{ "cells": [ { "cell_type": "markdown", "id": "dc1e56c0-f7c8-4658-8594-f863ad0df8a7", "metadata": {}, "source": [ "# Fit - multiple mesurements" ] }, { "cell_type": "code", "execution_count": 1, "id": "fa52e5ca", "metadata": {}, "outputs": [], "source": [ "import nexus as nx\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# load data\n", "data_A = np.loadtxt('spectrum_A.txt')\n", "\n", "velocities_A = data_A[:,0]\n", "intensity_A = data_A[:,1]\n", "\n", "data_B = np.loadtxt('spectrum_B.txt')\n", "\n", "velocities_B = data_B[:,0]\n", "intensity_B = data_B[:,1]\n", "\n", "data_C = np.loadtxt('spectrum_C.txt')\n", "\n", "velocities_C = data_C[:,0]\n", "intensity_C = data_C[:,1]\n", "\n", "# setup common objects\n", "beam = nx.Beam()\n", "beam.Unpolarized()\n", "\n", "# define a measurement for each temperature\n", "\n", "# there are common fit parameters as the isomer shift and the quadrupole splitting\n", "# they should be the same for every measurement\n", "# so we define them independently of the measurement\n", "\n", "isomer_for_all = nx.Var(1.1, min = 0, max = 1.2, fit = True, id = \"isomer\")\n", "\n", "quadrupole_for_all = nx.Var(1.0, min = 0.5, max = 1.2, fit = True, id = \"quadrupole\")\n", "\n", "\n", "# the magnetic field and the Lamb-Moessbauer factor are sample specific and have to be defined for each measurement\n", "\n", "# ---- iron experiment at temperature A ----\n", "\n", "site_A = nx.Hyperfine(weight = 1,\n", " isomer = isomer_for_all,\n", " magnetic_field = nx.Var(27, min = 15, max = 40, fit = True, id = \"magnetic field A\"),\n", " quadrupole = quadrupole_for_all,\n", " isotropic = True)\n", "\n", "mat_iron_A = nx.Material(composition = [[\"Fe\", 1]],\n", " density = 7.8,\n", " isotope = nx.lib.moessbauer.Fe57,\n", " abundance = 0.02119,\n", " lamb_moessbauer = nx.Var(0.81, min = 0.5, max = 1, fit = True, id = \"Lamb Moessbauer A\"),\n", " hyperfine_sites = [site_A])\n", "\n", "layer_iron_A = nx.Layer(thickness = 1000,\n", " material = mat_iron_A)\n", "\n", "sample_A = nx.Sample(layers = [layer_iron_A],\n", " geometry = \"f\")\n", "\n", "experiment_A = nx.Experiment(beam = beam,\n", " objects = [sample_A],\n", " isotope = nx.lib.moessbauer.Fe57)\n", "\n", "moessbauer_spec_A = nx.MoessbauerSpectrum(experiment = experiment_A,\n", " velocity = velocities_A,\n", " intensity_data = intensity_A)\n", " \n", "\n", "# ---- iron experiment at temperature B ----\n", "\n", "site_B = nx.Hyperfine(weight = 1,\n", " isomer = isomer_for_all,\n", " magnetic_field = nx.Var(23, min = 15, max = 40, fit = True, id = \"magnetic field B\"),\n", " quadrupole = quadrupole_for_all,\n", " isotropic = True)\n", "\n", "mat_iron_B = nx.Material(composition = [[\"Fe\", 1]],\n", " density = 7.8,\n", " isotope = nx.lib.moessbauer.Fe57,\n", " abundance = 0.02119,\n", " lamb_moessbauer = nx.Var(0.63, min = 0.5, max = 1, fit = True, id = \"Lamb Moessbauer B\"),\n", " hyperfine_sites = [site_B])\n", "\n", "layer_iron_B = nx.Layer(thickness = 1000,\n", " material = mat_iron_B)\n", "\n", "sample_B = nx.Sample(layers = [layer_iron_B],\n", " geometry = \"f\")\n", "\n", "experiment_B = nx.Experiment(beam = beam,\n", " objects = [sample_B],\n", " isotope = nx.lib.moessbauer.Fe57)\n", "\n", "moessbauer_spec_B = nx.MoessbauerSpectrum(experiment = experiment_B,\n", " velocity = velocities_B,\n", " intensity_data = intensity_B)\n", "\n", "# ---- iron experiment at temperature C ----\n", "\n", "site_C = nx.Hyperfine(weight = 1,\n", " isomer = isomer_for_all,\n", " magnetic_field = nx.Var(8, min = 0, max = 25, fit = True, id = \"magnetic field C\"),\n", " quadrupole = quadrupole_for_all,\n", " isotropic = True)\n", "\n", "mat_iron_C = nx.Material(composition = [[\"Fe\", 1]],\n", " density = 7.8,\n", " isotope = nx.lib.moessbauer.Fe57,\n", " abundance = 0.02119,\n", " lamb_moessbauer = nx.Var(0.6, min = 0.5, max = 1, fit = True, id = \"Lamb Moessbauer C\"),\n", " hyperfine_sites = [site_C])\n", "\n", "layer_iron_C = nx.Layer(thickness = 1000,\n", " material = mat_iron_C)\n", "\n", "sample_C = nx.Sample(layers = [layer_iron_C],\n", " geometry = \"f\")\n", "\n", "experiment_C = nx.Experiment(beam = beam,\n", " objects = [sample_C],\n", " isotope = nx.lib.moessbauer.Fe57)\n", "\n", "moessbauer_spec_C = nx.MoessbauerSpectrum(experiment = experiment_C,\n", " velocity = velocities_C,\n", " intensity_data = intensity_C)" ] }, { "cell_type": "code", "execution_count": 2, "id": "331c1faf", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(velocities_A, intensity_A)\n", "plt.plot(velocities_A, moessbauer_spec_A())\n", "plt.xlabel('velocity (mm/s)')\n", "plt.ylabel('intensity')\n", "plt.show()\n", "\n", "plt.plot(velocities_B, intensity_B)\n", "plt.plot(velocities_B, moessbauer_spec_B())\n", "plt.xlabel('velocity (mm/s)')\n", "plt.ylabel('intensity')\n", "plt.show()\n", "\n", "plt.plot(velocities_C, intensity_C)\n", "plt.plot(velocities_C, moessbauer_spec_C())\n", "plt.xlabel('velocity (mm/s)')\n", "plt.ylabel('intensity')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 3, "id": "f9ade910", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Run Fit instance with id: \n", "\n", "Starting fit with 3 measurement data set(s) and 14 fit parameter(s):\n", "\n", " no. | id | initial value | min | max\n", " 0 | ES scaling | 955405 | 1e-16 | 9.55405e+07\n", " 1 | ES backgr | 94961.7 | 0 | 9.49617e+06\n", " 2 | Lamb Moessbauer A | 0.81 | 0.5 | 1\n", " 3 | isomer | 1.1 | 0 | 1.2\n", " 4 | magnetic field A | 27 | 15 | 40\n", " 5 | quadrupole | 1 | 0.5 | 1.2\n", " 6 | ES scaling | 954576 | 1e-16 | 9.54576e+07\n", " 7 | ES backgr | 94991.8 | 0 | 9.49918e+06\n", " 8 | Lamb Moessbauer B | 0.63 | 0.5 | 1\n", " 9 | magnetic field B | 23 | 15 | 40\n", " 10 | ES scaling | 954905 | 1e-16 | 9.54905e+07\n", " 11 | ES backgr | 95025.2 | 0 | 9.50252e+06\n", " 12 | Lamb Moessbauer C | 0.6 | 0.5 | 1\n", " 13 | magnetic field C | 8 | 0 | 25\n", "\n", "Using 0 equality constraint(s) on parameter(s):\n", "\n", "Using 0 inequality constraint(s).\n", "\n", "\n", "Calling Pagmo solver with fit method Annealing\n", "\n", " population: 150\n", " iterations: 100\n", "\n", " cost = 9.990074e+02\n", "\n", "Calling ceres solver with fit method LevMar\n", "\n", "Ceres Solver Report: Iterations: 1, Initial cost: 9.990074e+02, Final cost: 9.990074e+02, Termination: CONVERGENCE\n", "\n", "Gradient error analysis.\n", "\n", "\n", "Fit performed with algorithm:\n", "Annealing\n", "Local algorithm:\n", "LevMar\n", "Error analysis:\n", "Gradient\n", "\n", "Using 14 fit parameter(s):\n", "\n", " no. | id | fit value | +/- std dev | initial value | min | max\n", " 0 | ES scaling | 741179 | 53.5402 | 955405 | 1e-16 | 9.55405e+07\n", " 1 | ES backgr | 246242 | 56.2298 | 94961.7 | 0 | 9.49617e+06\n", " 2 | Lamb Moessbauer A | 0.999818 | 0.0183316 | 0.81 | 0.5 | 1\n", " 3 | isomer | 0.999672 | 0.00184813 | 1.1 | 0 | 1.2\n", " 4 | magnetic field A | 33.0281 | 0.0165562 | 27 | 15 | 40\n", " 5 | quadrupole | 0.800043 | 0.00402797 | 1 | 0.5 | 1.2\n", " 6 | ES scaling | 318999 | 53.465 | 954576 | 1e-16 | 9.54576e+07\n", " 7 | ES backgr | 647259 | 56.1509 | 94991.8 | 0 | 9.49918e+06\n", " 8 | Lamb Moessbauer B | 0.999995 | 0.042474 | 0.63 | 0.5 | 1\n", " 9 | magnetic field B | 24.983 | 0.0387327 | 23 | 15 | 40\n", " 10 | ES scaling | 459683 | 52.1788 | 954905 | 1e-16 | 9.54905e+07\n", " 11 | ES backgr | 514012 | 54.7989 | 95025.2 | 0 | 9.50252e+06\n", " 12 | Lamb Moessbauer C | 0.999985 | 0.0245795 | 0.6 | 0.5 | 1\n", " 13 | magnetic field C | 12.0035 | 0.0240921 | 8 | 0 | 25\n", "\n", " Values at boundaries:\n", " Lamb Moessbauer A at UPPER boundary: 1\n", " Lamb Moessbauer B at UPPER boundary: 1\n", " Lamb Moessbauer C at UPPER boundary: 1\n", "\n", "Correlation matrix:\n", "\n", " no. | 0 1 2 3 4 5 6 7 8 9 10 11 12 13 \n", " -----|------------------------------------------------------------------------------------------------------------------------------\n", " 0 | 1.000 1.000 0.387 0.001 -0.000 0.002 0.000 0.000 0.000 0.000 -0.000 -0.000 -0.000 0.000 \n", " 1 | 1.000 1.000 0.387 0.001 -0.000 0.002 0.000 0.000 0.000 0.000 -0.000 -0.000 -0.000 0.000 \n", " 2 | 0.387 0.387 1.000 0.009 -0.002 0.006 0.000 0.000 0.000 0.000 -0.000 -0.000 -0.000 0.001 \n", " 3 | 0.001 0.001 0.009 1.000 -0.007 -0.284 0.001 0.001 0.006 0.001 0.002 0.002 0.004 0.152 \n", " 4 | -0.000 -0.000 -0.002 -0.007 1.000 0.003 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.000 -0.001 \n", " 5 | 0.002 0.002 0.006 -0.284 0.003 1.000 -0.001 -0.001 -0.002 0.005 -0.008 -0.008 -0.023 -0.091 \n", " 6 | 0.000 0.000 0.000 0.001 -0.000 -0.001 1.000 1.000 0.384 0.001 0.000 0.000 0.000 0.000 \n", " 7 | 0.000 0.000 0.000 0.001 -0.000 -0.001 1.000 1.000 0.384 0.001 0.000 0.000 0.000 0.000 \n", " 8 | 0.000 0.000 0.000 0.006 -0.000 -0.002 0.384 0.384 1.000 0.002 0.000 0.000 0.000 0.001 \n", " 9 | 0.000 0.000 0.000 0.001 -0.000 0.005 0.001 0.001 0.002 1.000 -0.000 -0.000 -0.000 -0.000 \n", " 10 | -0.000 -0.000 -0.000 0.002 -0.000 -0.008 0.000 0.000 0.000 -0.000 1.000 1.000 0.323 0.005 \n", " 11 | -0.000 -0.000 -0.000 0.002 -0.000 -0.008 0.000 0.000 0.000 -0.000 1.000 1.000 0.323 0.005 \n", " 12 | -0.000 -0.000 -0.000 0.004 -0.000 -0.023 0.000 0.000 0.000 -0.000 0.323 0.323 1.000 0.010 \n", " 13 | 0.000 0.000 0.001 0.152 -0.001 -0.091 0.000 0.000 0.001 -0.000 0.005 0.005 0.010 1.000 \n", "\n", "Using 0 equality constraint(s) on parameter(s):\n", "\n", "and 0 inequality constraint(s).\n", "\n", "Total cost = 3.902e+00\n", "\n", "cost for each FitMeasurement is:\n", "\n", " no. | id | cost | %\n", " 0 | | 3.119e-01 | 7.992\n", " 1 | | 2.819e+00 | 72.242\n", " 2 | | 7.713e-01 | 19.766\n", "\n", "Fit instance with id \"\" finished.\n", "\n" ] } ], "source": [ "# set up the fit\n", "fit = nx.Fit(measurements = [moessbauer_spec_A, moessbauer_spec_B, moessbauer_spec_C])\n", "\n", "fit.options.method = \"Annealing\"\n", "\n", "fit()" ] }, { "cell_type": "code", "execution_count": 4, "id": "e4b530df", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(velocities_A, intensity_A)\n", "plt.plot(velocities_A, moessbauer_spec_A.result)\n", "plt.xlabel('velocity (mm/s)')\n", "plt.ylabel('intensity')\n", "plt.show()\n", "\n", "plt.plot(velocities_B, intensity_B)\n", "plt.plot(velocities_B, moessbauer_spec_B.result)\n", "plt.xlabel('velocity (mm/s)')\n", "plt.ylabel('intensity')\n", "plt.show()\n", "\n", "plt.plot(velocities_C, intensity_C)\n", "plt.plot(velocities_C, moessbauer_spec_C.result)\n", "plt.xlabel('velocity (mm/s)')\n", "plt.ylabel('intensity')\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": "3.11.9" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }