{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction\n", "\n", "This is an example of how to plot a Crystal Orbital Hamilton Population (COHP) calculated with the Local-Orbital Basis Suite Towards Electronic-Structure Reconstruction (LOBSTER) code. See http://schmeling.ac.rwth-aachen.de/cohp/ for more information. (Credit: Marco Esters and Anubhav Jain)." ] }, { "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" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pymatgen.electronic_structure.cohp import Cohp\n", "from pymatgen.electronic_structure.plotter import CohpPlotter\n", "from pymatgen.io.lobster import Cohpcar\n", "\n", "%matplotlib inline\n", "\n", "COHPCAR_path = \"/Users/shyuep/repos/pymatgen/test_files/cohp/COHPCAR.lobster\"\n", "cohpcar = Cohpcar(filename=COHPCAR_path)\n", "cdata = cohpcar.cohp_data\n", "cdata_processed = {}\n", "for key in cdata:\n", " c = cdata[key]\n", " c[\"efermi\"] = 0\n", " c[\"energies\"] = cohpcar.energies\n", " c[\"are_coops\"] = False\n", " cdata_processed[key] = Cohp.from_dict(c)\n", "cp = CohpPlotter()\n", "cp.add_cohp_dict(cdata_processed)\n", "x = cp.get_plot()\n", "x.ylim([-6, 6])\n", "x.show()" ] } ], "metadata": { "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": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 2 }