{ "cells": [ { "cell_type": "markdown", "id": "0e242514", "metadata": {}, "source": [ "# 10 · Cookbook — the Si→SiN escalator on the *free* engine\n", "\n", "A **cookbook** of reference devices with known-good S-parameters. The first\n", "entry is the **Si→SiN escalator**: a silicon waveguide that hands its light\n", "*up* to a silicon-nitride waveguide sitting 0.3 µm above it — a **vertical,\n", "adiabatic mode transfer** used to route between the Si and SiN layers of a\n", "photonic stack.\n", "\n", "It is a **multi-layer** device: **two** patterned device layers (Si at\n", "z 0–0.22 µm, SiN at z 0.3–0.7 µm), not one. The geometry is simple enough that\n", "the **free** engine ([beamz](https://github.com/beamzorg/beamz), Apache-2.0 JAX\n", "FDTD, CPU/GPU) runs it end-to-end, and reproduces the same device that the\n", "commercial tidy3d and Lumerical engines recorded, to within ~0.1 dB on the\n", "through path.\n", "\n", "Same three inputs → one output, exactly as everywhere else:\n", "a `Component` + a `Technology` + a `SimulationSpec` → one `SMatrix`." ] }, { "cell_type": "code", "execution_count": 1, "id": "72cf1167", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:09.901254Z", "iopub.status.busy": "2026-07-20T01:55:09.901060Z", "iopub.status.idle": "2026-07-20T01:55:10.354914Z", "shell.execute_reply": "2026-07-20T01:55:10.354229Z" } }, "outputs": [], "source": [ "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, plot_smatrix, plot_tech_stack\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", "HERE = _find(\"examples/10_cookbook\")\n", "# the SHARED technology — it already defines the Si + SiN + SiO₂ vertical stack\n", "# (Si core [1,0] @ z 0–0.22 µm, SiN core [4,0] @ z 0.3–0.7 µm). No escalator-only\n", "# tech needed; the GDS uses those same layers.\n", "tech = Technology.from_yaml(_find(\"examples/tech.yaml\"))" ] }, { "cell_type": "markdown", "id": "83384c06", "metadata": {}, "source": [ "## 1 · The technology — a two-core vertical stack\n", "\n", "The escalator uses the **shared** `examples/tech.yaml` — no device-specific\n", "technology needed. It already defines **two** device layers: `Si` (n≈3.48) is\n", "the lower core; `SiN` (n≈2.0) is the upper core, 0.3 µm above it; both are clad\n", "in `SiO₂` (n≈1.44). Each material carries a neutral `nk` so the free beamz engine\n", "can resolve indices offline, plus per-engine hints (`tidy3d`, `lumerical`) for\n", "the commercial solvers — **one technology file, every engine**." ] }, { "cell_type": "code", "execution_count": 2, "id": "c6d8cfa3", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:10.356555Z", "iopub.status.busy": "2026-07-20T01:55:10.356401Z", "iopub.status.idle": "2026-07-20T01:55:10.435206Z", "shell.execute_reply": "2026-07-20T01:55:10.434620Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_tech_stack(tech, wavelength_um=1.55)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e6a0f6fa", "metadata": {}, "source": [ "## 2 · The device — two patterned cores\n", "\n", "We load `si_sin_escalator.gds` (KLayout/SiEPIC) and pair it with the technology\n", "to build a `Component`. Ports are auto-detected from the pin layer: **opt1** on\n", "the Si layer (west, z≈0.11 µm) and **opt2** on the SiN layer (east, z≈0.5 µm).\n", "Passing a `SimulationSpec` also sketches the **FDTD region** (device bounds + a\n", "buffer) and the **port-extension stubs** that carry each port out through the\n", "PML. It's a schematic of the setup — the exact margins are engine-specific\n", "(beamz uses its own fixed guard band); the full run spec is defined in §3." ] }, { "cell_type": "code", "execution_count": 3, "id": "61496a28", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:10.436494Z", "iopub.status.busy": "2026-07-20T01:55:10.436411Z", "iopub.status.idle": "2026-07-20T01:55:11.775760Z", "shell.execute_reply": "2026-07-20T01:55:11.775070Z" } }, "outputs": [ { "data": { "text/html": [ "
18:55:10 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;36m18:55:10 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": [ "ports:\n", " opt1: center=[0.0, 0.0, 0.11] µm, dir=180°\n", " opt2: center=[18.0, 0.0, 0.5] µm, dir=0°\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cell, _layout = load_cell(str(HERE / \"si_sin_escalator.gds\"))\n", "component = load_component_from_tech(cell=cell, tech=tech)\n", "component.name = \"si_sin_escalator\"\n", "print(\"ports:\")\n", "for p in component.ports:\n", " print(f\" {p.name}: center={[round(float(c), 3) for c in p.center]} µm, dir={p.direction}°\")\n", "\n", "plot_component(component, spec=SimulationSpec())\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "fa8fa5a4", "metadata": {}, "source": [ "The top-down view collapses the stack. The refractive-index cross-section\n", "**along** the waveguide (the x–z plane the solver actually rasterizes) shows the\n", "two cores directly: the **Si** core enters from the left and tapers away, while\n", "the **SiN** core rises above it and carries the light out to the right — the\n", "\"escalator.\"" ] }, { "cell_type": "code", "execution_count": 4, "id": "1316e087", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:11.776990Z", "iopub.status.busy": "2026-07-20T01:55:11.776743Z", "iopub.status.idle": "2026-07-20T01:55:14.451940Z", "shell.execute_reply": "2026-07-20T01:55:14.451030Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_permittivity(component, axis=\"y\", position=0.0, wavelength_um=1.55)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9e6ed1e7", "metadata": {}, "source": [ "### The two modes the escalator connects\n", "\n", "What actually transfers is a **guided mode**: the light enters as the Si\n", "strip's TE0 and must leave as the SiN strip's TE0. Both are solved offline\n", "below (tidy3d's free local mode solver). The SiN mode is *larger and less\n", "confined* (lower index contrast), and the taper adiabatically morphs one into\n", "the other." ] }, { "cell_type": "code", "execution_count": 5, "id": "f6e4c789", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:14.454380Z", "iopub.status.busy": "2026-07-20T01:55:14.454024Z", "iopub.status.idle": "2026-07-20T01:55:16.390364Z", "shell.execute_reply": "2026-07-20T01:55:16.389489Z" } }, "outputs": [ { "data": { "text/html": [ "
18:55:14 PDT WARNING: Use the remote mode solver with subpixel averaging for    \n",
       "             better accuracy through 'tidy3d.web.run(...)' or the deprecated    \n",
       "             'tidy3d.plugins.mode.web.run(...)'. Alternatively, you can install \n",
       "             the package 'tidy3d-extras' using 'pip install \"tidy3d\"' and set   \n",
       "             'config.simulation.use_local_subpixel=True'.                       \n",
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             WARNING: Permittivity spatial data array does not fully cover the  \n",
       "             requested region.                                                  \n",
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18:55:15 PDT WARNING: Permittivity spatial data array does not fully cover the  \n",
       "             requested region.                                                  \n",
       "
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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from gds_fdtd.grid import resolve_index # noqa: E402\n", "from gds_fdtd.modes import waveguide_mode # noqa: E402\n", "from gds_fdtd.plotting import plot_mode # noqa: E402\n", "\n", "n_clad = resolve_index(tech.superstrate.material, 1.55).real\n", "ports_by_z = sorted(component.ports, key=lambda p: p.center[2])\n", "si_port, sin_port = ports_by_z[0], ports_by_z[-1] # Si core low, SiN core high\n", "si_layer = min(tech.device, key=lambda d: d.z_base)\n", "sin_layer = max(tech.device, key=lambda d: d.z_base)\n", "si_mode = waveguide_mode(\n", " si_port.width, abs(si_layer.z_span), resolve_index(si_layer.material, 1.55).real, n_clad, 1.55\n", ")[0]\n", "sin_mode = waveguide_mode(\n", " sin_port.width,\n", " abs(sin_layer.z_span),\n", " resolve_index(sin_layer.material, 1.55).real,\n", " n_clad,\n", " 1.55,\n", ")[0]\n", "fig, ax = plt.subplots(1, 2, figsize=(11, 4))\n", "plot_mode(si_mode, ax=ax[0])\n", "ax[0].set_title(f\"in: Si strip TE0 (n_eff {si_mode.n_eff.real:.3f})\")\n", "plot_mode(sin_mode, ax=ax[1])\n", "ax[1].set_title(f\"out: SiN strip TE0 (n_eff {sin_mode.n_eff.real:.3f})\")\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "66a9163e", "metadata": {}, "source": [ "## 3 · Set up and run — on the free engine\n", "\n", "`validate()` / `build()` / `estimate()` are **offline and free** — preview the\n", "whole job before spending anything. beamz then runs one FDTD per port\n", "excitation (two here) on the CPU. (For repeat runs, `run_cached(cache_dir)`\n", "hashes the job and reloads the stored `SMatrix` — see\n", "`06_convergence_and_caching`.)" ] }, { "cell_type": "code", "execution_count": 6, "id": "32e2cb01", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:16.391957Z", "iopub.status.busy": "2026-07-20T01:55:16.391777Z", "iopub.status.idle": "2026-07-20T01:55:17.022246Z", "shell.execute_reply": "2026-07-20T01:55:17.021679Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "validate(): OK — no problems\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "● Done: Raster cache hit (3d): 6a20766e0b60e7cf645b89503dd6ac648a2608e261b022101d06206bec9fb602.npz | load=0.23s\n", "build(): {'n_ports': 2, 'grid_shape': (76, 87, 322), 'dx_nm': 74.31914077483697, 'n_core': 3.476, 'n_clad': 1.444, 'n_simulations': 2}\n", "estimate(): ResourceEstimate(grid_cells=2129064, memory_gb=0.102195072, n_simulations=2, cost_hint='free local compute (JAX; CPU works, GPU if available)')\n" ] } ], "source": [ "from gds_fdtd.solvers import get_solver # noqa: E402\n", "\n", "spec = SimulationSpec(\n", " wavelength_start=1.5, wavelength_end=1.6, wavelength_points=11, mesh=6, z_min=-1.0, z_max=1.11\n", ")\n", "solver = get_solver(\"beamz\")(component, technology=tech, spec=spec)\n", "\n", "print(\"validate():\", solver.validate() or \"OK — no problems\")\n", "print(\"build(): \", solver.build().summary)\n", "print(\"estimate():\", solver.estimate())" ] }, { "cell_type": "code", "execution_count": 7, "id": "bd3458f2", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:55:17.023430Z", "iopub.status.busy": "2026-07-20T01:55:17.023174Z", "iopub.status.idle": "2026-07-20T01:59:18.913606Z", "shell.execute_reply": "2026-07-20T01:59:18.913324Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "S-matrix: ['opt1', 'opt2'] | modes: 1 | freqs: 11\n" ] } ], "source": [ "smatrix = solver.run() # one FDTD per port; ~1-2 min on a CPU\n", "print(\"S-matrix:\", smatrix.port_names, \"| modes:\", smatrix.n_modes, \"| freqs:\", smatrix.f.size)" ] }, { "cell_type": "markdown", "id": "b43d4c26", "metadata": {}, "source": [ "## 4 · S-parameters\n", "\n", "The through path `opt1→opt2` should be near **0 dB** (an efficient adiabatic\n", "transfer) with deep back-reflection at `opt1`." ] }, { "cell_type": "code", "execution_count": 8, "id": "b30ebd65", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:59:18.919490Z", "iopub.status.busy": "2026-07-20T01:59:18.919370Z", "iopub.status.idle": "2026-07-20T01:59:18.991770Z", "shell.execute_reply": "2026-07-20T01:59:18.990581Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "beamz through opt1→opt2: +0.18 dB peak\n", "beamz through opt2→opt1: -0.28 dB peak (≈ opt1→opt2: near-reciprocal)\n", "beamz reflection opt1: -24.23 dB peak\n", "passive: True\n" ] } ], "source": [ "plot_smatrix(smatrix, kind=\"db\")\n", "plt.show()\n", "\n", "\n", "def thru(sm: SMatrix) -> np.ndarray:\n", " return sm.magnitude_db(out=sm.port_names[1], in_=sm.port_names[0])\n", "\n", "\n", "def refl(sm: SMatrix) -> np.ndarray:\n", " return sm.magnitude_db(out=sm.port_names[0], in_=sm.port_names[0])\n", "\n", "\n", "back = smatrix.magnitude_db(out=smatrix.port_names[0], in_=smatrix.port_names[1])\n", "print(f\"beamz through opt1→opt2: {float(np.nanmax(thru(smatrix))):+.2f} dB peak\")\n", "print(\n", " f\"beamz through opt2→opt1: {float(np.nanmax(back)):+.2f} dB peak (≈ opt1→opt2: near-reciprocal)\"\n", ")\n", "print(f\"beamz reflection opt1: {float(np.nanmax(refl(smatrix))):+.2f} dB peak\")\n", "print(\"passive:\", smatrix.is_passive(atol=0.05))" ] }, { "cell_type": "markdown", "id": "e8a5773d", "metadata": {}, "source": [ "## 5 · The field — light climbing the escalator\n", "\n", "The frequency-domain `|E|²` profile at the Si-core plane: the mode enters on the\n", "Si waveguide (left) and its energy leaves the Si plane as it transfers up into\n", "the SiN core — the vertical hand-off in action." ] }, { "cell_type": "code", "execution_count": 9, "id": "02c5ed82", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:59:18.992713Z", "iopub.status.busy": "2026-07-20T01:59:18.992624Z", "iopub.status.idle": "2026-07-20T01:59:19.073020Z", "shell.execute_reply": "2026-07-20T01:59:19.072225Z" } }, "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": "0b4212d3", "metadata": {}, "source": [ "## 6 · Cross-validation — free vs commercial\n", "\n", "**beamz is the only engine executed in this notebook.** The tidy3d\n", "and Lumerical curves are **pre-recorded reference results** (`recorded/`, see\n", "`PROVENANCE.md`) from an earlier live validation on those engines for the\n", "*identical* device — they are *not* re-run here (that needs cloud credits / a\n", "license). Overlaying the free beamz result on them: the three engines agree on\n", "the through transfer to within ~0.1–0.2 dB, and all show deep reflection." ] }, { "cell_type": "code", "execution_count": 10, "id": "15c8f4bf", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:59:19.074212Z", "iopub.status.busy": "2026-07-20T01:59:19.074130Z", "iopub.status.idle": "2026-07-20T01:59:19.187842Z", "shell.execute_reply": "2026-07-20T01:59:19.187196Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ref_tidy3d = SMatrix.from_npz(str(HERE / \"recorded\" / \"si_sin_escalator_tidy3d.npz\"))\n", "ref_lumerical = SMatrix.from_npz(str(HERE / \"recorded\" / \"si_sin_escalator_lumerical.npz\"))\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 4.5))\n", "for sm, label, style in [\n", " (smatrix, \"beamz (free)\", \"o-\"),\n", " (ref_tidy3d, \"tidy3d\", \"--\"),\n", " (ref_lumerical, \"Lumerical\", \"--\"),\n", "]:\n", " ax[0].plot(sm.wavelength_um, thru(sm), style, label=label)\n", " ax[1].plot(sm.wavelength_um, refl(sm), style, label=label)\n", "ax[0].set_title(\"through opt1 → opt2 (Si→SiN transfer)\")\n", "ax[1].set_title(\"reflection opt1\")\n", "for a in ax:\n", " a.set_xlabel(\"wavelength [µm]\")\n", " a.set_ylabel(\"|S| [dB]\")\n", " a.grid(alpha=0.3)\n", " a.legend()\n", "fig.suptitle(\"Si→SiN escalator — the free beamz engine reproduces tidy3d / Lumerical\")\n", "fig.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "id": "57078d78", "metadata": { "execution": { "iopub.execute_input": "2026-07-20T01:59:19.189339Z", "iopub.status.busy": "2026-07-20T01:59:19.189256Z", "iopub.status.idle": "2026-07-20T01:59:19.192574Z", "shell.execute_reply": "2026-07-20T01:59:19.192140Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "wavelength | beamz tidy3d lumerical (through, dB)\n", " 1.600 | 0.16 -0.00 -0.08\n", " 1.590 | 0.16 0.00 -0.08\n", " 1.580 | 0.13 0.01 -0.07\n", " 1.570 | 0.12 0.01 -0.07\n", " 1.560 | 0.10 0.02 -0.06\n", " 1.550 | 0.08 0.02 -0.05\n", " 1.540 | 0.09 0.02 -0.05\n", " 1.530 | 0.09 0.02 -0.04\n", " 1.520 | 0.13 0.02 -0.02\n", " 1.510 | 0.15 0.02 -0.02\n", " 1.500 | 0.18 0.03 -0.01\n" ] } ], "source": [ "print(f\"{'wavelength':>10} | {'beamz':>8} {'tidy3d':>8} {'lumerical':>10} (through, dB)\")\n", "grid = ref_tidy3d.wavelength_um\n", "for i, wl in enumerate(grid):\n", " b = float(np.interp(wl, smatrix.wavelength_um[::-1], thru(smatrix)[::-1]))\n", " print(\n", " f\"{wl:>10.3f} | {b:>8.2f} {float(thru(ref_tidy3d)[i]):>8.2f} {float(thru(ref_lumerical)[i]):>10.2f}\"\n", " )" ] }, { "cell_type": "markdown", "id": "519ffaa9", "metadata": {}, "source": [ "## Recap & next\n", "\n", "- The Si→SiN escalator is a **multi-layer** device (two cores at different z);\n", " `get_solver(\"beamz\")` builds and runs it on the free engine — no cloud\n", " account, no license.\n", "- Through transfer ≈ 0 dB with deep reflection, **matching recorded tidy3d and\n", " Lumerical** to ~0.1–0.2 dB: physics you can trust from a zero-cost solver.\n", "- Same pattern as everywhere: `Component` + `Technology` + `SimulationSpec` →\n", " `SMatrix`. See **`07_choosing_an_engine`** for the identical-job three-engine\n", " comparison on a single-layer device, and **`04_reading_results`** for the full\n", " `SMatrix` analysis surface." ] } ], "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 }