{ "cells": [ { "cell_type": "markdown", "id": "d505e83d", "metadata": {}, "source": [ "# Verification example\n", "In this example, we investigate the verification example from the xARPES manuscript examples section.\n", "\n", "The notebook also contains an execution of the Bayesian loop with a set of parameters that is \"far from\" the optimal solution, similar to the supplemental section on the example.\n", "\n", "In the future, functionality will be added to xARPES for users to generate their own mock example, allowing for testing of desired hypotheses. " ] }, { "cell_type": "code", "execution_count": null, "id": "3909ab07", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "# Necessary packages\n", "import xarpes\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import os\n", "\n", "# Default plot configuration from xarpes.plotting.py\n", "xarpes.plot_settings('default')" ] }, { "cell_type": "code", "execution_count": null, "id": "5d92efd6", "metadata": {}, "outputs": [], "source": [ "script_dir = xarpes.set_script_dir()\n", "\n", "dfld = 'data_sets' # Folder containing the data\n", "flnm = 'artificial_einstein' # Name of the file" ] }, { "cell_type": "code", "execution_count": null, "id": "f5ced870", "metadata": {}, "outputs": [], "source": [ "angl = np.load(os.path.join(script_dir, dfld, \"verification_angles.npy\"))\n", "ekns = np.load(os.path.join(script_dir, dfld, \"verification_kinergies.npy\"))\n", "intn = np.load(os.path.join(script_dir, dfld, \"verification_intensities.npy\"))" ] }, { "cell_type": "code", "execution_count": null, "id": "dd84ccf4", "metadata": {}, "outputs": [], "source": [ "bmap = xarpes.BandMap.from_np_arrays(intensities=intn, angles=angl, ekin=ekns,\n", " energy_resolution=0.0025, angle_resolution=0.1, temperature=10)" ] }, { "cell_type": "code", "execution_count": null, "id": "18aaef93", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "fig = plt.figure(figsize=(6, 5)); ax = fig.gca()\n", "\n", "fig = bmap.fit_fermi_edge(hnuminPhi_guess=30, background_guess=1e4,\n", " integrated_weight_guess=3e4, angle_min=-6,\n", " angle_max=10, ekin_min=29.99, ekin_max=30.02,\n", " ax=ax, show=True, fig_close=True,\n", " title='Fermi edge fit')\n", "\n", "print('The optimised hnu - Phi=' + f'{bmap.hnuminPhi:.4f}' + ' +/- '\n", " + f'{1.96 * bmap.hnuminPhi_std:.5f}' + ' eV.')" ] }, { "cell_type": "code", "execution_count": null, "id": "78d9b35d", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "angle_min = 2\n", "angle_max = 10\n", "\n", "energy_range = [-0.08, 0.0001]\n", "energy_value = 0.0\n", "\n", "k_0 = 0.1\n", "\n", "mdcs = xarpes.MDCs(*bmap.mdc_set(angle_min, angle_max, energy_range=energy_range))\n", "\n", "guess_dists = xarpes.CreateDistributions([\n", "xarpes.Constant(offset=40),\n", "xarpes.SpectralQuadratic(amplitude=0.25, peak=5.1, broadening=0.0005,\n", " center_wavevector=k_0, name='Right_branch', index='1')\n", "])\n", "\n", "fig = plt.figure(figsize=(8, 6)); ax = fig.gca()\n", "\n", "fig = mdcs.visualize_guess(distributions=guess_dists, energy_value=energy_value, ax=ax)" ] }, { "cell_type": "markdown", "id": "5b44b712", "metadata": {}, "source": [ "**Note on interactive figures**\n", "- The interactive figure might not work inside the Jupyter notebooks, despite our best efforts to ensure stability.\n", "- As a fallback, the user may switch from \"%matplotlib widget\" to \"%matplotlib qt\", after which the figure should pop up in an external window.\n", "- For some package versions, a static version of the interactive widget may spuriously show up inside other cells. In that case, uncomment the #get_ipython()... line in the first cell for your notebooks." ] }, { "cell_type": "code", "execution_count": null, "id": "c3d44f80", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "%matplotlib widget \n", "\n", "fig = plt.figure(figsize=(8, 6)); ax = fig.gca()\n", "\n", "fig = mdcs.fit_selection(distributions=guess_dists, ax=ax)" ] }, { "cell_type": "markdown", "id": "b76cea40", "metadata": {}, "source": [ "\n" ] }, { "cell_type": "code", "execution_count": null, "id": "cd651a86", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "fig = plt.figure(figsize=(6, 5)); ax = fig.gca()\n", "\n", "self_energy = xarpes.SelfEnergy(*mdcs.expose_parameters(select_label='Right_branch_1',\n", " bare_mass=1.59675179, fermi_wavevector=0.2499758715, side='right'))\n", "\n", "fig = self_energy.plot_both(ax=ax, scale='meV')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "5b3402da", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "self_energies = xarpes.CreateSelfEnergies([self_energy])\n", "\n", "fig = plt.figure(figsize=(8, 5)); ax = fig.gca()\n", "\n", "fig = bmap.plot(abscissa='momentum', ordinate='kinetic_energy', \n", " plot_dispersions='domain', \n", " self_energies=self_energies, ax=ax)" ] }, { "cell_type": "markdown", "id": "c288b053", "metadata": {}, "source": [ "In the following cell, we extract the Eliashberg function from the self-energy.\n", "The result of the chi2kink fit is plotted during the extraction. Setting\n", "`show=False` and `fig_close=True` will prevent the figure from being displayed.\n", "Afterwards, we plot the Eliashberg function and model function with the\n", "appropriate self-energy methods.\n", "\n", "To model the characteristic kink-like behavior observed in the dependence of\n", "the goodness-of-fit metric on the control parameter $x$, we employ a smooth logistic function, \n", "hereafter referred to as the $\\chi^2$-kink model. The fitted function is defined as\n", "\n", "$$\n", "\\phi(x; g, b, c, d)\n", "=\n", "g + \\frac{b}{1 + e^{-d(x - c)}},\n", "$$\n", "\n", "where $g$ denotes the asymptotic baseline value of the metric for small $x$,\n", "$b$ sets the amplitude of the step, $c$ determines the position of the kink\n", "along the $x$-axis, and $d$ controls the sharpness of the transition. In the\n", "limit $d \\to \\infty$, the function approaches a piecewise-constant form with a\n", "sharp crossover at $x = c$, whereas smaller values of $d$ correspond to a more\n", "gradual evolution." ] }, { "cell_type": "code", "execution_count": null, "id": "4394d27a", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "fig, spectrum, model, omega_range, aval_select = self_energy.extract_a2f(\n", " omega_min=1.0, omega_max=80, omega_num=250, omega_I=20, omega_M=60,\n", " aval_min=1.5, aval_num=10, aval_max=9.5, lambda_el=0.1132858,\n", " impurity_magnitude=10.041243, h_n=0.0803366,\n", " g_guess=1.0, b_guess=3.0, c_guess=3.0, d_guess=1.5,\n", " show=True, fig_close=False)\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "82ac6c7b", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "fig = plt.figure(figsize=(7, 5)); ax = fig.gca()\n", "\n", "fig = self_energy.plot_spectra(ax=ax)\n", "\n", "plt.show()\n", "\n" ] }, { "cell_type": "markdown", "id": "2f3b44a5", "metadata": {}, "source": [ "The following plots all of the extracted quantities in a single figure. The default plotting range is taken from the second plotting statement.\n", "By default, The Eliashberg function is extracted while removing the self-energies for binding energies smaller than the energy resolution. In that case, it is transparent to also eliminate these self-energies from the displayed result." ] }, { "cell_type": "code", "execution_count": null, "id": "6e9dcbea", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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}, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "color_one = \"tab:blue\"; color_two = \"tab:orange\"\n", "color_three = \"mediumvioletred\"; color_four = \"tab:green\"\n", "\n", "fig = plt.figure(figsize=(12, 9)); ax1 = fig.add_subplot(111); ax2 = ax1.twinx()\n", "\n", "self_energy.plot_spectra(ax=ax1, abscissa=\"reversed\", show=False, fig_close=False)\n", "self_energy.plot_both(ax=ax2, scale=\"meV\", resolution_range=\"applied\", fmt=\"o\",\n", " show=False, fig_close=False)\n", "self_energy.plot_reconstructed_both(ax=ax2, scale=\"meV\", show=False, fig_close=False)\n", "self_energy.plot_reconstructed_both_ph(ax=ax2, scale=\"meV\", linestyle=\":\",\n", " show=False, fig_close=False)\n", "self_energy.plot_reconstructed_both_el(ax=ax2, scale=\"meV\", linestyle=\"--\",\n", " show=False, fig_close=False)\n", "self_energy.plot_reconstructed_imag_imp(ax=ax2, scale=\"meV\", linestyle=\"-.\",\n", " show=False, fig_close=False)\n", "\n", "# --- Change colours for self-energy lines on ax2\n", "lines = ax2.get_lines()\n", "[line.set_color(color_one) for line in lines[-9:-1:2]]\n", "[line.set_color(color_two) for line in lines[-8:-1:2]]\n", "lines[-1].set_color(color_two)\n", "\n", "# --- Change colours for error bars from plot_both\n", "real_err, imag_err = ax2.collections[-2:]\n", "real_err.set_color(color_one); imag_err.set_color(color_two)\n", "\n", "# --- Change colours for spectra\n", "a2f_line, model_line = ax1.get_lines()[-2:]\n", "a2f_line.set_color(color_three); model_line.set_color(color_four)\n", "\n", "# --- Overwrite the legend with a custom legend\n", "[ax.get_legend() and ax.get_legend().remove() for ax in (ax1, ax2)]\n", "h1, l1 = ax1.get_legend_handles_labels(); h2, l2 = ax2.get_legend_handles_labels()\n", "ax1.legend(h1 + h2, l1 + l2, ncol=3)\n", "ax1.set_ylim([0, 0.5]); ax2.set_ylim([0, 45])\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "35fb19b9", "metadata": {}, "source": [ "In the following cell, we start from the optimal solution. Unsurprisingly, the optimal solution is obtained after just a couple of iterations." ] }, { "cell_type": "code", "execution_count": null, "id": "da701521", "metadata": {}, "outputs": [], "source": [ "with xarpes.trim_notebook_output(print_lines=10):\n", " spectrum, model, omega_range, aval_select, cost, params = self_energy.bayesian_loop(\n", " omega_min=1.0, omega_max=80, omega_num=250, omega_I=20, omega_M=60,\n", " aval_min=3.0, aval_max=11.0, bare_mass=1.597636665,\n", " fermi_wavevector=0.2499774217, h_n=0.081811739,\n", " impurity_magnitude=10.0379498, lambda_el=0.1054932517,\n", " vary=(\"impurity_magnitude\", \"lambda_el\", \"fermi_wavevector\",\n", " \"bare_mass\", \"h_n\"),\n", " scale_mb=0.01, scale_imp=0.1, scale_kF=0.001,\n", " scale_lambda_el=0.1, scale_hn=0.1)" ] }, { "cell_type": "markdown", "id": "52fd7929", "metadata": {}, "source": [ "In the following cell, we start from a much less probable solution, showing that the code can occasionally heavily improve on the solution.\n", "\n", "The optimisation has been tested against Python v3.10.12, NumPy v2.2.6, and SciPy v1.15.3. Other combinations of these packages still have to be tested." ] }, { "cell_type": "code", "execution_count": null, "id": "896e5a0d", "metadata": {}, "outputs": [], "source": [ "with xarpes.trim_notebook_output(print_lines=10):\n", " spectrum, model, omega_range, aval_select, cost, params = self_energy.bayesian_loop(omega_min=1.0,\n", " omega_max=80, omega_num=250, omega_I=20, omega_M=60,\n", " aval_min=3.0, aval_max=11.0, bare_mass=1.74625, fermi_wavevector=0.250125,\n", " h_n=0.09, impurity_magnitude=9.1, lambda_el=0.22, sigma_svd=0.1,\n", " vary=(\"impurity_magnitude\", \"lambda_el\", \"fermi_wavevector\", \"bare_mass\", \"h_n\"), \n", " converge_iters=100, tole=1e-8, scale_mb=0.1, scale_imp=1.0, scale_kF=0.001,\n", " scale_lambda_el=0.1, scale_hn=0.01)" ] }, { "cell_type": "markdown", "id": "370f6cd0", "metadata": {}, "source": [ "Following the recommended procedure, we perform a final optimisation with very tight criteria, for the purpose of further narrowing down the solution.\n", "\n", "With tightened `aval_min`, `aval_max`, and `sigma_svd`, the result gets a tiny bit closer to the true solution for some of the parameters (for the tested combination of packages)." ] }, { "cell_type": "code", "execution_count": null, "id": "f3ba39f4", "metadata": {}, "outputs": [], "source": [ "with xarpes.trim_notebook_output(print_lines=10):\n", " spectrum, model, omega_range, aval_select, cost, params = self_energy.bayesian_loop(omega_min=1.0,\n", " omega_max=80, omega_num=250, omega_I=20, omega_M=60,\n", " aval_min=1.0, aval_max=9.0, sigma_svd=1e-4,\n", " bare_mass=1.597636093, fermi_wavevector=0.2499774208, h_n=0.08181151626, \n", " impurity_magnitude=10.03795642, lambda_el=0.1054945571,\n", " vary=(\"impurity_magnitude\", \"lambda_el\", \"fermi_wavevector\", \"bare_mass\", \"h_n\"), \n", " converge_iters=100, tole=1e-8, scale_mb=0.1, scale_imp=0.1, scale_kF=0.01,\n", " scale_lambda_el=0.1, scale_hn=0.1)" ] } ], "metadata": { "kernelspec": { "name": "python3", "display_name": ".venv", "language": "python" }, "language_info": { "name": "python", "pygments_lexer": "ipython3", "codemirror_mode": { "name": "ipython", "version": 3 }, "mimetype": "text/x-python", "file_extension": ".py" } }, "nbformat": 4, "nbformat_minor": 5 }