{ "cells": [ { "cell_type": "markdown", "id": "c6f135d3", "metadata": {}, "source": [ "# 08 · Any EDA in, any engine out\n", "\n", "`07_choosing_an_engine` showed one job running on three *engines*. This is the\n", "mirror image — and then the two axes together. **However your geometry is\n", "authored** — programmatically in gdsfactory, in a KLayout/SiEPIC foundry PDK,\n", "or as a plain GDS from any tool — gds_fdtd ingests it, **auto-detects the\n", "ports**, and hands you the same engine-agnostic `Component`. From there the\n", "identical `validate → build → run` drives beamz, tidy3d, or Lumerical.\n", "\n", "| Frontend | How you get geometry | Entry point |\n", "|----------|----------------------|-------------|\n", "| **gdsfactory** | parametric Python components (PDK) | `layout.gdsfactory.from_gdsfactory` |\n", "| **KLayout / SiEPIC** | a foundry PDK cell | `lyprocessor.load_cell` → `load_component_from_tech` |\n", "| **raw GDS** | any `.gds` from any tool | `lyprocessor.load_cell` → `load_component_from_tech` |\n", "| **PreFab** | a lithography-predicted GDS | `lyprocessor.load_device(prefab_model=…)` |\n", "\n", "The last section is the full **frontend × engine matrix**: three devices — one\n", "from each frontend — each simulated on all three engines, with recorded results\n", "so this notebook reproduces for free." ] }, { "cell_type": "code", "execution_count": 1, "id": "b46ceffc", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:02.789680Z", "iopub.status.busy": "2026-07-20T01:55:02.789517Z", "iopub.status.idle": "2026-07-20T01:55:03.268643Z", "shell.execute_reply": "2026-07-20T01:55:03.267930Z" } }, "outputs": [], "source": [ "import json\n", "import os\n", "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "from gds_fdtd.lyprocessor import load_cell\n", "from gds_fdtd.plotting import plot_component, plot_permittivity\n", "from gds_fdtd.simprocessor import load_component_from_tech\n", "from gds_fdtd.smatrix import SMatrix\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)\n", "\n", "\n", "REC = _find(\"examples/08_frontends/recorded\")\n", "tech = Technology.from_yaml(_find(\"examples/tech.yaml\"))\n", "components = {} # frontend label -> Component" ] }, { "cell_type": "markdown", "id": "69cded6a", "metadata": {}, "source": [ "## 1 · gdsfactory — parametric, programmatic\n", "\n", "[gdsfactory](https://gdsfactory.github.io/gdsfactory/) builds components in\n", "Python. `from_gdsfactory` reads the polygons on each technology layer and\n", "lifts the gdsfactory ports into gds_fdtd ports. The device: a gentle\n", "**S-bend** (`bend_s`, 5×1 µm), used again in the matrix at the end." ] }, { "cell_type": "code", "execution_count": 2, "id": "473ee544", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:03.270215Z", "iopub.status.busy": "2026-07-20T01:55:03.270094Z", "iopub.status.idle": "2026-07-20T01:55:05.226252Z", "shell.execute_reply": "2026-07-20T01:55:05.225543Z" } }, "outputs": [ { "data": { "text/html": [ "
18:55:04 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;36m18:55:04 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" } ], "source": [ "import gdsfactory as gf # noqa: E402\n", "\n", "from gds_fdtd.layout.gdsfactory import from_gdsfactory # noqa: E402\n", "\n", "gf.gpdk.PDK.activate()\n", "gf_bend = from_gdsfactory(gf.components.bend_s(size=(5.0, 1.0)), tech)\n", "gf_bend.name = \"gf_bend_s\"\n", "components[\"gdsfactory\\nbend_s\"] = gf_bend" ] }, { "cell_type": "markdown", "id": "b7fb469f", "metadata": {}, "source": [ "## 2 · KLayout / SiEPIC — a foundry PDK\n", "\n", "The same reader consumes a cell straight from the SiEPIC EBeam PDK (the\n", "`ebeam_y_1550` y-branch) — KLayout pin + DevRec conventions become ports and\n", "bounds automatically. This is the path most silicon-photonics tapeouts use,\n", "and it feeds *every* engine (beamz reads the extruded polygons through a\n", "component shim)." ] }, { "cell_type": "code", "execution_count": 3, "id": "68d06b27", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:05.228336Z", "iopub.status.busy": "2026-07-20T01:55:05.228126Z", "iopub.status.idle": "2026-07-20T01:55:05.583994Z", "shell.execute_reply": "2026-07-20T01:55:05.583342Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SiEPIC-EBeam-PDK Python module: siepic_ebeam_pdk, KLayout technology: EBeam\n", "KLayout SiEPIC-Tools version 0.5.31\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "SiEPIC-Tools is up to date (0.5.31 vs 0.5.31).\n", "Version check, time: 0.28484654426574707 seconds\n", "SiEPIC-EBeam-PDK Python module: pymacros, v0.4.53\n", "Libraries associated with Technology EBeam: ['EBeam', 'EBeam-ANT', 'EBeam-Dream', 'EBeam-SiN', 'EBeam_Beta']\n" ] } ], "source": [ "try:\n", " import siepic_ebeam_pdk as pdk\n", "\n", " gds = os.path.join(os.path.dirname(pdk.__file__), \"gds\", \"EBeam\", \"ebeam_y_1550.gds\")\n", " cell, _ = load_cell(gds, top_cell=\"ebeam_y_1550\")\n", " ybranch = load_component_from_tech(cell=cell, tech=tech)\n", " ybranch.name = \"ebeam_y_1550\"\n", " components[\"SiEPIC\\nebeam_y_1550\"] = ybranch\n", "except ImportError:\n", " print(\"(install siepic_ebeam_pdk to load the SiEPIC PDK cell)\")" ] }, { "cell_type": "markdown", "id": "fdf39665", "metadata": {}, "source": [ "## 3 · A raw GDS file — from any tool\n", "\n", "No PDK, no framework: point `load_cell` at any `.gds` whose polygons land on\n", "the technology's device/pin/DevRec layers. Here it is `sbend_dontfabme` from\n", "`examples/devices.gds`, the *sharp* S-bend that `06_convergence_and_caching`\n", "uses as its stress test." ] }, { "cell_type": "code", "execution_count": 4, "id": "a3e26261", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:05.585299Z", "iopub.status.busy": "2026-07-20T01:55:05.585161Z", "iopub.status.idle": "2026-07-20T01:55:05.595318Z", "shell.execute_reply": "2026-07-20T01:55:05.594850Z" } }, "outputs": [], "source": [ "cell, _ = load_cell(str(_find(\"examples/devices.gds\")), top_cell=\"sbend_dontfabme\")\n", "sbend = load_component_from_tech(cell=cell, tech=tech)\n", "sbend.name = \"sbend_dontfabme\"\n", "components[\"raw GDS\\nsbend_dontfabme\"] = sbend" ] }, { "cell_type": "markdown", "id": "39756837", "metadata": {}, "source": [ "## 4 · PreFab — lithography-aware geometry\n", "\n", "[PreFab](https://www.prefabphotonics.com/) predicts how a nanofabrication\n", "process will *actually* print your design (corner rounding, proximity\n", "effects). `load_device` runs the model and writes a `_predicted.gds`,\n", "which then flows through the identical path as any raw GDS. It needs a PreFab\n", "account + network, so it's a recipe here:\n", "\n", "```python\n", "from gds_fdtd.lyprocessor import load_device\n", "predicted = load_device(\n", " \"my_design.gds\", tech=tech, top_cell=\"my_cell\",\n", " prefab_model=\"ANT_NanoSOI_ANF1_d10\", output_dir=\"out/\",\n", ")\n", "```" ] }, { "cell_type": "markdown", "id": "d144c5a9", "metadata": {}, "source": [ "## 5 · One `Component`, whatever the source\n", "\n", "Each frontend produced the same kind of object — device polygons,\n", "auto-detected ports, bounds. First the standard geometry views:" ] }, { "cell_type": "code", "execution_count": 5, "id": "4951b531", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:05.597132Z", "iopub.status.busy": "2026-07-20T01:55:05.596998Z", "iopub.status.idle": "2026-07-20T01:55:05.842061Z", "shell.execute_reply": "2026-07-20T01:55:05.841545Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "gdsfactory bend_s : 2 ports ['o1', 'o2']\n", "SiEPIC ebeam_y_1550 : 3 ports ['opt1', 'opt2', 'opt3']\n", "raw GDS sbend_dontfabme : 2 ports ['opt2', 'opt1']\n" ] } ], "source": [ "n = len(components)\n", "fig, axes = plt.subplots(1, n, figsize=(5.5 * n, 4.5))\n", "axes = np.atleast_1d(axes)\n", "for ax, (name, comp) in zip(axes, components.items(), strict=True):\n", " plot_component(comp, spec=SimulationSpec(), ax=ax)\n", " ax.set_title(name)\n", " ax.legend().set_visible(False)\n", "fig.tight_layout()\n", "plt.show()\n", "\n", "for name, comp in components.items():\n", " print(\n", " f\"{name.replace(chr(10), ' '):26s}: {len(comp.ports)} ports {[p.name for p in comp.ports]}\"\n", " )" ] }, { "cell_type": "markdown", "id": "17fb4ebb", "metadata": {}, "source": [ "…and, more stringently, **what the solvers actually mesh**: the rasterized\n", "refractive-index map of each device at the Si core mid-plane. Same reader, same\n", "extrusion, same materials — regardless of which tool drew the polygons." ] }, { "cell_type": "code", "execution_count": 6, "id": "99213b4c", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:05.843174Z", "iopub.status.busy": "2026-07-20T01:55:05.843091Z", "iopub.status.idle": "2026-07-20T01:55:06.643250Z", "shell.execute_reply": "2026-07-20T01:55:06.642760Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, n, figsize=(5.5 * n, 4.2))\n", "axes = np.atleast_1d(axes)\n", "for ax, (name, comp) in zip(axes, components.items(), strict=True):\n", " plot_permittivity(comp, dx=0.04, axis=\"z\", position=0.11, ax=ax)\n", " ax.set_title(name.replace(chr(10), \" \"))\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4325306d", "metadata": {}, "source": [ "## 6 · The frontend × engine matrix\n", "\n", "Now both axes at once. Three devices — **one from each frontend** — each run\n", "on **all three engines** with the identical `(component, technology, spec)`:\n", "\n", "| device | frontend | engines | results |\n", "|--------|----------|---------|---------|\n", "| `gf_bend_s` (gentle S-bend) | gdsfactory | beamz · tidy3d · Lumerical | `recorded/` here (mesh 6, 5 λ) |\n", "| `ebeam_y_1550` (1×2 splitter) | SiEPIC PDK | beamz · tidy3d · Lumerical | `07_choosing_an_engine/recorded/` |\n", "| `sbend_dontfabme` (sharp S-bend) | raw GDS | beamz · tidy3d · Lumerical | `06_convergence_and_caching/recorded/` |\n", "\n", "The recorded artifacts are each engine's real output (beamz on this CPU,\n", "tidy3d on the cloud, Lumerical on a licensed workstation)." ] }, { "cell_type": "code", "execution_count": 7, "id": "80a43e8f", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:06.645209Z", "iopub.status.busy": "2026-07-20T01:55:06.645108Z", "iopub.status.idle": "2026-07-20T01:55:06.655102Z", "shell.execute_reply": "2026-07-20T01:55:06.654621Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "S21 @ 1.55 µm [dB] beamz tidy3d lumerical worst |Δ|\n", "gf_bend_s (gdsfactory) -0.31 -0.05 -0.01 0.30\n", "ebeam_y_1550 (SiEPIC) -3.18 -3.20 -3.20 0.03\n", "sbend_dontfabme (raw GDS) -1.99 -5.64 -5.63 3.65\n" ] } ], "source": [ "ENGINES = (\"beamz\", \"tidy3d\", \"lumerical\")\n", "\n", "# gdsfactory bend: three full SMatrices recorded next to this notebook\n", "bend_sm = {e: SMatrix.from_npz(str(REC / f\"gf_bend_s_{e}.npz\")) for e in ENGINES}\n", "# SiEPIC y-branch: three full SMatrices recorded for 07\n", "yb_dir = _find(\"examples/07_choosing_an_engine/recorded\")\n", "yb_sm = {e: SMatrix.from_npz(str(yb_dir / f\"ybranch_{e}.npz\")) for e in ENGINES}\n", "# raw-GDS sharp sbend: single-wavelength convergence records from 06 (finest mesh each)\n", "sb_dir = _find(\"examples/06_convergence_and_caching/recorded\")\n", "sb = {}\n", "for e in ENGINES:\n", " mesh_map = json.loads((sb_dir / f\"sbend_{e}_convergence.json\").read_text())[\"mesh\"]\n", " finest = str(max(int(k) for k in mesh_map))\n", " sb[e] = mesh_map[finest][\"s21_db\"]\n", "\n", "\n", "def s21_at(sm: SMatrix, wl: float = 1.55) -> float:\n", " i = int(np.argmin(np.abs(sm.wavelength_um - wl)))\n", " return float(sm.magnitude_db(out=2, in_=1)[i])\n", "\n", "\n", "matrix = {\n", " \"gf_bend_s (gdsfactory)\": {e: s21_at(bend_sm[e]) for e in ENGINES},\n", " \"ebeam_y_1550 (SiEPIC)\": {e: s21_at(yb_sm[e]) for e in ENGINES},\n", " \"sbend_dontfabme (raw GDS)\": {e: float(sb[e]) for e in ENGINES},\n", "}\n", "print(f\"{'S21 @ 1.55 µm [dB]':28s}\" + \"\".join(f\"{e:>12s}\" for e in ENGINES) + f\"{'worst |Δ|':>12s}\")\n", "for dev, row in matrix.items():\n", " vals = list(row.values())\n", " spread = max(vals) - min(vals)\n", " print(f\"{dev:28s}\" + \"\".join(f\"{v:>12.2f}\" for v in vals) + f\"{spread:>12.2f}\")" ] }, { "cell_type": "markdown", "id": "b4d8e58c", "metadata": {}, "source": [ "The same table as a picture — each cell is one engine's S21 for one device,\n", "colored by how far it sits from that device's median (so a perfectly agreeing\n", "row is uniformly pale):" ] }, { "cell_type": "code", "execution_count": 8, "id": "fff70ee7", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:06.656694Z", "iopub.status.busy": "2026-07-20T01:55:06.656575Z", "iopub.status.idle": "2026-07-20T01:55:06.728781Z", "shell.execute_reply": "2026-07-20T01:55:06.728264Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "devs = list(matrix)\n", "vals = np.array([[matrix[d][e] for e in ENGINES] for d in devs])\n", "dev_from_median = vals - np.median(vals, axis=1, keepdims=True)\n", "fig, ax = plt.subplots(figsize=(8.5, 3.6))\n", "im = ax.imshow(np.abs(dev_from_median), cmap=\"magma_r\", vmin=0, vmax=4, aspect=\"auto\")\n", "for i in range(len(devs)):\n", " for j in range(len(ENGINES)):\n", " ax.text(\n", " j,\n", " i,\n", " f\"{vals[i, j]:.2f}\",\n", " ha=\"center\",\n", " va=\"center\",\n", " color=\"k\" if abs(dev_from_median[i, j]) < 2 else \"w\",\n", " fontsize=11,\n", " )\n", "ax.set_xticks(range(len(ENGINES)), ENGINES)\n", "ax.set_yticks(range(len(devs)), devs)\n", "ax.set_title(\"S21 @ 1.55 µm [dB] — frontend × engine (color = |deviation from row median|)\")\n", "fig.colorbar(im, ax=ax, label=\"|Δ from median| [dB]\")\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "b84cec9f", "metadata": {}, "source": [ "Reading the matrix:\n", "\n", "- **`gf_bend_s`** (gentle, adiabatic): all three engines agree — beamz is\n", " trustworthy on gradual structures, whatever frontend supplied them.\n", "- **`ebeam_y_1550`** (SiEPIC): all three agree on the −3 dB split to ~0.16 dB\n", " (see `07` for the full analysis and beamz's reverse-column caveat).\n", "- **`sbend_dontfabme`** (sharp): tidy3d and Lumerical agree to ~0.03 dB while\n", " beamz sits ~3.6 dB off *and never converges* — the `06_convergence_and_caching`\n", " lesson, visible here as the one dark cell.\n", "\n", "The takeaway: agreement (or disagreement) is a property of the **physics and\n", "the engine**, not of which EDA tool drew the layout." ] }, { "cell_type": "markdown", "id": "fc6b94cc", "metadata": {}, "source": [ "### The gdsfactory row in full — spectra on all three engines\n", "\n", "The matrix shows one number; here is the whole band for the gdsfactory\n", "S-bend: through-port S21 (top) and reflection S11 (bottom) from each engine." ] }, { "cell_type": "code", "execution_count": 9, "id": "a9af1e97", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:06.729592Z", "iopub.status.busy": "2026-07-20T01:55:06.729524Z", "iopub.status.idle": "2026-07-20T01:55:06.837373Z", "shell.execute_reply": "2026-07-20T01:55:06.836493Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "gf_bend_s S21 @1.55: beamz -0.31 dB tidy3d -0.05 dB lumerical -0.01 dB\n", "three-engine spread: 0.30 dB on a gdsfactory-authored device\n" ] } ], "source": [ "fig, (axT, axR) = plt.subplots(2, 1, figsize=(8, 7), sharex=True)\n", "colors = {\"beamz\": \"tab:blue\", \"tidy3d\": \"tab:red\", \"lumerical\": \"tab:green\"}\n", "marks = {\"beamz\": \"o-\", \"tidy3d\": \"s--\", \"lumerical\": \"^:\"}\n", "for e in ENGINES:\n", " sm = bend_sm[e]\n", " axT.plot(\n", " sm.wavelength_um, sm.magnitude_db(out=2, in_=1), marks[e], color=colors[e], ms=4, label=e\n", " )\n", " axR.plot(\n", " sm.wavelength_um, sm.magnitude_db(out=1, in_=1), marks[e], color=colors[e], ms=4, label=e\n", " )\n", "axT.set_ylabel(\"S21 [dB]\")\n", "axR.set_ylabel(\"S11 [dB]\")\n", "axR.set_xlabel(\"wavelength [µm]\")\n", "axT.set_title(\"gf_bend_s — one gdsfactory device, three engines\")\n", "for a in (axT, axR):\n", " a.grid(alpha=0.3)\n", " a.legend(fontsize=8)\n", "fig.tight_layout()\n", "plt.show()\n", "\n", "s21s = {e: s21_at(bend_sm[e]) for e in ENGINES}\n", "worst = max(s21s.values()) - min(s21s.values())\n", "print(\"gf_bend_s S21 @1.55: \" + \" \".join(f\"{e} {v:+.2f} dB\" for e, v in s21s.items()))\n", "print(f\"three-engine spread: {worst:.2f} dB on a gdsfactory-authored device\")" ] }, { "cell_type": "markdown", "id": "6fd36597", "metadata": {}, "source": [ "…and the same run as **fields**: |E|² through the bend from each engine, every\n", "panel on its own true grid coordinates (beamz uniform; tidy3d adaptive;\n", "Lumerical graded). One gdsfactory device, three engines, one guided field." ] }, { "cell_type": "code", "execution_count": 10, "id": "12f7b64c", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:06.839209Z", "iopub.status.busy": "2026-07-20T01:55:06.839071Z", "iopub.status.idle": "2026-07-20T01:55:07.230848Z", "shell.execute_reply": "2026-07-20T01:55:07.230216Z" } }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "b = np.load(REC / \"gf_bend_s_field_beamz.npz\")\n", "t = np.load(REC / \"gf_bend_s_field_tidy3d.npz\")\n", "lu = np.load(REC / \"gf_bend_s_field_lumerical.npz\")\n", "cx, cy = gf_bend.bounds.x_center, gf_bend.bounds.y_center\n", "bw, bh = float(b[\"width_um\"]), float(b[\"height_um\"])\n", "field_panels = [\n", " (\n", " \"beamz\",\n", " np.linspace(cx - bw / 2, cx + bw / 2, b[\"E2\"].shape[1]),\n", " np.linspace(cy - bh / 2, cy + bh / 2, b[\"E2\"].shape[0]),\n", " b[\"E2\"],\n", " ),\n", " (\"tidy3d\", t[\"x\"], t[\"y\"], t[\"E2\"].T),\n", " (\"Lumerical\", lu[\"x\"], lu[\"y\"], lu[\"E2\"].T),\n", "]\n", "fig, axes = plt.subplots(1, 3, figsize=(16, 4.2), constrained_layout=True)\n", "for ax, (name, gx, gy, e2) in zip(axes, field_panels, strict=True):\n", " im = ax.pcolormesh(gx, gy, e2 / e2.max(), shading=\"nearest\", cmap=\"magma\", vmin=0, vmax=1)\n", " ax.set_xlim(cx - 3.6, cx + 3.6)\n", " ax.set_ylim(cy - 2.2, cy + 2.2)\n", " ax.set_aspect(\"equal\")\n", " ax.set_title(f\"{name} |E|² (norm)\")\n", " ax.set_xlabel(\"x [µm]\")\n", " ax.set_ylabel(\"y [µm]\")\n", "fig.colorbar(im, ax=axes, label=\"|E|² (norm)\", shrink=0.8)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6a9f4927", "metadata": {}, "source": [ "## 7 · And any of them builds anywhere — offline\n", "\n", "The build path is identical no matter the source; nothing below touches an\n", "engine license or the cloud:" ] }, { "cell_type": "code", "execution_count": 11, "id": "84bad64c", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:07.232283Z", "iopub.status.busy": "2026-07-20T01:55:07.232201Z", "iopub.status.idle": "2026-07-20T01:55:07.484522Z", "shell.execute_reply": "2026-07-20T01:55:07.483783Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "gdsfactory bend_s -> validate: OK\n", "SiEPIC ebeam_y_1550 -> validate: OK\n", "raw GDS sbend_dontfabme -> validate: OK\n" ] } ], "source": [ "from gds_fdtd.solvers import get_solver # noqa: E402\n", "\n", "for name, comp in components.items():\n", " solver = get_solver(\"beamz\")(\n", " comp, technology=tech, spec=SimulationSpec(wavelength_points=3, mesh=5)\n", " )\n", " problems = solver.validate()\n", " print(f\"{name.replace(chr(10), ' '):26s} -> validate: {problems or 'OK'}\")" ] }, { "cell_type": "markdown", "id": "943bafaa", "metadata": {}, "source": [ "## Recap & next\n", "\n", "Your EDA choice and your engine choice are **independent axes**: gdsfactory,\n", "SiEPIC/KLayout, raw GDS, and PreFab all become the same `Component`, and that\n", "`Component` runs unchanged on beamz, tidy3d, and Lumerical. Cross-engine\n", "agreement depends on the physics (gentle vs radiative structures) and the\n", "engine's model, not on the drawing tool.\n", "\n", "- **`06_convergence_and_caching`** — the sharp-bend row of the matrix, in depth.\n", "- **`07_choosing_an_engine`** — the SiEPIC row, in depth.\n", "- **`10_cookbook`** — reference devices with known-good S-parameters." ] } ], "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 }