{ "cells": [ { "cell_type": "markdown", "id": "2d0d3730-6c25-4e80-9b71-3c79e05a5c2f", "metadata": {}, "source": [ "## Overview\n", "\n", "This example shows how to use PLAMS and ParAMS to refit the bandstructure of silicon from GFN1-xTB based on BAND reference calculation. We also include in the fitting, the repulsive part of the potential to improve the description of the silicon volume scan. We start with some imports." ] }, { "cell_type": "code", "execution_count": 1, "id": "54e52dc9-9673-4cbb-95be-046edecda221", "metadata": {}, "outputs": [], "source": [ "import scm.plams as plams\n", "import scm.params as params\n", "import matplotlib.pyplot as plt\n", "from matplotlib.lines import Line2D\n", "import os\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "id": "e2d8dc4c-bce4-4126-9524-cf3eb7c5c0f9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PLAMS working folder: /Users/nonofrio/Documents/amshome_fix2024/scripting/scm/params/doc/source/examples/xtb_si/plams_workdir\n" ] } ], "source": [ "plams.init()" ] }, { "cell_type": "markdown", "id": "4a8d2874-a74a-4576-b10a-203d34a5fc33", "metadata": {}, "source": [ "## Some settings and functions\n", "\n", "We first define some settings to run BAND, xTB, and some tasks such as Single Point and equation of state (EOS)." ] }, { "cell_type": "code", "execution_count": 3, "id": "a9377143-8f99-48c1-8195-6249582e0ba1", "metadata": {}, "outputs": [], "source": [ "s_band = plams.Settings()\n", "s_band.input.BAND.Basis.Type = \"TZP\"\n", "s_band.input.BAND.XC.GGA = \"PBE\"\n", "s_band.input.BAND.XC.DISPERSION = \"Grimme3\"\n", "s_band.input.BAND.BandStructure.Enabled = \"Yes\"" ] }, { "cell_type": "code", "execution_count": 4, "id": "0fc65850-9404-4809-bdbd-1416e6125f0a", "metadata": {}, "outputs": [], "source": [ "s_xTB = plams.Settings()\n", "s_xTB.input.dftb.model = \"GFN1-xTB\"" ] }, { "cell_type": "code", "execution_count": 5, "id": "4e1b10ca-d421-4533-8211-4fee7d79af27", "metadata": {}, "outputs": [], "source": [ "s_sp = plams.Settings()\n", "s_sp.input.ams.Task = \"SinglePoint\"" ] }, { "cell_type": "code", "execution_count": 6, "id": "f4ac5ee8-2408-4dcb-888c-f9a8e3bbffe1", "metadata": {}, "outputs": [], "source": [ "s_eos = plams.Settings()\n", "s_eos.input.ams.Task = \"pesscan\"\n", "s_eos.input.ams.PESScan.ScanCoordinate.NPoints = 5\n", "s_eos.input.ams.PESScan.ScanCoordinate.CellVolumeScalingRange = \"0.80 1.20\"\n", "s_eos.input.ams.PESScan.CalcPropertiesAtPESPoints = \"Yes\"\n", "s_eos.input.ams.Properties.StressTensor = \"Yes\"\n", "s_eos.input.ams.Properties.Gradients = \"Yes\"" ] }, { "cell_type": "markdown", "id": "9f6835d8-5cde-4cb2-9fda-b8845a1a67c9", "metadata": {}, "source": [ "Some functions to setup the jobs, extract the EOS, plot the EOS and bandstructure." ] }, { "cell_type": "code", "execution_count": 7, "id": "c4a4b730-a497-4c53-a06c-c87a667964f8", "metadata": {}, "outputs": [], "source": [ "def get_job(settings, name, mol):\n", " job = plams.AMSJob(settings=settings, molecule=mol, name=name)\n", " return job" ] }, { "cell_type": "code", "execution_count": 8, "id": "95063fda-492f-4fed-83be-371aabd8b807", "metadata": {}, "outputs": [], "source": [ "def get_eos(job):\n", " to_A = plams.Units.convert(1, \"bohr\", \"angstrom\")\n", " to_eV = plams.Units.convert(1, \"au\", \"eV\")\n", " vols = np.array(job.results.readrkf(\"PESScan\", \"PESCoords\")[0::7]) * to_A * to_A * to_A\n", " energies = np.array(job.results.readrkf(\"PESScan\", \"PES\")) * to_eV\n", " return vols, energies" ] }, { "cell_type": "code", "execution_count": 9, "id": "910268c3-2618-4e78-adda-b71f39ef4a72", "metadata": {}, "outputs": [], "source": [ "def plot_eos(x_list, y_list, name_list):\n", " plt.figure()\n", " clist = [\"b\", \"r\", \"g\"]\n", " for i in range(len(x_list)):\n", " plt.plot(x_list[i], y_list[i] - min(y_list[i]), label=name_list[i], color=clist[i])\n", " plt.xlabel(\"Volume in A^3\")\n", " plt.ylabel(\"Energy in eV\")\n", " plt.legend()\n", " plt.savefig(f\"eos{'_'.join(name_list)}.pdf\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "a84c1704-c9c7-45f9-9099-32b8d4d767d2", "metadata": {}, "outputs": [], "source": [ "def plot_bands(job, name):\n", "\n", " x, y_spin_up, y_spin_down, labels, fermi_energy = job.results.get_band_structure(unit=\"eV\")\n", " plams.plot_band_structure(x, y_spin_up, None, labels, fermi_energy, zero=\"fermi\")\n", " plt.ylim(-10, 10)\n", " plt.ylabel(\"$E - E_{Fermi}$ (eV)\")\n", " plt.xlabel(\"Path\")\n", " plt.title(name)\n", " plt.savefig(f\"bands_{name}.pdf\")" ] }, { "cell_type": "code", "execution_count": 11, "id": "db98f7a8-5bce-4fdc-b103-43afc74262a3", "metadata": {}, "outputs": [], "source": [ "def get_bandgap(job, name):\n", " toeV = plams.Units.convert(1.0, \"hartree\", \"eV\")\n", " topvb = job.results.readrkf(\"BandStructure\", \"TopValenceBand\", file=\"engine\") * toeV\n", " bottomcb = job.results.readrkf(\"BandStructure\", \"BottomConductionBand\", file=\"engine\") * toeV\n", " gap = bottomcb - topvb\n", " # print(f\"Results ({name}):\")\n", " # print(f\"Top of valence band: {topvb:.2f} eV\")\n", " # print(f\"Bottom of conduction band: {bottomcb:.2f} eV\")\n", " print(f\"{name} bandgap: {gap:.2f} eV\")" ] }, { "cell_type": "markdown", "id": "0d6c5681-cdee-4654-856a-11bc66b6989d", "metadata": {}, "source": [ "## Si unit cell" ] }, { "cell_type": "code", "execution_count": 12, "id": "2a3205af-25fc-4ef9-a7e6-048ef5762717", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Si_unit = plams.AMSJob.from_input(\n", " \"\"\"\n", " System\n", " Atoms\n", " Si -0.67875 -0.67875 -0.67875 \n", " Si 0.67875 0.67875 0.67875 \n", " End\n", " Lattice\n", " 0.0 2.715 2.715\n", " 2.715 0.0 2.715\n", " 2.715 2.715 0.0\n", " End\n", " End\n", "\"\"\"\n", ").molecule[\"\"]\n", "plams.plot_molecule(Si_unit)" ] }, { "cell_type": "markdown", "id": "0659e232-3d7d-4a4c-bd5c-6bc710a120c1", "metadata": {}, "source": [ "## EOS of Silicon\n", "\n", "Let's perform an EOS of Silicon with BAND and xTB and compare the results." ] }, { "cell_type": "code", "execution_count": 13, "id": "c8ff2155-17ca-4f8b-ab52-a3669d906adc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.07|10:18:02] JOB Si_volumescan_BAND STARTED\n", "[10.07|10:18:02] JOB Si_volumescan_BAND RUNNING\n", "[10.07|10:26:27] JOB Si_volumescan_BAND FINISHED\n", "[10.07|10:26:27] JOB Si_volumescan_BAND SUCCESSFUL\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band_eos_job = get_job(s_band + s_eos, \"Si_volumescan_BAND\", Si_unit)\n", "band_eos_job.run()" ] }, { "cell_type": "code", "execution_count": 14, "id": "4ace74d8-7be9-41a5-b2f8-b44adebcecf9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.07|10:34:31] JOB Si_volumescan_xTB STARTED\n", "[10.07|10:34:31] JOB Si_volumescan_xTB RUNNING\n", "[10.07|10:35:24] JOB Si_volumescan_xTB FINISHED\n", "[10.07|10:35:24] JOB Si_volumescan_xTB SUCCESSFUL\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xTB_eos_job = get_job(s_xTB + s_eos, \"Si_volumescan_xTB\", Si_unit)\n", "xTB_eos_job.run()" ] }, { "cell_type": "code", "execution_count": 15, "id": "1d998fc5-4aca-42c4-9fee-7c564f87253f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_band, y_band = get_eos(band_eos_job)\n", "x_xTB, y_xTB = get_eos(xTB_eos_job)\n", "plot_eos([x_band, x_xTB], [y_band, y_xTB], [\"BAND\", \"xTB\"]);" ] }, { "cell_type": "markdown", "id": "d4587a1a-26a6-48d6-b17d-aa37f9a371b0", "metadata": {}, "source": [ "## Bandstructure of Silicon\n", "\n", "Similarly we now perform the bandstructure calculation of Silicon with BAND and xTB and compare the results." ] }, { "cell_type": "code", "execution_count": 16, "id": "1870b63d-0ae7-46ef-9d67-3d3ef5a49210", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.07|10:35:48] JOB Si_bandstructure_BAND STARTED\n", "[10.07|10:35:48] JOB Si_bandstructure_BAND RUNNING\n", "[10.07|10:36:33] JOB Si_bandstructure_BAND FINISHED\n", "[10.07|10:36:33] JOB Si_bandstructure_BAND SUCCESSFUL\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "band_bandstructure_job = get_job(s_band + s_sp, \"Si_bandstructure_BAND\", Si_unit)\n", "band_bandstructure_job.run()" ] }, { "cell_type": "code", "execution_count": 17, "id": "770d1a49-5514-4bc6-93c2-f66643ad3d3e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.07|10:38:49] JOB Si_bandstructure_xTB STARTED\n", "[10.07|10:38:49] JOB Si_bandstructure_xTB RUNNING\n", "[10.07|10:38:53] JOB Si_bandstructure_xTB FINISHED\n", "[10.07|10:38:53] JOB Si_bandstructure_xTB SUCCESSFUL\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xTB_bandstructure_job = get_job(s_xTB + s_sp, \"Si_bandstructure_xTB\", Si_unit)\n", "xTB_bandstructure_job.run()" ] }, { "cell_type": "code", "execution_count": 18, "id": "de71016c-3d3b-418f-ba14-7f1ac9c1f0b8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_bands(band_bandstructure_job, \"BAND\")\n", "plot_bands(xTB_bandstructure_job, \"xTB\");" ] }, { "cell_type": "code", "execution_count": 19, "id": "1fdc636e-9221-4d53-9982-89f5d03693ab", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "BAND bandgap: 0.82 eV\n", "xTB bandgap: 2.77 eV\n" ] } ], "source": [ "get_bandgap(band_bandstructure_job, \"BAND\")\n", "get_bandgap(xTB_bandstructure_job, \"xTB\")" ] }, { "cell_type": "markdown", "id": "292a93a7-04a7-48bb-a332-45c44cfd185a", "metadata": {}, "source": [ "## ParAMS optimization\n", "\n", "We now setup ParAMS to optimize xTB parameters to improve the bandstructure of Silicon. Note that we also include the EOS of Silicon to maintain and improve the proper geometric description of the crystal during the optimization." ] }, { "cell_type": "code", "execution_count": 20, "id": "ca632d48-29d8-4255-a8fc-a2ae346edc11", "metadata": {}, "outputs": [], "source": [ "results_importer_settings = plams.Settings()\n", "results_importer_settings.units.energy = \"eV\"\n", "results_importer_settings.units.forces = \"eV/angstrom\"\n", "ri = params.ResultsImporter(settings=results_importer_settings)" ] }, { "cell_type": "markdown", "id": "23183df1-aeca-425a-b0a2-f338c336ed1e", "metadata": {}, "source": [ "Here we import 10 bands of the bandstructure, as well as the bandgap." ] }, { "cell_type": "code", "execution_count": 21, "id": "659590c4-d262-47b1-bba8-454cb02e9cf8", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[\"bandgap('Si_bandstructure_BAND')\"]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bands_list = list(range(10))\n", "ri.add_singlejob(\n", " band_bandstructure_job.results.rkfpath(),\n", " properties={\n", " \"bandstructure(bands=\" + str(bands_list) + \",only_high_symmetry_points=True)\": {\n", " \"unit\": \"eV\"\n", " }\n", " },\n", ")\n", "ri.add_singlejob(\n", " band_bandstructure_job.results.rkfpath(), properties={\"bandgap\": {\"weight\": 10.0}}\n", ")" ] }, { "cell_type": "markdown", "id": "9ff2e342-9b35-4a92-849a-987dc42ce330", "metadata": {}, "source": [ "We import the EOS." ] }, { "cell_type": "code", "execution_count": 22, "id": "0d75c3e8-7d55-4ae6-838e-17fbf3420d3a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[\"energy('Si_volumescan_BAND_frame001')-energy('Si_volumescan_BAND_frame003')\",\n", " \"energy('Si_volumescan_BAND_frame002')-energy('Si_volumescan_BAND_frame003')\",\n", " \"energy('Si_volumescan_BAND_frame004')-energy('Si_volumescan_BAND_frame003')\",\n", " \"energy('Si_volumescan_BAND_frame005')-energy('Si_volumescan_BAND_frame003')\",\n", " \"forces('Si_volumescan_BAND_frame001')\",\n", " \"forces('Si_volumescan_BAND_frame002')\",\n", " \"forces('Si_volumescan_BAND_frame003')\",\n", " \"forces('Si_volumescan_BAND_frame004')\",\n", " \"forces('Si_volumescan_BAND_frame005')\",\n", " \"stresstensor_diagonal_3d('Si_volumescan_BAND_frame001')\",\n", " \"stresstensor_diagonal_3d('Si_volumescan_BAND_frame002')\",\n", " \"stresstensor_diagonal_3d('Si_volumescan_BAND_frame003')\",\n", " \"stresstensor_diagonal_3d('Si_volumescan_BAND_frame004')\",\n", " \"stresstensor_diagonal_3d('Si_volumescan_BAND_frame005')\"]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ri.add_pesscan_singlepoints(\n", " band_eos_job.results.rkfpath(),\n", " properties={\n", " \"relative_energies\": {\"relative_to\": \"min\", \"unit\": \"eV\", \"weight\": 2.0},\n", " \"forces\": {\"unit\": \"eV/angstrom\"},\n", " \"stresstensor_diagonal_3d\": {\"unit\": \"GPa\"},\n", " },\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "id": "310bbed8-1282-44b4-9832-c626d226bb1a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['params_Si/job_collection.yaml',\n", " 'params_Si/results_importer_settings.yaml',\n", " 'params_Si/training_set.yaml']" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "params_folder = \"params_Si\"\n", "ri.store(folder=params_folder, backup=True)" ] }, { "cell_type": "markdown", "id": "6c62137d-7b18-4c89-913a-a01f0cb8e54c", "metadata": {}, "source": [ "Below we define the xTB parameters to optimize." ] }, { "cell_type": "code", "execution_count": 24, "id": "b125332e-412c-45af-ae87-1c82c796ce0f", "metadata": {}, "outputs": [], "source": [ "s = plams.Settings()\n", "interface = params.GFN1xTBParameters(settings=s)\n", "interface[\"Si:Basis.3p.H_l\"].is_active = True\n", "interface[\"Si:Basis.3p.k_l\"].is_active = True\n", "interface[\"Si:Basis.3p.k_poly\"].is_active = True\n", "interface[\"Si:Basis.3p.zeta_l\"].is_active = True\n", "\n", "interface[\"Si:Basis.3s.H_l\"].is_active = True\n", "interface[\"Si:Basis.3s.k_l\"].is_active = True\n", "interface[\"Si:Basis.3s.k_poly\"].is_active = True\n", "interface[\"Si:Basis.3s.zeta_l\"].is_active = True\n", "\n", "interface[\"Si:alpha\"].is_active = True\n", "interface[\"Si:eta\"].is_active = True\n", "interface[\"Si:Gamma\"].is_active = True\n", "interface[\"Si:Z\"].is_active = True" ] }, { "cell_type": "code", "execution_count": 25, "id": "aa256133-7337-47cf-9f62-67c646904116", "metadata": {}, "outputs": [], "source": [ "interface.yaml_store(os.path.join(params_folder, \"parameter_interface.yaml\"))" ] }, { "cell_type": "markdown", "id": "5533f545-c7f8-46e4-894b-a52c1e51209c", "metadata": {}, "source": [ "And finally some settings for ParAMS." ] }, { "cell_type": "code", "execution_count": 26, "id": "39fa5528-0ac6-47d6-aa9e-17c855bb38df", "metadata": {}, "outputs": [], "source": [ "job = params.ParAMSJob.from_yaml(params_folder, use_relative_paths=True)\n", "job.settings.input.Task = \"Optimization\"\n", "job.add_optimizer(\"CMAES\", {\"Sigma0\": 0.01, \"PopSize\": 4})\n", "job.add_exit_condition(\"MaxTotalFunctionCalls\", 100)\n", "job.parameter_interface = os.path.join(params_folder, \"parameter_interface.yaml\")\n", "job.training_set = os.path.join(params_folder, \"training_set.yaml\")\n", "job.job_collection = os.path.join(params_folder, \"job_collection.yaml\")\n", "job.training_set.UsePipe = \"No\"" ] }, { "cell_type": "code", "execution_count": 27, "id": "7edc90fc-1bc8-4abb-a0f3-9dfff883fdd0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.07|10:39:40] JOB plamsjob STARTED\n", "[10.07|10:39:40] JOB plamsjob RUNNING\n", "[10.07|10:57:00] JOB plamsjob FINISHED\n", "[10.07|10:57:00] JOB plamsjob SUCCESSFUL\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "job.run()" ] }, { "cell_type": "markdown", "id": "100f8ade-cec4-46ac-bee2-604c298ae325", "metadata": {}, "source": [ "We can extract and plot the loss function." ] }, { "cell_type": "code", "execution_count": 28, "id": "e19f29d3-8099-464d-bfa3-bba795a0cd60", "metadata": {}, "outputs": [], "source": [ "epoch, training_loss = job.results.get_running_loss(data_set=\"training_set\")" ] }, { "cell_type": "code", "execution_count": 29, "id": "b0335955-67ee-4ea5-a1ed-b476146f7e63", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'Epoch')" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure()\n", "plt.plot(epoch, training_loss)\n", "plt.ylabel(\"Training loss\")\n", "plt.xlabel(\"Epoch\");\n", "# plt.savefig(f\"loss.pdf\")" ] }, { "cell_type": "markdown", "id": "8294d889-941f-4e55-9e7a-b522009c8fe9", "metadata": {}, "source": [ "## Validation\n", "\n", "Now we can recompute and plot the bandstructure and EOS with the optimized xTB parameters." ] }, { "cell_type": "code", "execution_count": 30, "id": "f8c7aea6-43b8-4481-acd0-0f1bcf687986", "metadata": {}, "outputs": [], "source": [ "s_optxTB = plams.Settings()\n", "s_optxTB.input.dftb.model = \"GFN1-xTB\"\n", "s_optxTB.input.dftb.ResourcesDir = job.results.get_xtb_files()" ] }, { "cell_type": "code", "execution_count": 31, "id": "3a70a45a-2e69-416c-9d26-45cc37e4e5a9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.07|11:02:21] JOB Si_bandstructure_optxTB STARTED\n", "[10.07|11:02:21] JOB Si_bandstructure_optxTB RUNNING\n", "[10.07|11:02:24] JOB Si_bandstructure_optxTB FINISHED\n", "[10.07|11:02:24] JOB Si_bandstructure_optxTB SUCCESSFUL\n" ] } ], "source": [ "optxTB_bandstructure_job = get_job(s_optxTB + s_sp, \"Si_bandstructure_optxTB\", Si_unit)\n", "optxTB_bandstructure_job.run();" ] }, { "cell_type": "code", "execution_count": 32, "id": "f80ab03d-48e6-4e34-ae16-f917d4c30de7", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_bands(band_bandstructure_job, \"BAND\")\n", "plot_bands(xTB_bandstructure_job, \"xTB\")\n", "plot_bands(optxTB_bandstructure_job, \"optxTB\");" ] }, { "cell_type": "code", "execution_count": 33, "id": "174fd422-61e5-407a-adf2-933ff8736c9c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "BAND bandgap: 0.82 eV\n", "xTB bandgap: 2.77 eV\n", "optxTB bandgap: 0.95 eV\n" ] } ], "source": [ "get_bandgap(band_bandstructure_job, \"BAND\")\n", "get_bandgap(xTB_bandstructure_job, \"xTB\")\n", "get_bandgap(optxTB_bandstructure_job, \"optxTB\")" ] }, { "cell_type": "code", "execution_count": 34, "id": "9a3fe438-0a7f-4771-9f17-bf1d4c2a2a32", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[10.07|11:02:37] JOB Si_volumescan_optxTB STARTED\n", "[10.07|11:02:37] JOB Si_volumescan_optxTB RUNNING\n", "[10.07|11:03:01] JOB Si_volumescan_optxTB FINISHED\n", "[10.07|11:03:01] JOB Si_volumescan_optxTB SUCCESSFUL\n" ] } ], "source": [ "optxTB_eos_job = get_job(s_optxTB + s_eos, \"Si_volumescan_optxTB\", Si_unit)\n", "optxTB_eos_job.run();" ] }, { "cell_type": "code", "execution_count": 35, "id": "be1a04d1-93b6-4ce7-a211-0e063cf3818b", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_optxTB, y_optxTB = get_eos(optxTB_eos_job)\n", "plot_eos([x_band, x_xTB, x_optxTB], [y_band, y_xTB, y_optxTB], [\"BAND\", \"xTB\", \"optxTB\"])\n", "plot_eos([x_band, x_optxTB], [y_band, y_optxTB], [\"BAND\", \"optxTB\"]);" ] }, { "cell_type": "markdown", "id": "78d436ba-2e25-428b-8117-6526ea34030e", "metadata": {}, "source": [ "What to do next:\n", "- use a more accurate functional in BAND for the electronic structure (HSE06)\n", "- adjust weights to get a better agreement between electronic and atomic structure" ] }, { "cell_type": "code", "execution_count": 39, "id": "953c181c-28d6-477e-8a08-6c015c919447", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[09.07|18:47:17] PLAMS run finished. Goodbye\n" ] } ], "source": [ "plams.finish()" ] } ], "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": "3.8.16" } }, "nbformat": 4, "nbformat_minor": 5 }