{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "(example_Ni(110))=\n", "\n", "# Example System: Ni(110) using the ASE interface\n", "\n", "In this example, we demonstrate how to use the ``viperleed.calc`` Python package and its {ref}`interface` to the atomic simulation environment (ASE) package with a Ni(110) surface.\n", "\n", "The ViPErLEED {term}`API` and ASE interface are most relevant to users interested in high-throughput LEED-*I*(*V*) calculations.\n", "We use the example of the Ni(110) surface to showcase how a surface structure can be created, customized in ASE, and then passed to ViPErLEED.\n", "In this example, we first create a surface structure for a simple Ni(110)-(1 × 1) bulk termination.\n", "We then remove one atom to create a (1 × 2) missing-row reconstruction and pass on both structures to ViPErLEED.\n", "\n", "We show how to set up a ViPErLEED calculation directly from these ``ase.Atoms`` objects without writing out a {ref}`POSCAR` file.\n", "This yields theoretical LEED-*I*(*V*) curves, which we can easily visualize and between which we can calculate an {math}`R` factor.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{tip}\n", "\n", "If this is your first time running ViPErLEED, make sure to first follow the {ref}`installation instructions`.\n", "For details on how to execute ViPErLEED on your system, see the {ref}`How to run section`.\n", "\n", "For an example on how to run ViPErLEED without the ASE interface see, for instance, {ref}`this tutorial`.\n", "```" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "This example contains Python code to showcase the ASE interface and ViPErLEED API.\n", "To follow along, you can directly copy–paste the Python code into a Python environment.\n", "We recommend using a {term}`Jupyter` notebook to directly get visual output." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# ASE imports\n", "import ase.build\n", "from ase.visualize.plot import plot_atoms\n", "\n", "# ViPErLEED imports\n", "from viperleed.calc.from_ase import SlabTransform\n", "from viperleed.calc.from_ase import plot_iv_from_csv\n", "from viperleed.calc.from_ase import rfactor_from_csv\n", "from viperleed.calc.from_ase import run_from_ase\n", "\n", "# Prepare matplotlib to produce vector graphics\n", "# in jupyter notebooks instead of raster ones.\n", "# This seems to be broken as of June 2024 in docutils. The images are rendered\n", "# as raster anyway in HTML and not included at all in PDF. The next version of\n", "# docutils (0.20.2) may fix this. See\n", "# https://sourceforge.net/p/docutils/code/9517/tree//trunk/docutils/HISTORY.txt\n", "# However, upgrading is blocked by the dependencies of sphinx-rtd-theme.\n", "# See https://github.com/readthedocs/sphinx_rtd_theme/issues/1557\n", "# %config InlineBackend.figure_formats = ['svg']\n", "\n", "# And load pyplot for displaying\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Creating the Ni surfaces\n", "\n", "The first step is to create the Ni(110) surface structure as an `ase.atoms.Atoms` object.\n", "We can use the convenient surface-creations tools contained in the [ase.build module](https://wiki.fysik.dtu.dk/ase/ase/build/surface.html).\n", "Since Ni is an {term}`fcc` metal, we can use the ``ase.build.fcc110`` function.\n", "ASE will automatically recognize ``'Ni'`` as an element name and use the correct experimental lattice constant for the structure.\n", "\n", "We first create the bulk-truncated structure with six layers.\n", "For our visualization below, we also add 3 Å of vacuum above and below the slab." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "element = 'Ni'\n", "cell_1x1 = ase.build.fcc110(element, size=(1, 1, 6), vacuum=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using the `matplotlib` and the `ase.visualize` modules we can take a look at the `atoms` object:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def show_slab_along_z_y(atoms):\n", " \"\"\"Return a figure with two views of `atoms` ready for showing.\"\"\"\n", " fig, axarr = plt.subplots(1, 2, figsize=(10, 5))\n", "\n", " plot_atoms(atoms, axarr[0], rotation=('0x,0y,0z'))\n", " plot_atoms(atoms, axarr[1], rotation=('-90x,-90y,0z'))\n", "\n", " axarr[0].set_title('View along $(\\overline{1}\\overline{1}0)$')\n", " axarr[1].set_title('View along $(1\\overline{1}0)$')\n", "\n", " axarr[0].set_xlabel('$(1\\overline{1}0)$, $\\it{x}$ axis (Å)')\n", " axarr[0].set_ylabel('$(001)$, $\\it{y}$ axis (Å)')\n", " axarr[1].set_xlabel('$(001)$, $\\it{y}$ axis (Å)')\n", " axarr[1].set_ylabel('$(110)$, $\\it{z}$ axis (Å)')\n", "\n", " return fig" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_ = show_slab_along_z_y(cell_1x1)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "The Ni atoms are depicted as green spheres and the unit cell (periodic boundary conditions along {math}`x` and {math}`y`) is indicated with a dashed line.\n", "The surface is facing upwards, towards larger {math}`z` coordinates, as per {ref}`ViPErLEED convention`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To create the missing-row reconstruction, we first make a slab with a (1 × 2) supercell and six layers.\n", "In the `ase.Atoms` object, the atoms are currently sorted from lowest to highest, which we can double check by listing their positions." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[0.5 , 0.25 , 0.24544817],\n", " [0.5 , 0.75 , 0.24544817],\n", " [0. , 0. , 0.3472689 ],\n", " [0. , 0.5 , 0.3472689 ],\n", " [0.5 , 0.25 , 0.44908963],\n", " [0.5 , 0.75 , 0.44908963],\n", " [0. , 0. , 0.55091037],\n", " [0. , 0.5 , 0.55091037],\n", " [0.5 , 0.25 , 0.6527311 ],\n", " [0.5 , 0.75 , 0.6527311 ],\n", " [0. , 0. , 0.75455183],\n", " [0. , 0.5 , 0.75455183]])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "supercell_1x2 = ase.build.fcc110(element, size=(1, 2, 6), vacuum=3)\n", "\n", "# Show fractional coordinates of Ni atoms\n", "supercell_1x2.get_scaled_positions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To create the missing-row reconstruction, we thus need to remove one of the two atoms in the surface layer.\n", "We simply duplicate the supercell and create the missing-row reconstruction by removing the last atom:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "missing_row_1x2 = supercell_1x2.copy()\n", "del missing_row_1x2[-1]\n", "\n", "_ = show_slab_along_z_y(supercell_1x2) # Bulk-truncated (1x2)\n", "_ = show_slab_along_z_y(missing_row_1x2) # Missing-row reconstruction" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## ViPErLEED Input\n", "\n", "Now that we have a slab, we can prepare the ViPErLEED calculation. Apart from the input structure, ViPErLEED needs some additional information to run.\n", "Multiple {ref}`input files` should be present in a {ref}`source directory`. \n", "For this example, we create a temporary directory to run the calculation using the [Python tempfile module](https://docs.python.org/3/library/tempfile.html), but you can also use a persistent path." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "import tempfile\n", "from pathlib import Path\n", "\n", "bulk_term_dir = Path(tempfile.mkdtemp())\n", "missing_row_dir = Path(tempfile.mkdtemp())\n", "\n", "tempdirs = [bulk_term_dir, missing_row_dir]" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Input Files\n", "The ViPErLEED ASE interface allows you to specify a separate path (argument ``inputs_path``) from which other input files will be copied.\n", "This can be useful, for example, for batch processing of test structures with similar settings." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "inputs_path = '../../../_static/example_systems/Ni(110)/'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In our case, we provide two files in the input directory: {ref}`PARAMETERS` and {ref}`IVBEAMS`." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "#### PARAMETERS\n", "\n", "As usual, we provide settings using the {ref}`PARAMETERS file` (see {numref}`list_ni_parameters`).\n", "In the ViPErLEED ASE interface you can use all parameters available in a typical ViPErLEED run.\n", "\n", "(list_ni_parameters)=\n", "```{literalinclude} /_static/example_systems/Ni(110)/PARAMETERS\n", " :language: console\n", " :caption: PARAMETERS file for Ni(110)-(1 × 2).\n", "```\n", "\n", "##### Global Parameters\n", "\n", "As usual, we chose the reference calculation by setting {ref}`RUN = 1`.\n", "We can further specify the energy range to calculate ({ref}`THEO_ENERGIES`), and the maximum angular-momentum quantum number to use ({ref}`LMAX`).\n", "\n", "Normally, ViPErLEED would stop execution after the initialization the first time we run with a new structure.\n", "This is to allow the user to check the recognized symmetry and the potentially reduced POSCAR file.\n", "For this run via the ASE interface we want to avoid this behavior.\n", "To do so, we can set {ref}`HALTING = 3`, which means that ViPErLEED will continue running unless it encounters an error.\n", "\n", "##### Structure Interpretation\n", "\n", "We don't have a {ref}`POSCAR file`, but we can still use the {ref}`BULK_LIKE_BELOW` parameter to tell ViPErLEED how to distinguish between the surface and the bulk.\n", "In this example, we can use the bottom two layers as bulk layers, so we can use a value of 0.42 (compare {math}`z` positions as shown above).\n", "\n", "The ASE interface also has one more feature that we can use here: By leaving out the {ref}`SITE_DEF` parameter, we tell ViPErLEED to use automatic site detection. See {ref}`here` for more details on how this works.\n", "\n", "##### VIBROCC Parameters\n", "Since we don't provide a {ref}`VIBROCC file`, we need to specify the {ref}`T_DEBYE` {cite:p}`george1967debyeNi`, {ref}`T_EXPERIMENT`, and {ref}`VIBR_AMP_SCALE` parameters. The latter is especially important because of automatic site detection: `surf`-labeled sites are created in the background for atoms at the surface.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### IVBEAMS\n", "\n", "Since we want to perform a theory–theory comparison and don't have an {ref}`EXPEBEAMS file`, we also need to provide the {ref}`IVBEAMS` file, which specifies for which diffraction beams output spectra should be generated.\n", "We will use a very simple IVBEAMS with just four beams, shown in {numref}`list_ni_ivbeams`.\n", "\n", "(list_ni_ivbeams)=\n", "```{literalinclude} /_static/example_systems/Ni(110)/IVBEAMS\n", " :language: console\n", " :caption: IVBEAMS file for Ni(110)-(1 × 2).\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running ViPErLEED" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We can now start the ViPErLEED calculation using the ``run_from_ase`` function we imported at the top.\n", "Using ``exec_path`` we specify the directory where to execute the calculation, and with ``inputs_path`` we provide the directory that contains the input files.\n", "The `ase.Atoms` objects is passed via ``ase_object``.\n", "Finally, we can specify the ``slab_transforms`` argument. This parameter can be used to apply one or more transformations to the `ase.Atoms` object. These include rotations/mirroring of the coordinate frame to have the surface-normal direction along {math}`z`, and removing atoms below a threshold (as fraction of the {math}`\\mathbf{c}` unit vector). This can be useful if you are starting from a symmetric slab, such as those commonly used in {term}`DFT` calculations. In our case, we want to keep the entire slab, so we simply set ``cut_cell_c_fraction=0``. (We could equally not specify any ``slab_transforms``, as the default is to not apply any processing to the slab.)\n", "\n", "We use the Jupyter magic command ``%%capture`` to suppress the output of the cell, which would otherwise print out the entire content of the {ref}`ViPErLEED log file`." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "transform = SlabTransform(cut_cell_c_fraction=0.0)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "%%capture\n", "\n", "refcalc_results = run_from_ase(\n", " exec_path=bulk_term_dir,\n", " inputs_path=inputs_path,\n", " ase_object=cell_1x1,\n", " slab_transforms=transform,\n", " )\n", "\n", "theobeams_supercell, *_, v0i_bt = refcalc_results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "``run_from_ase`` returns four values which we store in ``refcalc_results``.\n", "The first three objects are string versions of the contents of the output files {ref}`THEOBEAMS.csv`, {ref}`Complex_amplitudes_real.csv and Complex_amplitudes_imag.csv`.\n", "The last return value is a float number giving the value for the imaginary part of the inner potential, {math}`V_{0\\mathrm{i}}`, used in the calculation.\n", "This value could be read from PARAMETERS ({ref}`V0_IMAG`) and is returned here only for convenience because it is needed for calculating the *R* factor {ref}`later on`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We then repeat the same calculation for the supercell with the missing-row reconstruction." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "%%capture\n", "\n", "refcalc_results = run_from_ase(\n", " exec_path=missing_row_dir,\n", " inputs_path=inputs_path,\n", " ase_object=missing_row_1x2,\n", " slab_transforms=transform,\n", " )\n", "\n", "theobeams_missing_row, *_, v0i_mr = refcalc_results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The theoretical spectra are now available for both surfaces in the form of strings:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " E, ( 1| 0), ( 0| 1), ( 1| 1), ( 2| 0)\n", " 50.00, 9.39720E-04, 1.78610E-03, 1.75960E-04, 6.28470E-04\n", " 52.00, 5.74120E-04, 1.89430E-03, 1.04610E-04, 8.11930E-04\n", " 54.00, 3.39120E-04, 1.59250E-03, 6.74570E-05, 8.34660E-04\n", " 56.00, 2.80510E-04, 1.17110E-03, 5.36800E-05, 7.41610E-04\n", " 58.00, 3.23530E-04, 7.44730E-04, 5.05370E-05, 5.73750E-04\n", " 60.00, 3.98020E-04, 3.44230E-04, 5.49550E-05, 3.99800E-04\n", " 62.00, 4.60290E-04, 8.54190E-05, 6.34520E-05, 2.59200E-04\n", " 64.00, 4.65200E-04, 3.39470E-06, 7.00400E-05, 1.56500E-04\n", " 66.00, 4.33260E-04, 1.11250E-05, 7.19710E-05, 8.38170E-05\n" ] } ], "source": [ "first_10_lines = '\\n'.join(theobeams_missing_row.splitlines()[:10])\n", "print(first_10_lines)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting the *I*(*V*) curves\n", "\n", "We can use the ``plot_iv_from_csv`` function to plot the *I*(*V*) curves for both surfaces to visually compare them:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Legends for plot\n", "legends = (f'{element}(110)-(1 × 1) Bulk Truncated',\n", " f'{element}(110)-(1 × 2) Missing Row')\n", "\n", "# Call plot_iv_from_csv from ASE interface\n", "iv_curves = plot_iv_from_csv(\n", " beam_file=(theobeams_supercell, theobeams_missing_row),\n", " beam_file_is_content=(True, True),\n", " legends=legends,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "(sec_ni_rfactor)=\n", "## *R*-factor calculation\n", "\n", "Finally, we can also easily calculate the *R* factor between the two curves using the ViPErLEED ASE interface using the ``rfactor_from_csv`` function.\n", "As input, we provide the two string representations of ``THEOBEAMS.csv``.\n", "Additionally, we need to specify the value of {math}`V_{0\\mathrm{i}}` returned by the calculations above, since it factors into the *R* factor (see {ref}`the page` on *R* factors for details).\n", "\n", "```{hint}\n", "\n", "If you want to compare with a stored {ref}`EXPBEAMS` or {ref}`THEOBEAMS` file, you can also provide the path to the file rather than its contents as a string.\n", "In that case, you need to set the value of ``beams_file_is_content`` at the corresponding index to ``False``.\n", "```" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Make sure V0i is same in both cases\n", "assert v0i_bt == v0i_mr\n", "\n", "v0i = v0i_bt" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "R factor: 0.2507, with -2.000 eV shift\n" ] } ], "source": [ "rfactor, v0r = rfactor_from_csv(\n", " beams_files=(theobeams_supercell, theobeams_missing_row),\n", " v0i=v0i,\n", " beams_file_is_content=(True, True),\n", " )\n", "\n", "print(f'R factor: {rfactor:.4f}, with {v0r:.3f} eV shift')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Even though the *I*(*V*) curves look qualitatively similar, they quantitatively differ significantly.\n", "The bulk-truncated surface shows some additional peaks [e.g., beams (1|1) and (2|0)], and the position of maxima and minima is slightly different.\n", "These differences are reflected in the large value of the Pendry *R* factor, which is especially sensitive to the position of maxima and minima in *I*(*V*) curves. Large *R*-factor values are, of course, expected when comparing two different structures." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, as a last step, let's not forget to clean up the temporary directories created before:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "import shutil\n", "\n", "# Remove temporary directories\n", "for t_dir in tempdirs:\n", " shutil.rmtree(t_dir)" ] } ], "metadata": { "kernelspec": { "display_name": "test_install", "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": "3.11.4" } }, "nbformat": 4, "nbformat_minor": 4 }