{ "cells": [ { "cell_type": "markdown", "source": [ "# Defining a custom surface texture for ray-tracing\n", "\n", "This example shows how to define a surface texture from user input, either from 1D lists of\n", "x, y and z coordinates for each point on the surface, or from a 2D matrix specifying surface\n", "heights on a regular grid.\n", "\n", "First, we generate a random surface texture in the form of a 20 by 20 matrix. We generate the x\n", "and y coordinates between 0 and 10 um (the chosen width of the texture)." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 1, "outputs": [ { "data": { "text/plain": "
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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from rayflare.textures import xyz_texture, heights_texture, planar_surface\n", "from rayflare.ray_tracing import rt_structure\n", "from rayflare.options import default_options\n", "from rayflare.transfer_matrix_method import tmm_structure\n", "\n", "from solcore import material\n", "from solcore.structure import Layer\n", "\n", "x_in = np.linspace(0, 10, 20)\n", "y_in = np.linspace(0, 10, 20)\n", "\n", "X, Y = np.meshgrid(x_in, y_in)\n", "\n", "# generate a random surface texture\n", "Z = np.random.randint(low=0, high=3, size=(len(x_in), len(y_in)))\n", "\n", "plt.figure()\n", "plt.imshow(Z)\n", "plt.show()" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%%\n" }, "ExecuteTime": { "end_time": "2024-09-21T17:46:52.088003Z", "start_time": "2024-09-21T17:46:49.110623Z" } } }, { "cell_type": "markdown", "source": [ "Now we can define the texture in two ways: using coordinate lists and xyz_texture, or by providing\n", "the matrix of surface points and specifying the extent of the x and y axes. Both are shown here\n", "for the same random texture." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 2, "outputs": [ { "data": { "text/plain": "
", "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = X.flatten()\n", "y = Y.flatten()\n", "z = Z.flatten()\n", "\n", "# xyz_texture takes a 1D numpy array/list of x, y and z coordinates\n", "random_surf = xyz_texture(x, y, z)\n", "\n", "# can also use heights_texture; this takes a 2D array of z coordinates and\n", "# the extent of the x and y axes\n", "random_surf_2 = heights_texture(Z, np.max(x_in), np.max(y_in))\n", "\n", "# random_surf and random_surf_2 are identical\n", "\n", "[front, back] = random_surf\n", "\n", "fig = plt.figure()\n", "ax = plt.subplot(projection='3d')\n", "ax.view_init(elev=50., azim=60)\n", "ax.plot_trisurf(front.Points[:,0], front.Points[:,1], front.Points[:,2],\n", " triangles=front.simplices, linewidth=1, color = (0.8, 0.8, 0.8, 0.8))\n", "ax.set_xlabel('x')\n", "ax.set_ylabel('y')\n", "ax.set_zlabel('z')\n", "\n", "plt.show()" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%%\n" }, "ExecuteTime": { "end_time": "2024-09-21T17:46:52.265139Z", "start_time": "2024-09-21T17:46:52.092535Z" } } }, { "cell_type": "markdown", "source": [ "Now we define a planar surface (for the rear of the structure) and define a simple 200 micron\n", "Si slab with the random texture on the front and a planar rear and do ray-tracing to calculate\n", "absorption, reflection and transmission." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "execution_count": 3, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n", "INFO: Calculating next wavelength...\n" ] } ], "source": [ "flat_surf = planar_surface(size=20) # pyramid size in microns\n", "\n", "Air = material('Air')()\n", "Si = material('Si')()\n", "\n", "wavelengths = np.linspace(300, 1190, 20)*1e-9\n", "\n", "options = default_options()\n", "options.n_rays = 1000\n", "options.wavelength = wavelengths\n", "\n", "# set up ray-tracing options\n", "rtstr = rt_structure(textures=[random_surf, flat_surf],\n", " materials=[Si],\n", " widths=[200e-6], incidence=Air, transmission=Air)\n", "result = rtstr.calculate(options)" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%%\n" }, "ExecuteTime": { "end_time": "2024-09-21T17:47:12.313947Z", "start_time": "2024-09-21T17:46:52.266337Z" } } }, { "cell_type": "markdown", "source": [ "To compare, we also calculate what the absorption would be in a completely planar slab of 200\n", "microns of Si, using the TMM method. We expect that absorption is higher in the textured case,\n", "and reflection and transmission are lower. We also plot the average number of interactions with\n", "the front and back surfaces and the average number of passes through the bulk for the randomly\n", "textured case." ], "metadata": { "collapsed": false, "pycharm": { "name": "#%% md\n" } } }, { "cell_type": "code", "execution_count": 4, "outputs": [ { "data": { "text/plain": "
", "image/png": 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" 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "options.coherent = False\n", "options.coherency_list = ['i']\n", "planar_struct = tmm_structure([Layer(200e-6, Si)], incidence=Air, transmission=Air)\n", "result_planar = planar_struct.calculate(options)\n", "\n", "plt.figure()\n", "plt.plot(wavelengths*1e9, result['R'], '-k', label='R')\n", "plt.plot(wavelengths*1e9, result['A_per_layer'][:,0], '-r', label='A')\n", "plt.plot(wavelengths*1e9, result['T'], '-b', label='T')\n", "plt.plot(wavelengths*1e9, result_planar['R'], '--k', label='planar R')\n", "plt.plot(wavelengths*1e9, result_planar['A_per_layer'][:,0], '--r', label='planar A')\n", "plt.plot(wavelengths*1e9, result_planar['T'], '--b', label='planar T')\n", "plt.legend()\n", "plt.xlabel('Wavelength (nm)')\n", "plt.ylabel('R/A/T')\n", "plt.autoscale(tight=True)\n", "plt.ylim(0,1)\n", "plt.show()\n", "\n", "plt.figure()\n", "plt.plot(wavelengths*1e9, np.mean(result['n_interactions'], 1),\n", " label='Mean number of surface interactions')\n", "plt.plot(wavelengths*1e9, np.mean(result['n_passes'], 1),\n", " label='Mean number of passes')\n", "plt.xlabel('Wavelength (nm)')\n", "plt.ylabel('N')\n", "plt.autoscale(tight=True)\n", "plt.legend()\n", "plt.show()" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%%\n" }, "ExecuteTime": { "end_time": "2024-09-21T17:47:12.511869Z", "start_time": "2024-09-21T17:47:12.316699Z" } } } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.6" } }, "nbformat": 4, "nbformat_minor": 0 }