{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 3: PXRD module in PyXtal\n", "Source code: https://github.com/qzhu2017/PyXtal\n", "\n", "Created by Qiang Zhu (2020/11/25)\n", "\n", "Last updated: 2022/08/11\n", "\n", "An interactive webpage can be found at the following [link](https://vxrd.physics.unlv.edu)\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# load the necessary libraries\n", "\n", "from pyxtal import pyxtal\n", "from pyxtal.XRD import Similarity\n", "from pkg_resources import resource_filename" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "------Crystal from Seed------\n", "Dimension: 3\n", "Composition: [aspirin]4\n", "Group: P 1 21/c 1 (14)\n", " 11.2330, 6.5440, 11.2310, 90.0000, 95.8900, 90.0000, monoclinic\n", "Wyckoff sites:\n", "\tH8C9O4 @ [ 0.2414 0.5782 0.0168] WP [4e] Site [1] Euler [ 0.0 0.0 0.0]\n" ] } ], "source": [ "# specify the path of an experimental structure\n", "cif_nacl = resource_filename(\"pyxtal\", \"database/cifs/NaCl.cif\")\n", "cif_aspirin = resource_filename(\"pyxtal\", \"database/cifs/aspirin.cif\")\n", "\n", "# load the structure from pyxtal\n", "\n", "# if you load the atomic crystal\n", "#xtal1 = pyxtal()\n", "#xtal1.from_seed(seed = cif_nacl) \n", "\n", "# to load a molecular crystal, also needs to specify the molecule tag\n", "xtal1 = pyxtal(molecular=True)\n", "xtal1.from_seed(seed=cif_aspirin, molecules=['aspirin'])\n", "print(xtal1)\n", "\n", "# visualize the structure\n", "# xtal1.show()" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 2theta d_hkl hkl Intensity Multi\n", " 7.912 11.174 [ 1 0 0] 43.69 2\n", " 15.693 5.647 [ 1 1 0] 11.94 4\n", " 15.694 5.647 [ 0 1 1] 13.85 4\n", " 15.863 5.587 [ 2 0 0] 15.35 2\n", " 15.866 5.586 [ 0 0 2] 100.00 2\n", " 17.002 5.215 [ 1 0 -2] 6.52 2\n", " 17.224 5.148 [ 1 1 -1] 1.15 4\n", " 17.965 4.938 [ 1 1 1] 2.18 4\n", " 18.472 4.803 [ 1 0 2] 1.69 2\n", " 20.907 4.249 [ 2 1 0] 8.59 4\n", " 20.909 4.249 [ 0 1 2] 22.40 4\n", " 21.308 4.170 [ 2 0 -2] 6.03 2\n", " 21.791 4.079 [ 2 1 -1] 6.94 4\n", " 21.792 4.078 [ 1 1 -2] 1.73 4\n", " 22.967 3.872 [ 2 1 1] 49.23 4\n", " 22.968 3.872 [ 1 1 2] 46.39 4\n", " 23.651 3.762 [ 2 0 2] 17.19 2\n", " 23.891 3.725 [ 3 0 0] 2.41 2\n", " 25.327 3.517 [ 2 1 -2] 4.51 4\n", " 27.255 3.272 [ 0 2 0] 13.80 2\n", " 27.346 3.261 [ 2 1 2] 50.63 4\n", " 27.384 3.257 [ 3 0 -2] 1.87 2\n", " 27.556 3.237 [ 3 1 0] 50.62 4\n", " 27.560 3.237 [ 0 1 3] 0.76 4\n", " 28.006 3.186 [ 3 1 -1] 5.42 4\n", " 28.009 3.186 [ 1 1 -3] 3.34 4\n", " 28.423 3.140 [ 1 2 0] 1.21 4\n", " 28.424 3.140 [ 0 2 1] 0.02 4\n", " 29.322 3.046 [ 1 2 -1] 0.25 4\n", " 29.405 3.038 [ 3 1 1] 7.16 4\n", " 29.408 3.037 [ 1 1 3] 2.32 4\n", " 29.776 3.001 [ 1 2 1] 2.25 4\n", " 30.175 2.962 [ 3 0 2] 2.27 2\n", " 30.662 2.916 [ 3 1 -2] 6.68 4\n", " 30.664 2.916 [ 2 1 -3] 1.43 4\n", " 31.691 2.823 [ 2 2 0] 3.22 4\n", " 31.693 2.823 [ 0 2 2] 2.77 4\n", " 32.040 2.793 [ 4 0 0] 3.69 2\n", " 32.046 2.793 [ 0 0 4] 0.02 2\n", " 32.230 2.777 [ 1 0 -4] 2.15 2\n", " 32.298 2.772 [ 2 2 -1] 0.25 4\n", " 32.299 2.772 [ 1 2 -2] 0.18 4\n", " 33.127 2.704 [ 2 2 1] 1.38 4\n", " 33.128 2.704 [ 1 2 2] 2.22 4\n", " 33.203 2.698 [ 3 1 2] 11.60 4\n", " 33.204 2.698 [ 2 1 3] 13.36 4\n", " 33.872 2.646 [ 1 0 4] 0.00 2\n", " 34.390 2.608 [ 4 0 -2] 0.70 2\n", " 34.394 2.607 [ 2 0 -4] 2.82 2\n", " 34.854 2.574 [ 2 2 -2] 2.34 4\n", " 34.923 2.569 [ 4 1 0] 0.01 4\n", " 34.929 2.569 [ 0 1 4] 2.85 4\n", "\n" ] } ], "source": [ "# compute the xrd project\n", "xrd = xtal1.get_XRD(thetas=[0, 35])\n", "\n", "# you can easily access the diffraction information by hkl indices\n", "print(xrd)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot XRD\n", "fig = xrd.plot_pxrd(fontsize=18, \n", " figsize=(16,6), \n", " show_hkl=False, \n", " xlim=[5,36], \n", " width=0.5, \n", " minimum_I=0.1)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This is running on Jupyter Notebook\n" ] }, { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "name": "Profile: gaussian", "type": "scatter", "x": [ 0, 0.020011435105774727, 0.040022870211549454, 0.06003430531732418, 0.08004574042309891, 0.10005717552887364, 0.12006861063464835, 0.1400800457404231, 0.16009148084619781, 0.18010291595197253, 0.20011435105774728, 0.220125786163522, 0.2401372212692967, 0.26014865637507145, 0.2801600914808462, 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"white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "PXRD of C36H32O16" }, "xaxis": { "title": { "text": "2θ (1.5418 Å)" } }, "yaxis": { "title": { "text": "Intensity" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot XRD\n", "xrd.plotly_pxrd()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Now we randomly perturb the crystal\n", "xtal2 = xtal1.copy()\n", "xtal2.apply_perturbation(d_lat=0.02)\n", "xrd2 = xtal2.get_XRD(thetas=[0, 35])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The similarity between two PXRDs is 0.9914\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Compare the the PXRDs of two structures\n", "p1 = xrd.get_profile()\n", "p2 = xrd2.get_profile()\n", "s = Similarity(p1, p2, x_range=[0,35])\n", "print(s)\n", "s.show()" ] } ], "metadata": { "@webio": { "lastCommId": null, "lastKernelId": null }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.7.12" } }, "nbformat": 4, "nbformat_minor": 4 }