{ "cells": [ { "cell_type": "markdown", "id": "6ee08d23", "metadata": {}, "source": [ "# 00 · Quickstart — a layout to S-parameters in ten lines\n", "\n", "Take a component, pair it with a technology, pick an engine, and get a\n", "scattering matrix back. This runs on **beamz**, the free open-source JAX FDTD\n", "engine, so there's no cloud account or license to set up.\n", "\n", "```\n", "Component + Technology + SimulationSpec ──get_solver(engine)──▶ SMatrix\n", "```\n", "\n", "The rest of the guide (`01`–`10`) covers each piece in detail." ] }, { "cell_type": "code", "execution_count": 1, "id": "4c3b6dda", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:59:55.838782Z", "iopub.status.busy": "2026-07-20T01:59:55.838679Z", "iopub.status.idle": "2026-07-20T01:59:56.985408Z", "shell.execute_reply": "2026-07-20T01:59:56.984955Z" } }, "outputs": [], "source": [ "from pathlib import Path\n", "\n", "import gdsfactory as gf\n", "import matplotlib.pyplot as plt\n", "\n", "from gds_fdtd.layout.gdsfactory import from_gdsfactory\n", "from gds_fdtd.plotting import plot_component, plot_smatrix\n", "from gds_fdtd.solvers import get_solver\n", "from gds_fdtd.spec import SimulationSpec\n", "from gds_fdtd.technology import Technology\n", "\n", "\n", "def _find(rel: str) -> Path:\n", " for base in (Path.cwd(), *Path.cwd().parents):\n", " if (base / rel).exists():\n", " return base / rel\n", " raise FileNotFoundError(rel)" ] }, { "cell_type": "markdown", "id": "e8dea9e4", "metadata": {}, "source": [ "## The ten lines\n", "\n", "A 3 µm straight silicon waveguide, simulated 1.5–1.6 µm on beamz." ] }, { "cell_type": "code", "execution_count": 2, "id": "214b2456", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:59:56.986943Z", "iopub.status.busy": "2026-07-20T01:59:56.986658Z", "iopub.status.idle": "2026-07-20T02:01:33.379473Z", "shell.execute_reply": "2026-07-20T02:01:33.372033Z" } }, "outputs": [ { "data": { "text/html": [ "
18:59:57 PDT WARNING: Using canonical configuration directory at                \n",
       "             '/home/mustafa/.config/tidy3d'. Found legacy directory at          \n",
       "             '~/.tidy3d', which will be ignored. Remove it manually or run      \n",
       "             'tidy3d config migrate --delete-legacy' to clean up.               \n",
       "
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Remove it manually or run \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[32m'tidy3d config migrate --delete-legacy'\u001b[0m\u001b[31m to clean up. \u001b[0m\n" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "● Done: Raster cache hit (3d): 78b41468738b996da53e44784d675587621d3e9f5b8d0f4f7d8292ce9c127280.npz | load=0.10s\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "ports ['o1', 'o2'] · 5 wavelengths\n", "through |S21| peak: -0.004 dB\n" ] } ], "source": [ "gf.gpdk.PDK.activate()\n", "tech = Technology.from_yaml(_find(\"examples/tech.yaml\"))\n", "component = from_gdsfactory(gf.components.straight(length=3), tech)\n", "spec = SimulationSpec(\n", " wavelength_start=1.5, wavelength_end=1.6, wavelength_points=5, mesh=6, z_min=-1.0, z_max=1.11\n", ")\n", "\n", "solver = get_solver(\"beamz\")(component, technology=tech, spec=spec)\n", "smatrix = solver.run() # the only line that spends compute (free & local here)\n", "\n", "print(f\"ports {smatrix.port_names} · {smatrix.f.size} wavelengths\")\n", "print(f\"through |S21| peak: {float(smatrix.magnitude_db(out='o2', in_='o1').max()):+.3f} dB\")" ] }, { "cell_type": "markdown", "id": "fe380599", "metadata": {}, "source": [ "## What came back\n", "\n", "The geometry (auto-detected ports and simulation region) and the S-parameters.\n", "A straight waveguide passes most of its power through, near 0 dB." ] }, { "cell_type": "code", "execution_count": 3, "id": "424a945f", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T02:01:33.395982Z", "iopub.status.busy": "2026-07-20T02:01:33.395749Z", "iopub.status.idle": "2026-07-20T02:01:33.612860Z", "shell.execute_reply": "2026-07-20T02:01:33.612162Z" } }, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_component(component, spec)\n", "plt.show()\n", "\n", "plot_smatrix(smatrix, kind=\"db\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "06e22d1b", "metadata": {}, "source": [ "The run's **field profile**: |E|² in the device plane, showing the guided mode\n", "carrying power from left to right." ] }, { "cell_type": "code", "execution_count": 4, "id": "396389b0", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T02:01:33.614361Z", "iopub.status.busy": "2026-07-20T02:01:33.614270Z", "iopub.status.idle": "2026-07-20T02:01:33.688052Z", "shell.execute_reply": "2026-07-20T02:01:33.687235Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "solver.plot_fields(axis=\"z\")\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ff8cb7d4", "metadata": {}, "source": [ "## Recap & next\n", "\n", "The workflow is `Component` + `Technology` + `SimulationSpec` → `SMatrix`.\n", "`validate()`, `build()`, and `estimate()` preview the job offline and free\n", "before `run()` spends anything.\n", "\n", "Next: **`01_layout_to_component`** (loading real layouts) and\n", "**`03_first_simulation`** (the full flow, step by step)." ] } ], "metadata": { "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" } }, "nbformat": 4, "nbformat_minor": 5 }