{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction\n", "\n", "This notebook demonstrates how to perform diffusivity and ionic conductivity analyses starting from a series of VASP AIMD simulations using Python Materials Genomics (pymatgen) and its add-on package pymatgen-analysis-diffusion. These notebooks are described in detail in\n", "\n", " Deng, Z.; Zhu, Z.; Chu, I.-H.; Ong, S. P. Data-Driven First-Principles Methods for the Study and Design of \n", " Alkali Superionic Conductors. Chem. Mater. 2017, 29 (1), 281–288 DOI: 10.1021/acs.chemmater.6b02648.\n", " \n", "If you find these notebooks useful and use the functionality demonstrated, please consider citing the above work.\n", "\n", "Let's start by importing some modules and classes that we will be using." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Uncomment the subsequent lines in this cell to install dependencies for Google Colab.\n", "# !pip install pymatgen==2022.7.19 pymatgen-analysis-diffusion\n", "from __future__ import annotations" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from IPython.display import Image\n", "\n", "%matplotlib inline\n", "\n", "import collections\n", "import json\n", "\n", "import matplotlib.pyplot as plt\n", "from pymatgen.analysis.diffusion.aimd.pathway import ProbabilityDensityAnalysis\n", "from pymatgen.analysis.diffusion.aimd.van_hove import VanHoveAnalysis\n", "from pymatgen.analysis.diffusion.analyzer import (\n", " DiffusionAnalyzer,\n", " get_arrhenius_plot,\n", " get_extrapolated_conductivity,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Preparation\n", "\n", "The *DiffusionAnalyzer* class in pymatgen can be instantiated from a supplied list of sequential vasprun.xml output files from the AIMD simulations. An example code (commented out) is shown below." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# files = [\"run1/vasprun.xml\", \"run2/vasprun.xml\", \"run3/vasprun.xml\"]\n", "# analyzer = DiffusionAnalyzer.from_files(files, specie=\"Li\", smoothed=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this work, all trajectories are stored in an efficient document-based MongoDB database. The format of the documents in the database is a binary JSON format. Here, we will instead instantiate the *DiffusionAnalyzer* from a pre-serialized *DiffusionAnalyzer* for each temperature." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "temperatures = [600, 800, 1000, 1200]\n", "analyzers = collections.OrderedDict()\n", "for temp in temperatures:\n", " with open(\"aimd_data/%d.json\" % temp) as f:\n", " d = json.load(f)\n", " analyzers[temp] = DiffusionAnalyzer.from_dict(d)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# MSD vs time plot\n", "\n", "For each temperature, we can plot the mean square displacement against time as follows (only 1000 K shown)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = analyzers[1000].get_msd_plot()\n", "title = ax.set_title(\"1000K\", fontsize=24)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Activation energy and ionic conductivity\n", "\n", "From diffusivity at each temperature, we can obtain activation energy and room temperature ionic conductivity by constructing an Arrhenius plot. " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "diffusivities = [d.diffusivity for d in analyzers.values()]\n", "\n", "plt = get_arrhenius_plot(temperatures, diffusivities)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the temperatures and diffusivities, one may obtained the extrapolated room-temperature conductivity as follows." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The Li ionic conductivity for Li6PS5Cl at 300 K is 0.0730 mS/cm\n" ] } ], "source": [ "rts = get_extrapolated_conductivity(\n", " temperatures,\n", " diffusivities,\n", " new_temp=300,\n", " structure=analyzers[800].structure,\n", " species=\"Li\",\n", ")\n", "print(\"The Li ionic conductivity for Li6PS5Cl at 300 K is %.4f mS/cm\" % rts)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Probability density function analysis\n", "\n", "We can compute the probability density function from the AIMD trajectories using the *ProbabilityDensityAnalysis* class implemented in the pymatgen-diffusion add-on. We will use the calculation at 800K as an example. The probability density function can then be output to a CHGCAR-like file for visualization in VESTA." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "structure = analyzers[800].structure\n", "trajectories = [s.frac_coords for s in analyzers[800].get_drift_corrected_structures()]\n", "pda = ProbabilityDensityAnalysis(structure, trajectories, species=\"Li\")\n", "pda.to_chgcar(\n", " \"aimd_data/CHGCAR.vasp\"\n", ") # Output to a CHGCAR-like file for visualization in VESTA." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The VESTA visualization software can be used to visualize isosurfaces in the probability density. The 800K probability density function at an isosurface of 0.002 is shown below." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(filename=\"aimd_data/Isosurface_800K_0.png\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# van Hove correlation function analysis\n", "\n", "We can compute the van Hove correlation function from a *DiffusionAnalyzer* using the *VanHoveAnalysis* class implemented in the pymatgen-diffusion add-on. We will use the calculation at 800K as an example. " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "vha = VanHoveAnalysis(analyzers[800])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can then plot the self ($G_s$) and distinct ($G_d$) parts of the van Hove correlation function as follows." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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