diff --git a/notebooks/PRL_2021_BL.ipynb b/notebooks/PRL_2021_BL.ipynb new file mode 100644 index 0000000..07ff91d --- /dev/null +++ b/notebooks/PRL_2021_BL.ipynb @@ -0,0 +1,265 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Reproducing Theory for Twisted Bilayer Photonic Crystal Slabs (PRL)\n", + "This notebook reproduces the results from Beicheng Lou's paper.\n", + "\n", + "https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.126.136101" + ] + }, + { + "attachments": { + "image.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Defining the structure\n", + "\n", + "The structure is composed of three layers bathed in air ($\\varepsilon=1$).\n", + "- Two twisted sieve-like films with $\\varepsilon=4$ and air holes\n", + "- One air gap between the layer\n", + "\n", + "![image.png](attachment:image.png)\n", + "\n", + "\n", + "We first draw the patterned square unit cell used in the PhC. The drawing has here a resolution of 128 pixels squared and the background epsilon is 4.\n", + "The disc is of radius 0.25 with $\\varepsilon=1$." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "sys.path.append(\"..\")\n", + "from khepri import Drawing\n", + "pattern = Drawing((128,128), 4)\n", + "pattern.disc(xy=(0, 0), radius=0.25, epsilon=1)\n", + "pattern.plot()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Before defining the Crystal, the twisted bilayer requires a special step. We will define the expansion of the Moiré lattice.\n", + "The base lattice will have for example 3 by 3 plane waves. The Moiré lattice is formed using rotation of the base lattices and the + operator provides the Minkowski sum." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "from khepri import Expansion\n", + "import numpy as np\n", + "twist_angle = np.deg2rad(20)\n", + "plane_waves = (3, 3)\n", + "e1 = Expansion(plane_waves)\n", + "e2 = Expansion(plane_waves)\n", + "e1.rotate(twist_angle/2)\n", + "e2.rotate(-twist_angle/2)\n", + "moire_expansion = e1 + e2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that the pattern is drawn and the expansion defined, we can start defining the crystal layer by layer. We need to use the `add_layer` method here as the layers need to be assigned their specific expansions using the Layer constructor." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "from khepri import Crystal, Layer\n", + "cl = Crystal.from_expansion(moire_expansion)\n", + "cl.add_layer(\"upper_layer\", Layer.pixmap(e1, pattern.canvas(), 0.2), extended=True)\n", + "cl.add_layer(\"lower_layer\", Layer.pixmap(e2, pattern.canvas(), 0.2), extended=True)\n", + "cl.add_layer(\"interlayer\", Layer.uniform(e1, 1, 0.3), extended=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can finally assemble the layer into the Crystal. We also se the te plane wave source and call solve.\n", + "After this step, the RCWA calculation is done!" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "cl.set_device([\"upper_layer\", \"interlayer\", \"lower_layer\"])\n", + "cl.set_source(wavelength=0.7, te=1, tm=0)\n", + "cl.solve()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Poynting flux after the device\n", + "cl.poynting_flux_end()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Practically, you want to do all the above inside a function. This will enable easy parameter sweeps." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "plane_waves = (3, 3)\n", + "def get_transmission(id):\n", + " frequency, twist_angle = freq_and_ta_array[id]\n", + " e1 = Expansion(plane_waves)\n", + " e2 = Expansion(plane_waves)\n", + " e1.rotate(twist_angle/2)\n", + " e2.rotate(-twist_angle/2)\n", + " moire_expansion = e1 + e2\n", + " cl = Crystal.from_expansion(moire_expansion)\n", + " cl.add_layer(\"upper_layer\", Layer.pixmap(e1, pattern.canvas(), 0.2), extended=True)\n", + " cl.add_layer(\"lower_layer\", Layer.pixmap(e2, pattern.canvas(), 0.2), extended=True)\n", + " cl.add_layer(\"interlayer\", Layer.uniform(e1, 1, 0.3), extended=True)\n", + " cl.set_device([\"upper_layer\", \"interlayer\", \"lower_layer\"])\n", + " cl.set_source(wavelength=1/frequency, te=1, tm=0)\n", + " cl.solve()\n", + " return cl.poynting_flux_end()[1] # Return R, T" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We now aim at obtaining the nice map in the article. We do so by varying twist and frequency from 0 to 45 deg and 0.7 to 0.83 c/a.\n", + "On an Apple 14' with standard M1 Chip on battery this takes 7'34'' for 50x50 map (2500 solve).\n", + "There is a way to make this MUCH faster (see below)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "frequencies = np.linspace(0.7, 0.83, 10)\n", + "twist_angles = np.deg2rad(np.linspace(0, 45, 10))\n", + "from itertools import product\n", + "from tqdm import trange\n", + "freq_and_ta_array = list(product(frequencies, twist_angles))\n", + "TMAP = np.array([ get_transmission(i) for i in trange(len(freq_and_ta_array)) ])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We finally plot our results! We write this in a function for later reuse." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt\n", + "def plotTMAP(MAP, shape):\n", + " MAP = np.reshape(MAP, shape)\n", + " plt.matshow(MAP, cmap=\"viridis\", origin=\"lower\", vmin=0, vmax=1)\n", + " plt.xlim(np.min(twist_angles), np.max(twist_angles))\n", + " plt.ylim(np.min(frequencies), np.max(frequencies))\n", + " plt.axis(\"square\")\n", + " plt.xlabel(\"Twist angle\")\n", + " plt.ylabel(\"Frequency\")\n", + "plotTMAP(TMAP, (10,10))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For a much faster version, we can work in parallel at the twist and wavelength level.\n", + "To do so we first disable all multithreading in numpy and khepri.\n", + "On my computer this takes 1m41 for a 50x50 map. In my case I can use 8 cores." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from multiprocessing.pool import ThreadPool\n", + "\n", + "frequencies = np.linspace(0.7, 0.83, 50)\n", + "twist_angles = np.deg2rad(np.linspace(0, 45, 50))\n", + "from itertools import product\n", + "freq_and_ta_array = list(product(frequencies, twist_angles))\n", + "with ThreadPool(8) as p:\n", + " TMAP = p.map(get_transmission, range(len(freq_and_ta_array)))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plotTMAP(TMAP, (50,50))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "env", + "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": "3.12.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}