{ "cells": [ { "cell_type": "markdown", "id": "bad4f28b-dddc-4374-956c-253b08084c31", "metadata": {}, "source": [ "# Reflectivity amplitudes" ] }, { "cell_type": "code", "execution_count": 1, "id": "0e08d6e9", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import nexus as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# ------------------------- Fe layer --------------------------\n", "lay_Fe = nx.Layer(id = \"Fe\",\n", " material = nx.Material.Template(nx.lib.material.Fe_enriched),\n", " thickness = 1.5,\n", " roughness = 0.35\n", " )\n", "\n", "# ----------------------------- Pt layers -----------------------------\n", "lay_Pt_top = nx.Layer(id = \"Pt top\",\n", " material = nx.Material.Template(nx.lib.material.Pt),\n", " thickness = 2,\n", " roughness = 0.2\n", " )\n", "\n", "lay_Pt = nx.Layer(id = \"Pt\",\n", " material = nx.Material.Template(nx.lib.material.Pt),\n", " thickness = 15,\n", " roughness = 0.77\n", " )\n", "\n", "# -------------------------- C layer ---------------------------\n", "lay_C = nx.Layer(id = \"C\",\n", " material = nx.Material.Template(nx.lib.material.C),\n", " thickness = 10,\n", " roughness = 0.3\n", " )\n", "\n", "# --------------------- substrate ---------------------------------\n", "lay_substrate = nx.Layer(id = \"Si sub\",\n", " material = nx.Material.Template(nx.lib.material.Si),\n", " thickness = nx.inf,\n", " roughness = 0.4\n", " )\n", "\n", "# --------------------- sample ---------------------------------\n", "# is defined in reflection here\n", "sample = nx.Sample(id = \"simple layers\",\n", " layers = [lay_Pt_top,\n", " lay_C,\n", " lay_Fe,\n", " lay_C,\n", " lay_Pt,\n", " lay_substrate],\n", " geometry = \"r\",\n", " length = 10,\n", " roughness = \"a\")\n", "\n", "beam = nx.Beam(fwhm = 0.2)\n", "\n", "exp = nx.Experiment(beam = beam,\n", " objects = [sample],\n", " id = \"my exp\")\n", "\n", "angles = np.arange(0.001, 3, 0.001)\n", "\n", "reflectivity_amp = nx.ReflectivityAmplitude(experiment = exp,\n", " sample = sample,\n", " energy = nx.lib.energy.CuKalpha, # Cu K alpha line\n", " angles = angles)\n", "\n", "ref = reflectivity_amp()\n", "\n", "plt.plot(angles, np.real(ref), label='real')\n", "plt.plot(angles, np.imag(ref), label='imag')\n", "plt.legend()\n", "plt.xlabel('angle (deg)')\n", "plt.ylabel('reflectivity amplitude')\n", "plt.show()\n", "\n", "# remove the infinite substrate and set to transmission geometry\n", "sample.layers = [lay_Pt_top,\n", " lay_C,\n", " lay_Fe,\n", " lay_C,\n", " lay_Pt]\n", "\n", "sample.geometry = \"t\"\n", "\n", "transmission_amp = nx.TransmissionAmplitude(experiment = exp,\n", " sample = sample,\n", " energy = nx.lib.energy.CuKalpha, # Cu K alpha line\n", " angles = angles)\n", "\n", "trans = transmission_amp()\n", "\n", "plt.plot(angles, np.real(trans), label='real')\n", "plt.plot(angles, np.imag(trans), label='imag')\n", "plt.legend()\n", "plt.xlabel('angle (deg)')\n", "plt.ylabel('transmission amplitude')\n", "plt.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": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 5 }