{ "cells": [ { "cell_type": "markdown", "id": "1675f00c", "metadata": {}, "source": [ "# Verification example\n", "In this example, we investigate the verification example from the xARPES manuscript examples section.\n", "\n", "This example corresponds to the \"Verification using model data\" Section from the first xARPES publication: https://www.nature.com/articles/s41524-026-02026-9, going through all the steps discussed in the main text. 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": "markdown", "id": "3bdef6ba", "metadata": {}, "source": [ "First, we set the desired graphical environment, load xARPES and packages that we will use directly, and set the default xARPES plotting environment." ] }, { "cell_type": "code", "execution_count": null, "id": "3909ab07", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "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": "markdown", "id": "0a02bc60", "metadata": {}, "source": [ "We detect the folder in which this file is called, and we set its relevant subfolders." ] }, { "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": "markdown", "id": "830286cb", "metadata": {}, "source": [ "We load the simulated angles (angl), kinetic energies (ekns), and photoemission intensities (intn) to construct the band map for the artificial example." ] }, { "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": "markdown", "id": "fbec4703", "metadata": {}, "source": [ "These data are combined with an energy resolution $\\Delta E =2.5\\,\\mathrm{meV}$, an angular resolution of $\\Delta \\eta=0.1^{\\circ}$, for a band map at $T = 10\\,\\mathrm{meV}$.\n", "\n", "For the plotting, `abscissa` can be changed from `angle` to `momentum` (representing the wavevector). After the Fermi-edge fit (see next step), `ordinate` can also be changed from `kinetic_energy` to `binding_energy`.\n", "\n", "At any point, you can learn more about the functionality of the xARPES code with commands such as `help(bmap.plot)`." ] }, { "cell_type": "code", "execution_count": null, "id": "dd84ccf4", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] }, "metadata": {} } ], "source": [ "%matplotlib inline\n", "\n", "fig = plt.figure(figsize=(8, 5)); ax = fig.gca()\n", "\n", "bmap = xarpes.BandMap.from_np_arrays(intensities=intn, angles=angl, ekin=ekns,\n", " energy_resolution=0.0025, angle_resolution=0.1, temperature=10)\n", "\n", "fig = bmap.plot(abscissa='angle', ordinate='kinetic_energy', ax=ax)" ] }, { "cell_type": "markdown", "id": "9646079a", "metadata": {}, "source": [ "As the first step in the xARPES workflow (https://www.nature.com/articles/s41524-026-02026-9 Fig. 2), we fit the Fermi edge from the angle-integrated photointensity $\\widetilde{P}(E^{\\mathrm{kin}})$.\n", "\n", "This results in the estimate of the photon energy $h\\widehat{\\nu}$ minus the work function $\\widehat{\\Phi}$. A full description of the procedure is provided in \"Fermi-edge fit\" in the Methods section of the publication." ] }, { "cell_type": "code", "execution_count": null, "id": "18aaef93", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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" ] }, "metadata": {} }, { "output_type": "stream", "name": "stdout", "text": [ "The optimised hnu - Phi=29.9999 +/- 0.00002 eV.\n" ] } ], "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": "markdown", "id": "4460fce6", "metadata": {}, "source": [ "As the second step, the fitting of the MDC maxima is performed.\n", "\n", "This step requires setting the minimum and maximum ($2^\\circ$ to $10^\\circ$) for the angle $\\eta$, the range ($-80\\,\\mathrm{meV}$ to $0.1\\,\\mathrm{meV}$) for the binding energy $E-\\mu$, and the band extremum $k^{\\mathrm{c}}=0.1\\,$Ã…$^{-1}$. Afterwards, the result at the slice closest to the selected binding energy $E-\\mu\\,=0$ is displayed.\n", "\n", "Note that the peak is $5.1^{\\circ}$ away from the center, corresponding to about $2^{\\circ}$ at the selected binding energy. xARPES allows for specifying the extremum either as a wavevector or as an angle, whichever is found to be most convenient. This can be seen by uncommenting the SpectralQuadratic definition with the angle and commenting the definition with the wavevector." ] }, { "cell_type": "code", "execution_count": null, "id": "78d9b35d", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ "
" ] }, "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", "# xarpes.SpectralQuadratic(amplitude=0.25, peak=5.1, broadening=0.0005,\n", "# center_angle=2.0, 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": [ "In the following cell, the selected set of MDCs is fitted, after which an interactive figure with a slider is generated. by sliding through the MDCs, you should find that the asymmetry increases towards the bottom of the parabola.\n", "\n", "**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. This undesired behaviour may be circumvented by (once again) executing `xarpes.plot_settings('default')`." ] }, { "cell_type": "code", "execution_count": null, "id": "c3d44f80", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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However, the loop requires a sufficiently good initial guess of these parameters. Therefore, the following plot is useful for improving the initial guess." ] }, { "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": "markdown", "id": "a0f97eeb", "metadata": {}, "source": [ "Having completed the MDC fitting procedure, we can plot the MDC maxima $\\widetilde{k}(E_j)$ on top of the band map.\n", "\n", "Given the (initial guess) for the bare-band parameters, we can plot the bare band on top of the band map as well.\n", "\n", "Given `abscissa='momentum'`, a warning is printed as a reminder there is warping associated with going from angular space to momentum space.\n", "\n", "You can have a look at the different options for `plot_dispersions`: `full`, `none`, `kink`, and `domain`." ] }, { "cell_type": "code", "execution_count": null, "id": "5b3402da", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "/home/tvanwaas/projects/xARPES/xarpes/plotting.py:72: UserWarning: Conversion from angle to momenta causes warping of the cell centers. \n", " Cell edges of the mesh plot may look irregular.\n", " result = func(*args, **kwargs)\n" ] }, { "output_type": "display_data", "data": { "image/png": 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", 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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", "ax.set_ylim(29.8, 30.05)\n", "\n", "fig = bmap.plot(abscissa='momentum', ordinate='kinetic_energy', \n", " plot_dispersions='domain', self_energies=self_energies, ax=ax)" ] }, { "cell_type": "markdown", "id": "c288b053", "metadata": {}, "source": [ "#### ''Chi2kink method'' \n", "\n", "In the following cell, we extract the Eliashberg function from the self-energy. This extraction is based on the maximum-entropy method. We have chosen the ``chi2kink`` flavour of the maximum-entropy method. Accordingly, 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. Once the fitting \n", "has been completed, the selected $a_{\\mathrm{sel}}$ is obtained from \n", "$a=10^{c-f /d}$ with a tuning parameter $f \\in [2, 2.5]$.\n", "\n", "For a full description of the ''chi2kink'' method, please see https://doi.org/10.1016/j.cpc.2022.108519.\n", "\n", "#### Extraction of the Eliashberg function\n", "\n", "There are many parameters involved in the extraction of $\\alpha^2F_n(\\omega)$. The\n", "energies encountered in supplemental section ''Details on the Eliashberg-function extraction''\n", "are identified as `omega_min`, `omega_max`, `omega_I`, `omega_M`, and `omega_S`, discretising\n", "$m_n(\\omega)$ with `omega_num` points. `aval_min`, `aval_max`, and `aval_num` describe\n", "the discretisation of the ''chi2kink'' interval, with initial guesses `g_guess`, `b_guess`,\n", "`c_guess`, and `d_guess`. Finally, initial guesses for $\\lambda_n^{\\mathrm{el}}$,\n", "$\\Gamma_n^{\\mathrm{imp}}$, and $h_n$ can be provided as ``lambda_el``, ``impurity_magnitude``,\n", "and `h_n`, respectively." ] }, { "cell_type": "code", "execution_count": null, "id": "4394d27a", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Dimensionality has been reduced from a matrix of rank 156 to 122 in the singular space.\n" ] }, { "output_type": "display_data", "data": { "image/png": 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", "text/plain": [ "
" ] }, "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": "markdown", "id": "80a51150", "metadata": {}, "source": [ "#### The Eliashberg function and model function\n", "\n", "Having performed the one-shot extraction, we can inspect the Eliashberg function and the associated model function $m_n(\\omega)$ that we used as part of the maximum-entropy method." ] }, { "cell_type": "code", "execution_count": null, "id": "82ac6c7b", "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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", 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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()" ] }, { "cell_type": "markdown", "id": "2f3b44a5", "metadata": {}, "source": [ "The following plots all of the extracted quantities in a single figure. The figure also showcases typical xARPES usage: start with some generic xarpes functionalities such as `plot_spectra`, then tailor the plotted output towards the desired output, such as for scientific presentations/publications.\n", "\n", "The following figure shows not just the spectra from the previous figure, but it also decomposes the self-energy into the electron-phonon $\\Sigma_{n}^{\\mathrm{ph}}(E)$, electron-electron $\\Sigma_{n}^{\\mathrm{el}}(E)$, and electron-impurity $\\Sigma_{n}^{\\mathrm{imp}}(E)$ contributions. After this one-shot calculation, we will have a look at how to quantify these latter two contributions using the Bayesian loop.\n", "\n", "By default, The Eliashberg function is extracted while removing the self-energies for binding energies smaller than the energy resolution. For transparency, these self-energies are then also eliminated from the displayed result.\n" ] }, { "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_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", "self_energy.plot_both(ax=ax2, scale=\"meV\", resolution_range=\"applied\", fmt=\"o\",\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[-2].set_color(color_one); 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", "#Tiny tweaks that should have been xARPES default behaviour.\n", "ax1.set_xlabel('$E-\\mu, -\\omega$ (meV)')\n", "ax2.set_ylabel('$\\Sigma_{n}^{\\prime}(E), -\\Sigma_{n}^{\\prime\\prime}(E)$')\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": [ "#### The Bayesian loop\n", "\n", "We now turn to the optimisation of the model parameters: The Fermi wavevector $k_n^{\\mathrm{F}}$, the bare mass $m_n^{\\mathrm{b}}$, the electron-electron coupling coefficient $\\lambda_n^{\\mathrm{el}}$, and the height of the model function $h_n$.\n", "\n", "For simplicity, we will first start from the optimal solution itself. Thus, the optimisation should effectively return to this solution after a couple tens of iterations. Aside from more forgiving $a_{\\mathrm{min}}$ and $a_{\\mathrm{max}}$ during the optimisation, the only new variables pertain to the relative size in the steps for the model parameters, named `scale_mb` et cetera. These scaling factors can be modified to ensure the code finds a better solution, while not making steps so large that the inner MEM loop fails to extract the Eliashberg function. " ] }, { "cell_type": "code", "execution_count": null, "id": "da701521", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Dimensionality has been reduced from a matrix of rank 156 to 122 in the singular space.\n", "Iter 1 | cost = -5.1735e+02 | bare_mass=1.5976367 | fermi_wavevector=0.24997742 | h_n=0.081811739 | impurity_magnitude=10.03795 | lambda_el=0.10549325\n", "Iter 2 | cost = -5.1735e+02 | bare_mass=1.5976367 | fermi_wavevector=0.24997742 | h_n=0.081811739 | impurity_magnitude=10.037975 | lambda_el=0.10549325\n", "Iter 3 | cost = -5.1734e+02 | bare_mass=1.5976367 | fermi_wavevector=0.24997742 | h_n=0.081811739 | impurity_magnitude=10.03795 | lambda_el=0.10551825\n", "Iter 4 | cost = -5.1735e+02 | bare_mass=1.5976367 | fermi_wavevector=0.24997767 | h_n=0.081811739 | impurity_magnitude=10.03795 | lambda_el=0.10549325\n", "Iter 5 | cost = -5.1735e+02 | bare_mass=1.5976392 | fermi_wavevector=0.24997742 | h_n=0.081811739 | impurity_magnitude=10.03795 | lambda_el=0.10549325\n", "Iter 6 | cost = -5.1734e+02 | bare_mass=1.5976367 | fermi_wavevector=0.24997742 | h_n=0.081836739 | impurity_magnitude=10.03795 | lambda_el=0.10549325\n", "Iter 7 | cost = -5.1734e+02 | bare_mass=1.5976377 | fermi_wavevector=0.24997752 | h_n=0.081786739 | impurity_magnitude=10.03796 | lambda_el=0.10550325\n", "Iter 8 | cost = -5.1734e+02 | bare_mass=1.5976374 | fermi_wavevector=0.2499775 | h_n=0.081799239 | impurity_magnitude=10.037957 | lambda_el=0.10550075\n", "Iter 9 | cost = -5.1734e+02 | bare_mass=1.5976369 | fermi_wavevector=0.24997745 | h_n=0.081824239 | impurity_magnitude=10.037952 | lambda_el=0.10549575\n", "... (31 lines omitted) ...\n", "Iter 41 | cost = -5.1735e+02 | bare_mass=1.5976373 | fermi_wavevector=0.24997742 | h_n=0.081811516 | impurity_magnitude=10.03796 | lambda_el=0.10549306\n", "Iter 42 | cost = -5.1735e+02 | bare_mass=1.5976368 | fermi_wavevector=0.24997743 | h_n=0.081811765 | impurity_magnitude=10.037961 | lambda_el=0.10549276\n", "Iter 43 | cost = -5.1735e+02 | bare_mass=1.5976373 | fermi_wavevector=0.24997742 | h_n=0.081811421 | impurity_magnitude=10.037959 | lambda_el=0.10549387\n", "Iter 44 | cost = -5.1735e+02 | bare_mass=1.5976369 | fermi_wavevector=0.24997741 | h_n=0.081812025 | impurity_magnitude=10.037962 | lambda_el=0.1054923\n", "Iter 45 | cost = -5.1735e+02 | bare_mass=1.5976376 | fermi_wavevector=0.24997741 | h_n=0.081811555 | impurity_magnitude=10.037941 | lambda_el=0.10549313\n", "Iter 46 | cost = -5.1735e+02 | bare_mass=1.5976369 | fermi_wavevector=0.24997742 | h_n=0.081811693 | impurity_magnitude=10.037966 | lambda_el=0.10549322\n", "Iter 47 | cost = -5.1735e+02 | bare_mass=1.5976374 | fermi_wavevector=0.24997742 | h_n=0.081811135 | impurity_magnitude=10.037955 | lambda_el=0.10549445\n", "Iter 48 | cost = -5.1735e+02 | bare_mass=1.5976373 | fermi_wavevector=0.24997742 | h_n=0.081811358 | impurity_magnitude=10.037957 | lambda_el=0.10549392\n", "Optimised parameters:\n", "bare_mass=1.5976373, fermi_wavevector=0.249977421, h_n=0.08181135793, impurity_magnitude=10.03795677, lambda_el=0.1054939153\n" ] } ], "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": [ "If the optimsation works from a trivial starting point, we can also start from a much less probable initial guess, to showcase that the code can also find the final solution, provided that there is some internal consistency among the initial parameters, as discussed in the supplement of the paper.\n", "\n", "Note that the optimisation can be slightly sensitive to the combination of Python, NumPy, and Scipy. The following results have been tested against Python v3.10.12, NumPy v2.2.6, and SciPy v1.15.3. The optimisation might get stuck along the way for other combinations." ] }, { "cell_type": "code", "execution_count": null, "id": "896e5a0d", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Dimensionality has been reduced from a matrix of rank 156 to 58 in the singular space.\n", "Iter 1 | cost = 5.3786e+04 | bare_mass=1.74625 | fermi_wavevector=0.250125 | h_n=0.09 | impurity_magnitude=9.1 | lambda_el=0.22\n", "Iter 2 | cost = 5.3786e+04 | bare_mass=1.74625 | fermi_wavevector=0.250125 | h_n=0.09 | impurity_magnitude=9.10025 | lambda_el=0.22\n", "Iter 3 | cost = 5.3808e+04 | bare_mass=1.74625 | fermi_wavevector=0.250125 | h_n=0.09 | impurity_magnitude=9.1 | lambda_el=0.220025\n", "Iter 4 | cost = 5.3779e+04 | bare_mass=1.74625 | fermi_wavevector=0.25012525 | h_n=0.09 | impurity_magnitude=9.1 | lambda_el=0.22\n", "Iter 5 | cost = 5.3806e+04 | bare_mass=1.746275 | fermi_wavevector=0.250125 | h_n=0.09 | impurity_magnitude=9.1 | lambda_el=0.22\n", "Iter 6 | cost = 5.3787e+04 | bare_mass=1.74625 | fermi_wavevector=0.250125 | h_n=0.0900025 | impurity_magnitude=9.1 | lambda_el=0.22\n", "Iter 7 | cost = 5.3770e+04 | bare_mass=1.74626 | fermi_wavevector=0.2501251 | h_n=0.090001 | impurity_magnitude=9.1001 | lambda_el=0.219975\n", "Iter 8 | cost = 5.3751e+04 | bare_mass=1.746265 | fermi_wavevector=0.25012515 | h_n=0.0900015 | impurity_magnitude=9.10015 | lambda_el=0.21995\n", "Iter 9 | cost = 5.3749e+04 | bare_mass=1.746231 | fermi_wavevector=0.25012516 | h_n=0.0900016 | impurity_magnitude=9.10016 | lambda_el=0.21998\n", "... (738 lines omitted) ...\n", "Iter 487 | cost = -5.1735e+02 | bare_mass=1.5976358 | fermi_wavevector=0.2499774 | h_n=0.081810544 | impurity_magnitude=10.03797 | lambda_el=0.10549741\n", "Iter 488 | cost = -5.1735e+02 | bare_mass=1.5976356 | fermi_wavevector=0.24997741 | h_n=0.081810589 | impurity_magnitude=10.037984 | lambda_el=0.10549778\n", "Iter 489 | cost = -5.1735e+02 | bare_mass=1.5976359 | fermi_wavevector=0.24997741 | h_n=0.081810837 | impurity_magnitude=10.037973 | lambda_el=0.10549625\n", "Iter 490 | cost = -5.1735e+02 | bare_mass=1.5976367 | fermi_wavevector=0.2499774 | h_n=0.081811217 | impurity_magnitude=10.037965 | lambda_el=0.10549464\n", "Iter 491 | cost = -5.1735e+02 | bare_mass=1.5976346 | fermi_wavevector=0.2499774 | h_n=0.08181085 | impurity_magnitude=10.037982 | lambda_el=0.1054975\n", "Iter 492 | cost = -5.1735e+02 | bare_mass=1.597637 | fermi_wavevector=0.24997741 | h_n=0.081811187 | impurity_magnitude=10.037963 | lambda_el=0.1054944\n", "Iter 493 | cost = -5.1735e+02 | bare_mass=1.5976366 | fermi_wavevector=0.24997741 | h_n=0.081811333 | impurity_magnitude=10.037943 | lambda_el=0.10549496\n", "Iter 494 | cost = -5.1735e+02 | bare_mass=1.5976369 | fermi_wavevector=0.24997742 | h_n=0.081811538 | impurity_magnitude=10.037922 | lambda_el=0.1054947\n", "Optimised parameters:\n", "bare_mass=1.597636642, fermi_wavevector=0.2499774146, h_n=0.08181133262, impurity_magnitude=10.03794324, lambda_el=0.105494957\n" ] } ], "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`, the result gets a tiny bit closer to the true solution for some of the parameters (for the tested combination of packages). We also inrease the number of self-energy data used in the singular value decomposition by increasing `sigma_svd`, we set a very tight loop optimisation criterion using `tole`, which must be met for a slightly increased number of `converge_iters`." ] }, { "cell_type": "code", "execution_count": null, "id": "f3ba39f4", "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Dimensionality has been reduced from a matrix of rank 156 to 122 in the singular space.\n", "Iter 1 | cost = -4.4650e+02 | bare_mass=1.5976361 | fermi_wavevector=0.24997742 | h_n=0.081811516 | impurity_magnitude=10.037956 | lambda_el=0.10549456\n", "Iter 2 | cost = -4.4650e+02 | bare_mass=1.5976361 | fermi_wavevector=0.24997742 | h_n=0.081811516 | impurity_magnitude=10.037981 | lambda_el=0.10549456\n", "Iter 3 | cost = -4.4654e+02 | bare_mass=1.5976361 | fermi_wavevector=0.24997742 | h_n=0.081811516 | impurity_magnitude=10.037956 | lambda_el=0.10551956\n", "Iter 4 | cost = -4.4605e+02 | bare_mass=1.5976361 | fermi_wavevector=0.24997992 | h_n=0.081811516 | impurity_magnitude=10.037956 | lambda_el=0.10549456\n", "Iter 5 | cost = -4.4647e+02 | bare_mass=1.5976611 | fermi_wavevector=0.24997742 | h_n=0.081811516 | impurity_magnitude=10.037956 | lambda_el=0.10549456\n", "Iter 6 | cost = -4.4665e+02 | bare_mass=1.5976361 | fermi_wavevector=0.24997742 | h_n=0.081836516 | impurity_magnitude=10.037956 | lambda_el=0.10549456\n", "Iter 7 | cost = -4.4692e+02 | bare_mass=1.5976461 | fermi_wavevector=0.24997492 | h_n=0.081821516 | impurity_magnitude=10.037966 | lambda_el=0.10550456\n", "Iter 8 | cost = -4.4721e+02 | bare_mass=1.5976511 | fermi_wavevector=0.24997242 | h_n=0.081826516 | impurity_magnitude=10.037971 | lambda_el=0.10550956\n", "Iter 9 | cost = -4.4693e+02 | bare_mass=1.5976171 | fermi_wavevector=0.24997542 | h_n=0.081827516 | impurity_magnitude=10.037972 | lambda_el=0.10551056\n", "... (252 lines omitted) ...\n", "Iter 196 | cost = -5.1366e+02 | bare_mass=1.5969085 | fermi_wavevector=0.24997471 | h_n=0.095103288 | impurity_magnitude=10.038144 | lambda_el=0.10606748\n", "Iter 197 | cost = -5.1366e+02 | bare_mass=1.5968905 | fermi_wavevector=0.24997464 | h_n=0.095105263 | impurity_magnitude=10.038143 | lambda_el=0.1060685\n", "Iter 198 | cost = -5.1366e+02 | bare_mass=1.596917 | fermi_wavevector=0.24997469 | h_n=0.095103875 | impurity_magnitude=10.038144 | lambda_el=0.10606651\n", "Iter 199 | cost = -5.1366e+02 | bare_mass=1.596922 | fermi_wavevector=0.24997471 | h_n=0.095101154 | impurity_magnitude=10.038145 | lambda_el=0.10606702\n", "Iter 200 | cost = -5.1366e+02 | bare_mass=1.5969202 | fermi_wavevector=0.24997477 | h_n=0.095110791 | impurity_magnitude=10.038144 | lambda_el=0.10606714\n", "Iter 201 | cost = -5.1366e+02 | bare_mass=1.5969112 | fermi_wavevector=0.24997466 | h_n=0.095101254 | impurity_magnitude=10.038144 | lambda_el=0.10606702\n", "Iter 202 | cost = -5.1366e+02 | bare_mass=1.596902 | fermi_wavevector=0.24997467 | h_n=0.095107751 | impurity_magnitude=10.038143 | lambda_el=0.10606711\n", "Iter 203 | cost = -5.1366e+02 | bare_mass=1.596917 | fermi_wavevector=0.2499747 | h_n=0.095102803 | impurity_magnitude=10.038144 | lambda_el=0.10606704\n", "Optimised parameters:\n", "bare_mass=1.596911184, fermi_wavevector=0.2499746609, h_n=0.09510125354, impurity_magnitude=10.03814392, lambda_el=0.106067022\n" ] } ], "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)" ] }, { "cell_type": "markdown", "id": "d27e0664", "metadata": {}, "source": [ "#### Once you are done\n", "\n", "Once you have finished, there are many things you can try. For example, you could try to repeat the above procedure for the left-hand branch. You will have to find a sufficiently good initial guess for the left-hand Fermi wavevector for the extraction to succeed.\n", "\n", "Afterwards, you can move on to the other available xARPES examples. We recommend doing the graphene tutorial as the first tutorial using real experimental data. The graphene tutorial uses a linearised bare band, which is a very common approximation the analysis of many-body quantities from ARPES, although it is a fairly good approximation in graphene. After that tutorial, you could move on to the $\\rm{SrTiO}_3$ tutorial, which showcases the use of heuristically obtained photoemission matrix elements, while quantifying the electronic spectral function $A_n(E,k_{\\parallel})$." ] } ], "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 }