{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "

Reflectometry Data Analysis and Simulation Software

\n", "

- Simulation Intercomparison -

\n", "\n", "![Bornagain multilayer reflectometry model](multilayer.png)\n", "\n", "The aim of this notebook is to provide a quick comparison between **BornAgain** and other available software packages devoted to simulate and fit neutron scattering reflectometry data. To this end, the simulation described in the following BornAgain documentation page is used as benchmark:\n", "\n", "https://www.bornagainproject.org/documentation/working-with-python/basic-simulation-tutorial/reflectometry/\n", "\n", "As described in the link, the benchmark sample will consist of:\n", "\n", " - An ambient layer, used as initial media of beam propagation.\n", " - 10 stacked pairs of titanium-nickel bilayers.\n", " - A Silicon layer as a substrate\n", " \n", "The wavelenght of the reflected neutron beam is set to $\\lambda = 1.54\\unicode{x212B}$ and the sampling angle $0^\\circ < \\theta < 2^\\circ$." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "#Location of the files to write and read the simulated data:\n", "BornAgainDataFile=\"./Ti-Ni-SubSi-BornAgain.dat\"\n", "GenXDataFile=\"./Ti-Ni-SubSi-GenX.dat\"\n", "Refl1dDataFile=\"./Ti-Ni-SubSi-Refl1d.dat\"\n", "RefnxDataFile=\"./Ti-Ni-SubSi-Refnx.dat\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### BornAgain\n", "The following cell contains the BornAgain script required to simulate reflectometry measurements from the aforementioned sample. The data the script generates is provided together with this notebook in the file _./Ti-Ni-SubSi-BornAgain.dat_" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": false }, "outputs": [], "source": [ "#BornAgain script for simulating some reflectometry data:\n", "import bornagain as ba\n", "from bornagain import deg, angstrom\n", "import numpy as np\n", "\n", "\n", "def get_sample():\n", " \"\"\"\n", " Defines sample and returns it\n", " \"\"\"\n", "\n", " # creating materials\n", " m_ambient = ba.MaterialBySLD(\"Ambient\", 0.0, 0.0)\n", " m_ti = ba.MaterialBySLD(\"Ti\", -1.9493e-06, 0.0)\n", " m_ni = ba.MaterialBySLD(\"Ni\", 9.4245e-06, 0.0)\n", " m_substrate = ba.MaterialBySLD(\"SiSubstrate\", 2.0704e-06, 0.0)\n", "\n", " # creating layers\n", " ambient_layer = ba.Layer(m_ambient)\n", " ti_layer = ba.Layer(m_ti, 30 * angstrom)\n", " ni_layer = ba.Layer(m_ni, 70 * angstrom)\n", " substrate_layer = ba.Layer(m_substrate)\n", "\n", " # creating multilayer\n", " multi_layer = ba.MultiLayer()\n", " multi_layer.addLayer(ambient_layer)\n", " for i in range(10):\n", " multi_layer.addLayer(ti_layer)\n", " multi_layer.addLayer(ni_layer)\n", " multi_layer.addLayer(substrate_layer)\n", "\n", " return multi_layer\n", "\n", "\n", "def get_simulation():\n", " \"\"\"\n", " Defines and returns a specular simulation.\n", " \"\"\"\n", " simulation = ba.SpecularSimulation()\n", " theta = np.arange(0.002,2.002,0.002)\n", " #simulation.setBeamParameters(1.54 * angstrom, 1000, 0.002 * deg, 2.002 * deg)\n", " simulation.setBeamParameters(1.54 * angstrom, theta * deg)\n", " return simulation\n", "\n", "\n", "def run_simulation():\n", " \"\"\"\n", " Runs simulation and returns its result.\n", " \"\"\"\n", " sample = get_sample()\n", " simulation = get_simulation()\n", " simulation.setSample(sample)\n", " simulation.runSimulation()\n", " return simulation.result()\n", "\n", "results = run_simulation()\n", "data = results.data()\n", "intensity = data.getArray()\n", "x_axis = data.getAxis(0).getBinCenters()\n", "ymax = np.amax(intensity) * 2.0\n", "ymin = max(np.amin(intensity) * 0.5, 1e-18 * ymax)\n", "array_to_export = np.column_stack((x_axis, intensity))\n", "np.savetxt(BornAgainDataFile,array_to_export)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### GenX \n", "\n", "While in BornAgain materials are defined by their _SLD_, in GenX they are defined by their _unit cell density_ (see http://gisaxs.com/index.php/Scattering_Length_Density). This quantity is represented by the _dens_ parameter inside GenX and can be computed using the following equation:\n", "\n", "$$\\rm{dens} = \\frac{N_\\rm{A}}{V_{\\rm m}[\\unicode{x212B}^3]},$$\n", "\n", "where $N_{\\rm A}$ is the Avogadro's number and $V_{\\rm m}$ is the molar volume. These quantities can be found in the following pages for each of the materials needed:\n", "\n", "$Si$: http://periodictable.com/Elements/014/data.html ,\n", "\n", "$Ti$: http://periodictable.com/Elements/022/data.html ,\n", "\n", "$Ni$ : http://periodictable.com/Elements/028/data.html .\n", "\n", "Plugging the corresponding values in the above equation, we obtain:\n", "\n", "$${\\rm dens}_{Si} \\simeq 0.05$$\n", "\n", "$${\\rm dens}_{Ti} \\simeq 0.0057$$\n", "\n", "$${\\rm dens}_{Ni} \\simeq 0.091$$\n", "\n", "Another difference between BornAgain and GenX is the way in which angles are defined:\n", "\n", "$$\\theta_\\rm{GenX} = 2 \\theta_\\rm{BornAgain}.$$\n", "\n", "This difference in definition must be borne in mind when comparing the reults from both codes.\n", "\n", "The following cell contains the GenX script required to simulate reflectometry data obtained out of the benchmark sample. **Be aware that this script must be copied to the script editor inside GenX GUI; trying to run it in this notebook will produce an error.** The data it generates is provided together with this notebook in the file _./Ti-Ni-SubSi-GenX.dat_\n", "\n", "Reference: http://genx.sourceforge.net/doc/tutorials/neutron_sim.html" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#This script only makes sense if written inside GenX GUI. Trying to run it here will produce an error.\n", "if False:\n", " from numpy import *\n", " import models.spec_nx as model\n", " from models.utils import UserVars, fp, fw, bc, bw\n", " \n", " # BEGIN Instrument DO NOT CHANGE\n", " from models.utils import create_fp, create_fw\n", " inst = model.Instrument(Ibkg=0.0, res=0.001, footype='no corr', I0=1.0, samplelen=10.0, probe='neutron', beamw=0.01, \n", " restype='no conv', tthoff=0.0, pol='uu', coords='tth', resintrange=2, \n", " wavelength=1.54, respoints=5, incangle=0.0,)\n", " inst_fp = create_fp(inst.wavelength); inst_fw = create_fw(inst.wavelength)\n", " \n", " fp.set_wavelength(inst.wavelength); fw.set_wavelength(inst.wavelength)\n", " # END Instrument\n", " \n", " # BEGIN Sample DO NOT CHANGE\n", " Amb = model.Layer(b=0j, d=0.0, f=(1e-20+1e-20j), dens=0.0001, sigma=0.0, magn_ang=0.0, xs_ai=0.0, magn=0.0)\n", " Ti = model.Layer(b=bc.Ti, d=30, f=fp.Ti, dens=0.057, sigma=0.0, magn_ang=0.0, xs_ai=0.0, magn=0.0)\n", " Ni = model.Layer(b=bc.Ni, d=70, f=fp.Ni, dens=0.091, sigma=0.0, magn_ang=0.0, xs_ai=0.0, magn=0.0)\n", " Sub = model.Layer(b=bc.Si, d=0.0, f=fp.Si, dens=0.05, sigma=0.0, magn_ang=0.0, xs_ai=0.0, magn=0.0)\n", " \n", " MyLAys = model.Stack(Layers=[Ni , Ti], Repetitions = 10)\n", " \n", " sample = model.Sample(Stacks = [MyLAys], Ambient = Amb, Substrate = Sub)\n", " # END Sample\n", " \n", " # BEGIN Parameters DO NOT CHANGE\n", " cp = UserVars()\n", " # END Parameters\n", " \n", " SLD = []\n", " def Sim(data):\n", " I = []\n", " SLD[:] = []\n", " # BEGIN Dataset 0 DO NOT CHANGE\n", " d = data[0]\n", " I.append(sample.SimSpecular(d.x, inst))\n", " if _sim: SLD.append(sample.SimSLD(None, None, inst))\n", " # END Dataset 0\n", " return I" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Refl1d\n", "\n", "Refl1d allows materials to be defined by its name, without explicitly stating their density or SLD.\n", "The following cell contains the Refl1d script required to carry out the benchmark simulation. The data the script generates is provided together with this notebook in the file _./Ti-Ni-SubSi-Refl1d.dat_\n", "\n", "Reference: https://refl1d.readthedocs.io/en/latest/tutorial/superlattice/PEMU.html" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "import refl1d.names as rfn\n", "Ti = rfn.Material('Ti')\n", "Ni = rfn.Material('Ni')\n", "Si_substrate = rfn.Material('Si')\n", "air = rfn.air\n", "\n", "sample = (Si_substrate(0,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | Ni(70,0) | Ti(30,0)\n", " | air)\n", "\n", "# == Data ==\n", "L = 1.54\n", "theta = np.arange(0.002, 2.002, 0.002)\n", "probe = rfn.NeutronProbe(T=theta, L=1.54)\n", "\n", "# == Simulation == \n", "M = rfn.Experiment(probe=probe, sample=sample)\n", "M.simulate_data()\n", "intensity = M.reflectivity()[1]\n", "\n", "# == Export output ==\n", "array_to_export = np.column_stack((theta, intensity))\n", "np.savetxt(Refl1dDataFile,array_to_export)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Refnx\n", "\n", "Materials in Refnx are specified by their $SLD$, as in BornAgain. An important difference is instead the sampling independent variable: while in BornAgain it is the angle $\\theta$, in Refnx it is the $Q$ vector. The relationship between this two quantities is given by:\n", "\n", "$$Q_{\\rm refnx} = 4\\,\\pi\\,\\frac{\\sin\\left(\\frac{\\theta_{\\rm BA}[^\\circ]}{180^\\circ} \\, \\pi\\right)}{\\lambda[\\unicode{x212B}]},$$\n", "\n", "The following cell contains the Refnx script required to simulate the reflectivity benchmark.The data it generates is provided together with this notebook in the file _./Ti-Ni-SubSi-Refnx.dat_\n", "\n", "Reference: https://refnx.readthedocs.io/en/latest/gui.html; https://refnx.readthedocs.io/en/latest/lipid.html" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Anaconda3\\lib\\site-packages\\h5py\\__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.\n", " from ._conv import register_converters as _register_converters\n" ] } ], "source": [ "import numpy as np\n", "import refnx\n", "from refnx.analysis import Objective, CurveFitter\n", "from refnx.reflect import SLD, Slab, ReflectModel, Structure\n", "from refnx.dataset import ReflectDataset\n", "\n", "# set up the SLD objects for each layer\n", "sld_air = SLD(0.0 + 0.0j, name='air')\n", "sld_Ti = SLD(-1.9493 + 0.0j, name='Ti')\n", "sld_Ni = SLD(9.4245 + 0.0j, name='Ni')\n", "sld_Si = SLD(2.0704 + 0.0j, name='Si')\n", "\n", "# set up the Slab objects for each layer\n", "slab_air = Slab(0.0, sld_air, 0.0, name='air_slab')\n", "slab_Ti = Slab(30.0, sld_Ti, 0.0, name ='Ti_slab')\n", "slab_Ni = Slab(70.0, sld_Ni, 0.0, name ='Ni_slab')\n", "slab_Si = Slab(0.0, sld_Si, 0.0, name ='Si_slab')\n", "\n", "# set up the Structure object from the Slabs\n", "structure = (\n", " slab_air\n", " | slab_Ti | slab_Ni\n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Ti | slab_Ni \n", " | slab_Si\n", " )\n", "\n", "# make the reflectometry model\n", "L = 1.54\n", "theta = np.arange(0.002, 2.002, 0.002)\n", "\n", "#Refnx requires the q vector as input coordinate\n", "Qin = 4.0*np.pi*np.sin(theta*np.pi/180.0)/L\n", "intensity = ReflectModel(structure, scale=1.0, bkg=0.0, dq=0.0).model(Qin)\n", "\n", "array_to_export = np.column_stack((theta, intensity))\n", "np.savetxt(RefnxDataFile,array_to_export)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulation results comparison\n", "\n", "In the following cells, three figures are generated in which comparisons between BornAgain and the rest of the codes are offered. Qualitatively, the four codes --BornAgain, GenX, Refl1d and Refnx, produce the same results; quantitatively, there is some disagreement that is discussed later. \n", "\n", "The following cell is a convenient function to make a comparative figure and calculate the relative discrepancy between two codes." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "#Function that makes a plot comparing the results from another code to BornAgain\n", "import matplotlib.pyplot as plt\n", "def plot_comparison(X,Y,OtherCodeName,BAX=np.array([]),BAY=np.array([]),BAcodename=np.array([])):\n", " \"\"\"\n", " X = Theta\n", " Y = Intensity\n", " \"\"\"\n", " if(np.size(BAX) == 0 or np.size(BAY) == 0 or np.size(BAcodename) == 0):\n", " BornAgain = np.loadtxt(BornAgainDataFile)\n", " BAX = BornAgain[:,0]\n", " BAY = BornAgain[:,1]\n", " BAcodename = \"BornAgain\"\n", " rel_error = 2.*np.abs(BAY-Y)/np.abs(BAY+Y)\n", " mean_err = rel_error.mean()\n", " \n", " \n", " plt.rcParams.update({'font.size': 22})\n", " plt.figure(figsize=(15,10))\n", " plt.semilogy(BAX,BAY, label = BAcodename)\n", " plt.semilogy(X,Y, label = OtherCodeName)\n", " plt.semilogy(BAX, rel_error,'k--', label = \"Relative Error\", alpha = 0.3)\n", " plt.axhline(y=mean_err,color='k', label=\"Mean Relative Error = $\" + str(np.round(mean_err,3)) + \"$\")\n", " plt.ylim(1e-9,1e1)\n", " plt.xlim(min(BAX),max(BAX))\n", " plt.xlabel(\"$\\\\alpha_i[\\\\deg]$\")\n", " plt.ylabel(\"Intensity\")\n", " plt.legend()\n", " plt.show()\n", "#plot_comparison(GenX_x,GenX_y,\"GenX\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following figures show the reflectivity profiles obtained in each code, GenX, Refl1d and Refnx [orange lines], as compared to the reflectivity profile obtained in BornAgain [blue lines]. The relative error for each data point [grey dashed line] and the mean relative error [black line] are also plotted.\n", "\n", "#### BornAgain vs. GenX" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Load the simulated data:\n", "#data_arr = np.loadtxt(GenXDataFile)\n", "data_arr = np.loadtxt(\"Ti-Ni-SubSi-GenX_extra_precision.dat\")\n", "#Theta coordinates:\n", "x_data = data_arr[:,0]/2.\n", "#Intensity values:\n", "y_data = data_arr[:,1]\n", "#Plot comparison:\n", "plot_comparison(x_data,y_data,\"GenX\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### BornAgain vs. Refl1d" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Load the simulated data:\n", "data_arr = np.loadtxt(Refl1dDataFile)\n", "#Theta coordinates:\n", "x_data = data_arr[:,0]\n", "#Intensity values:\n", "y_data = data_arr[:,1]\n", "#Plot comparison:\n", "plot_comparison(x_data,y_data,\"Refl1d\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### BornAgain vs. Refnx" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Load the simulated data:\n", "data_arr = np.loadtxt(RefnxDataFile)\n", "#Theta coordinates:\n", "x_data = data_arr[:,0]\n", "#Intensity values:\n", "y_data = data_arr[:,1]\n", "#Plot comparison:\n", "plot_comparison(x_data,y_data,\"Refnx\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As already stated, qualitative agreement is absolutely reached. However, when measuring the relative error in the values obtained for the intensity profiles, $I(\\theta)$, we note some disagreement,\n", "\n", "$$\\left<{\\rm Relative Error}\\right> = \\left<2\\,\\frac{I_{\\rm BA} - I_{\\rm GenX}}{I_{\\rm BA} + I_{\\rm GenX}}\\right> \\sim 0.01.$$\n", "\n", "#### Discrepancy of the results\n", "\n", "As the units to define the simulations in each code are different (e.g. BornAgain uses SLDs and the angle $\\theta[^\\circ]$, GenX uses _unit cell densities_, Refl1d uses its own materials database and refnx uses the $Q$ vector instead of $\\theta$), conversions between them may spoil the results.\n", "\n", "In order to assess the impact of the lack of precision when switching units, a test with two different precisions was made using GenX. The error incurred by rounding the _dens_ parameter to 3 significant figures instead of 5 is shown in the following Figure." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Load the simulated data:\n", "data_arr1 = np.loadtxt(GenXDataFile)\n", "data_arr2 = np.loadtxt(\"Ti-Ni-SubSi-GenX_extra_precision.dat\")\n", "#Theta coordinates:\n", "x_data1 = data_arr1[:,0]/2.\n", "y_data1 = data_arr1[:,1]\n", "\n", "x_data2 = data_arr2[:,0]/2.\n", "y_data2 = data_arr2[:,1]\n", "#Plot comparison:\n", "plot_comparison(x_data1,y_data1,\"GenX - low precision\",x_data2,y_data2,\"GenX - high precision\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the lack of 2-digit precision during the conversion of units has an impact of $1.7\\%$ in the mean relative error (i.e. impacts the second significant figure).\n", "\n", "#### Summary\n", "\n", "The mean relative error between BornAgain and each tested code is the following:\n", "\n", "\n", "$${\\rm Mean Relative Error[BornAgain-GenX]} \\simeq 0.4\\%$$\n", "$${\\rm Mean Relative Error[BornAgain-Refl1d]} \\simeq 0.7\\%$$\n", "$${\\rm Mean Relative Error[BornAgain-Refnx]} << 0.01\\%$$\n", "$${\\rm Mean Relative Error[Low-High \\,\\, precision]} \\simeq 1.7\\%$$\n", "\n", "The conclusion to extract is that, in order to have good agreement between results from different codes, care must be taken when _translating_ the parameters that define a simulation. However, to one's relief, 1. even if two significant figures are dropped, the mean relative error is still of the same order of magnitude --around $2\\%$; and 2. In all cases tested, the mean relative error is dominated by points whose signal is already almost negligible." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.6.6" } }, "nbformat": 4, "nbformat_minor": 2 }