }, { "cell_type": "markdown", "id": "72361179", "metadata": {}, "source": [ "## 6. Plot the simulated electric field" ] }, { "cell_type": "code", "execution_count": 7, "id": "05e95ee8", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:41:18.429009Z", "iopub.status.busy": "2026-08-16T19:41:18.428763Z", "iopub.status.idle": "2026-08-16T19:41:18.611790Z", "shell.execute_reply": "2026-08-16T19:41:18.610853Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "phasor = np.asarray(detector_states[\"field_xy\"][\"phasor\"])[0, 0, :3]\n", "field_magnitude = np.sqrt(np.sum(np.abs(phasor) ** 2, axis=0)).squeeze()\n", "field_magnitude /= field_magnitude.max() + 1e-30\n", "fig, ax = plt.subplots(figsize=(11, 5))\n", "image = ax.imshow(\n", " field_magnitude.T, origin=\"lower\",\n", " extent=(-spec.domain_um[0] / 2, spec.domain_um[0] / 2, -spec.domain_um[1] / 2, spec.domain_um[1] / 2),\n", " cmap=\"magma\", vmin=0, vmax=1, aspect=\"equal\",\n", ")\n", "for layer in spec.layers:\n", " vertices = np.asarray(layer.vertices_um)\n", " ax.plot(*np.vstack((vertices, vertices[0])).T, color=\"cyan\", lw=0.45, alpha=0.8)\n", "ax.set(xlabel=\"x (µm)\", ylabel=\"y (µm)\", title=f\"Executed |E| at {spec.wavelength0_um:.3f} µm\")\n", "fig.colorbar(image, ax=ax, label=\"normalized |E|\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c502d576", "metadata": {}, "source": [ "## 7. Port analysis\n", "\n", "The useful checks are the transmitted and reflected spectra and their power sum." ] }, { "cell_type": "code", "execution_count": 8, "id": "2b4456f0", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:41:18.613817Z", "iopub.status.busy": "2026-08-16T19:41:18.613639Z", "iopub.status.idle": "2026-08-16T19:41:18.767570Z", "shell.execute_reply": "2026-08-16T19:41:18.766847Z" } }, "outputs": [ { "data": { "image/png": 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wavelength_umtransmittedreflectedmonitored_totalrelative_port_std
01.4800.9543860.1162021.0705880.782919
11.5320.7514960.2915701.0430660.440937
21.5800.9898590.0663451.0562040.874371
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" ], "text/plain": [ " wavelength_um transmitted reflected monitored_total relative_port_std\n", "0 1.480 0.954386 0.116202 1.070588 0.782919\n", "1 1.532 0.751496 0.291570 1.043066 0.440937\n", "2 1.580 0.989859 0.066345 1.056204 0.874371" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wavelengths_um = np.asarray(spec.wavelengths_um)\n", "powers = {\n", " port.name: np.abs(np.asarray(sparams[(port.name, spec.input_port.name)]).squeeze()) ** 2\n", " for port in spec.output_ports\n", "}\n", "total = sum(powers.values(), start=np.zeros_like(wavelengths_um))\n", "if len(powers) > 1:\n", " stack = np.stack(list(powers.values()))\n", " uniformity = np.std(stack, axis=0) / (np.mean(stack, axis=0) + 1e-30)\n", "\n", "golden = np.load(f\"benchmarks/goldens/{CASE_ID}.npz\", allow_pickle=True)\n", "colors = plt.cm.viridis(np.linspace(0.1, 0.9, len(powers)))\n", "fig, ax = plt.subplots(figsize=(9, 4.8))\n", "for (port_name, values), color in zip(powers.items(), colors, strict=True):\n", " ax.plot(wavelengths_um, values, \"o-\", color=color, label=f\"FDTDX · {port_name}\")\n", " ax.plot(wavelengths_um, golden[port_name], \"x--\", color=color, alpha=0.65, label=f\"Tidy3D · {port_name}\")\n", "ax.set(xlabel=\"wavelength (µm)\", ylabel=\"normalized modal power\", title=\"Port spectra\")\n", "ax.grid(alpha=0.25)\n", "ax.legend(ncol=2, fontsize=8)\n", "plt.show()\n", "\n", "table = pd.DataFrame({\"wavelength_um\": wavelengths_um, **powers, \"monitored_total\": total})\n", "if len(powers) > 1:\n", " table[\"relative_port_std\"] = uniformity\n", "table" ] }, { "cell_type": "markdown", "id": "4b7d2a6e", "metadata": {}, "source": [ "## Reproduce and refine\n", "\n", "The notebook output above is retained from a real local execution. For a scientific\n", "result, rerun after reducing `spec.dl_um`, increasing the time ceiling, and checking\n", "port placement. The benchmark command below applies the catalog's frozen-reference\n", "tolerances and records the result in `progress.json`." ] }, { "cell_type": "code", "execution_count": 9, "id": "281ecd15", "metadata": { "execution": { "iopub.execute_input": "2026-08-16T19:41:18.769033Z", "iopub.status.busy": "2026-08-16T19:41:18.768864Z", "iopub.status.idle": "2026-08-16T19:41:18.771696Z", "shell.execute_reply": "2026-08-16T19:41:18.771177Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "uv run fdtdx-bench run --case device_bragg_grating\n" ] } ], "source": [ "print(\"uv run fdtdx-bench run --case device_bragg_grating\")" ] } ], "metadata": { "fdtdx_execution": { "executed": true, "working_directory": "repository root" }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" }, "mystnb": { "execution_mode": "off" } }, "nbformat": 4, "nbformat_minor": 5 }