{ "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", "\n" ], "text/plain": [ "\u001b[2;36m18:59:57 PDT\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Using canonical configuration directory at \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[32m'/home/mustafa/.config/tidy3d'\u001b[0m\u001b[31m. Found legacy directory at \u001b[0m\n", "\u001b[2;36m \u001b[0m\u001b[32m'~/.tidy3d'\u001b[0m\u001b[31m, which will be ignored. 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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